subject:(GPGPU)

1. Tripathy, Aalap. High Performance Information Filtering on Many-core Processors.

Degree: 2013, Texas Digital Library

URL: http://hdl.handle.net/1969; http://hdl.handle.net/2249.1/66755

► The increasing amount of information accessible to a user digitally makes search difficult, time consuming and unsatisfactory. This has led to the development of active… (more)

Subjects/Keywords: GPGPU

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APA (6^th Edition):

Tripathy, A. (2013). High Performance Information Filtering on Many-core Processors. (Thesis). Texas Digital Library. Retrieved from http://hdl.handle.net/1969; http://hdl.handle.net/2249.1/66755

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Chicago Manual of Style (16^th Edition):

Tripathy, Aalap. “High Performance Information Filtering on Many-core Processors.” 2013. Thesis, Texas Digital Library. Accessed March 04, 2021. http://hdl.handle.net/1969; http://hdl.handle.net/2249.1/66755.

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

MLA Handbook (7^th Edition):

Tripathy, Aalap. “High Performance Information Filtering on Many-core Processors.” 2013. Web. 04 Mar 2021.

Vancouver:

Tripathy A. High Performance Information Filtering on Many-core Processors. [Internet] [Thesis]. Texas Digital Library; 2013. [cited 2021 Mar 04]. Available from: http://hdl.handle.net/1969; http://hdl.handle.net/2249.1/66755.

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Council of Science Editors:

Tripathy A. High Performance Information Filtering on Many-core Processors. [Thesis]. Texas Digital Library; 2013. Available from: http://hdl.handle.net/1969; http://hdl.handle.net/2249.1/66755

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

2. Lykov, Kirill. Cell mechanics in flow: algorithms and applications.

Degree: 2017, Università della Svizzera italiana

URL: http://doc.rero.ch/record/305203

► The computer simulations are pervasively used to improve the knowledge about biophysical phenomena and to quantify effects which are difficult to study experimentally. Generally, the… (more)

▼ The computer simulations are pervasively used to improve the knowledge about biophysical phenomena and to quantify effects which are difficult to study experimentally. Generally, the numerical methods and models are desired to be as accurate as possible on the chosen length and time scales, but, at the same time, affordable in terms of computations. Until recently, the cell mechanics and blood flow phenomena on the sub-micron resolution could not be rigorously studied using computer simulations. However, within the last decade, advances in methods and hardware catalyzed the development of models for cells mechanics and blood flow modeling which, previously, were considered to be not feasible. In this context, a model should accurately describe a phenomenon, be computationally affordable, and be flexible to be applied to study different biophysical changes. This thesis focuses on the development of the new methods, models, and high-performance software implementation that expand the class of problems which can be studied numerically using particle-based methods. Microvascular networks have complex geometry, often without any symmetry, and to study them we need to tackle computational domains with several inlets and outlets. However, an absence of appropriate boundary conditions for particle- based methods hampers study of the blood flow in these domains. Another obstacle to model complex blood flow problems is the absence the highperformance software. This problem restricts the applicability of the of particlebased cell flow models to relatively small systems. Although there are several validated red blood cell models, to date, there are no models for suspended eukaryotic cells. The present thesis addresses these issues. We introduce new open boundary conditions for particle-based systems and apply them to study blood flow in a part of a microvascular network. We develop a software demonstrating outstanding performance on the largest supercomputers and used it to study blood flow in microfluidic devices. Finally, we present a new eukaryotic cell model which helps in quantifying the effect of sub-cellular components on the cell mechanics during deformations in microfluidic devices. Advisors/Committee Members: Igor V. (Dir.).

Subjects/Keywords: GPGPU

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APA (6^th Edition):

Lykov, K. (2017). Cell mechanics in flow: algorithms and applications. (Thesis). Università della Svizzera italiana. Retrieved from http://doc.rero.ch/record/305203

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Chicago Manual of Style (16^th Edition):

Lykov, Kirill. “Cell mechanics in flow: algorithms and applications.” 2017. Thesis, Università della Svizzera italiana. Accessed March 04, 2021. http://doc.rero.ch/record/305203.

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

MLA Handbook (7^th Edition):

Lykov, Kirill. “Cell mechanics in flow: algorithms and applications.” 2017. Web. 04 Mar 2021.

Vancouver:

Lykov K. Cell mechanics in flow: algorithms and applications. [Internet] [Thesis]. Università della Svizzera italiana; 2017. [cited 2021 Mar 04]. Available from: http://doc.rero.ch/record/305203.

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Council of Science Editors:

Lykov K. Cell mechanics in flow: algorithms and applications. [Thesis]. Università della Svizzera italiana; 2017. Available from: http://doc.rero.ch/record/305203

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

University of Alberta

3. Garg, Rahul. A compiler for parallel execution of numerical Python programs on graphics processing units.

Degree: MS, Department of Computing Science, 2009, University of Alberta

URL: https://era.library.ualberta.ca/files/4j03d0630

► Modern Graphics Processing Units (GPUs) are providing breakthrough performance for numerical computing at the cost of increased programming complexity. Current programming models for GPUs require… (more)

Subjects/Keywords: gpgpu; compiler

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APA (6^th Edition):

Garg, R. (2009). A compiler for parallel execution of numerical Python programs on graphics processing units. (Masters Thesis). University of Alberta. Retrieved from https://era.library.ualberta.ca/files/4j03d0630

Chicago Manual of Style (16^th Edition):

Garg, Rahul. “A compiler for parallel execution of numerical Python programs on graphics processing units.” 2009. Masters Thesis, University of Alberta. Accessed March 04, 2021. https://era.library.ualberta.ca/files/4j03d0630.

MLA Handbook (7^th Edition):

Garg, Rahul. “A compiler for parallel execution of numerical Python programs on graphics processing units.” 2009. Web. 04 Mar 2021.

Vancouver:

Garg R. A compiler for parallel execution of numerical Python programs on graphics processing units. [Internet] [Masters thesis]. University of Alberta; 2009. [cited 2021 Mar 04]. Available from: https://era.library.ualberta.ca/files/4j03d0630.

Council of Science Editors:

Garg R. A compiler for parallel execution of numerical Python programs on graphics processing units. [Masters Thesis]. University of Alberta; 2009. Available from: https://era.library.ualberta.ca/files/4j03d0630

University of Otago

4. Peng, Wu. Clgrep: A Parallel String Matching Tool .

Degree: 2013, University of Otago

URL: http://hdl.handle.net/10523/4001

► In this study, we widely investigate the problem of string matching in the context of Heterogeneous Parallel Computing. A overview of string match- ing is… (more)

Subjects/Keywords: gpgpu; stringmatching

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APA (6^th Edition):

Peng, W. (2013). Clgrep: A Parallel String Matching Tool . (Masters Thesis). University of Otago. Retrieved from http://hdl.handle.net/10523/4001

Chicago Manual of Style (16^th Edition):

Peng, Wu. “Clgrep: A Parallel String Matching Tool .” 2013. Masters Thesis, University of Otago. Accessed March 04, 2021. http://hdl.handle.net/10523/4001.

MLA Handbook (7^th Edition):

Peng, Wu. “Clgrep: A Parallel String Matching Tool .” 2013. Web. 04 Mar 2021.

Vancouver:

Peng W. Clgrep: A Parallel String Matching Tool . [Internet] [Masters thesis]. University of Otago; 2013. [cited 2021 Mar 04]. Available from: http://hdl.handle.net/10523/4001.

Council of Science Editors:

Peng W. Clgrep: A Parallel String Matching Tool . [Masters Thesis]. University of Otago; 2013. Available from: http://hdl.handle.net/10523/4001

University of Waterloo

5. Constable, Stephen Joel. Path Integral Approaches and Graphics Processing Unit Tools for Quantum Molecular Dynamics Simulations.

Degree: 2012, University of Waterloo

URL: http://hdl.handle.net/10012/6866

► This thesis details both the technical and theoretical aspects of performing path integrals through classical Molecular Dynamics (MD) simulations. In particular, Graphics Processing Unit (GPU)… (more)

▼ This thesis details both the technical and theoretical aspects of performing path integrals through classical Molecular Dynamics (MD) simulations. In particular, Graphics Processing Unit (GPU) computing is used to augment the Path Integral Molecular Dynamics (PIMD) portion of the widely available Molecular Modelling Tool Kit (MMTK) library. This same PIMD code is also extended in a different direction: a novel method for nuclear ground state property prediction is introduced that closely mimics existing code in functional form. In order to add GPU computing capabilities to the existing MMTK codebase, the open source Open Molecular Mechanics (OpenMM) library was used. OpenMM provides high performance implementations of a variety of commonly used MD algorithms, with the goal of supporting current and future specialized hardware. Due to the object oriented nature of both codes, and the use of SI units in each, the development process was rather painless. The integration of OpenMM with MMTK is seamless, and arbitrary systems are supported without the user even needing to know that GPU acceleration is being used. The hybrid OpenMM-MMTK code is benchmarked against the vanilla MMTK code in terms of speed and accuracy, and the results show that GPU computing is the obvious choice for PIMD simulations. Starting with a desire to apply the highly efficient Path Integral Langevin Equation (PILE) thermostat to the Path Integral Ground State (PIGS) problem, a new hybrid PILE-PIGS, or LE-PIGS, method was developed. This thesis describes the theoretical justification for this method, including the introduction of a modified normal mode representation based on the Discrete Cosine Transform (DCT). It is shown that in DCT space, the equations of motion of a PIGS system are virtually identical to the equations of motion of a PIMD system in Fourier space. This leads to direct reuse of existing PILE code in MMTK, and options to extend this ground state problem to OpenMM for the purpose of GPU acceleration. The method is applied to a series of model systems, and in each case convergence to the exact ground state energy is observed.

Subjects/Keywords: PIMD; GPGPU

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APA (6^th Edition):

Constable, S. J. (2012). Path Integral Approaches and Graphics Processing Unit Tools for Quantum Molecular Dynamics Simulations. (Thesis). University of Waterloo. Retrieved from http://hdl.handle.net/10012/6866

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Chicago Manual of Style (16^th Edition):

Constable, Stephen Joel. “Path Integral Approaches and Graphics Processing Unit Tools for Quantum Molecular Dynamics Simulations.” 2012. Thesis, University of Waterloo. Accessed March 04, 2021. http://hdl.handle.net/10012/6866.

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

MLA Handbook (7^th Edition):

Constable, Stephen Joel. “Path Integral Approaches and Graphics Processing Unit Tools for Quantum Molecular Dynamics Simulations.” 2012. Web. 04 Mar 2021.

Vancouver:

Constable SJ. Path Integral Approaches and Graphics Processing Unit Tools for Quantum Molecular Dynamics Simulations. [Internet] [Thesis]. University of Waterloo; 2012. [cited 2021 Mar 04]. Available from: http://hdl.handle.net/10012/6866.

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Council of Science Editors:

Constable SJ. Path Integral Approaches and Graphics Processing Unit Tools for Quantum Molecular Dynamics Simulations. [Thesis]. University of Waterloo; 2012. Available from: http://hdl.handle.net/10012/6866

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

University of Debrecen

6. Jánosi, Zoltán. Alkalmazásfejlesztés GPU-ra .

Degree: DE – TEK – Informatikai Kar, 2013, University of Debrecen

URL: http://hdl.handle.net/2437/167193

► Az OpenCL a heterogén programozási platformok kihasználásának egyik legjobb eszköze. Ezen szakdolgozat bemutatja hogyan működik az OpenCL , illetve, hogy miként használhatóak legoptimálisabban az általa… (more)

Subjects/Keywords: OpenCL; GPU; GPGPU

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APA (6^th Edition):

Jánosi, Z. (2013). Alkalmazásfejlesztés GPU-ra . (Thesis). University of Debrecen. Retrieved from http://hdl.handle.net/2437/167193

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Chicago Manual of Style (16^th Edition):

Jánosi, Zoltán. “Alkalmazásfejlesztés GPU-ra .” 2013. Thesis, University of Debrecen. Accessed March 04, 2021. http://hdl.handle.net/2437/167193.

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

MLA Handbook (7^th Edition):

Jánosi, Zoltán. “Alkalmazásfejlesztés GPU-ra .” 2013. Web. 04 Mar 2021.

Vancouver:

Jánosi Z. Alkalmazásfejlesztés GPU-ra . [Internet] [Thesis]. University of Debrecen; 2013. [cited 2021 Mar 04]. Available from: http://hdl.handle.net/2437/167193.

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Council of Science Editors:

Jánosi Z. Alkalmazásfejlesztés GPU-ra . [Thesis]. University of Debrecen; 2013. Available from: http://hdl.handle.net/2437/167193

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

7. Loken, Torbjorn P. A Comparison of Massively Parallel Programming Models Through Applications in Sound Propagation and Jitter Measurement.

Degree: 2014, University of Nevada – Reno

URL: http://hdl.handle.net/11714/2879

► As the era of Moore's Law and increasing CPU clock rates nears its stopping point the focus of chip and hardware design has shifted to… (more)

Subjects/Keywords: GPGPU; Massively Parallel

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APA (6^th Edition):

Loken, T. P. (2014). A Comparison of Massively Parallel Programming Models Through Applications in Sound Propagation and Jitter Measurement. (Thesis). University of Nevada – Reno. Retrieved from http://hdl.handle.net/11714/2879

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Chicago Manual of Style (16^th Edition):

Loken, Torbjorn P. “A Comparison of Massively Parallel Programming Models Through Applications in Sound Propagation and Jitter Measurement.” 2014. Thesis, University of Nevada – Reno. Accessed March 04, 2021. http://hdl.handle.net/11714/2879.

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

MLA Handbook (7^th Edition):

Loken, Torbjorn P. “A Comparison of Massively Parallel Programming Models Through Applications in Sound Propagation and Jitter Measurement.” 2014. Web. 04 Mar 2021.

Vancouver:

Loken TP. A Comparison of Massively Parallel Programming Models Through Applications in Sound Propagation and Jitter Measurement. [Internet] [Thesis]. University of Nevada – Reno; 2014. [cited 2021 Mar 04]. Available from: http://hdl.handle.net/11714/2879.

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Council of Science Editors:

Loken TP. A Comparison of Massively Parallel Programming Models Through Applications in Sound Propagation and Jitter Measurement. [Thesis]. University of Nevada – Reno; 2014. Available from: http://hdl.handle.net/11714/2879

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Texas A&M University

8. Yuan, Wen. Hybrid Nanophotonic NOC Design for GPGPU.

Degree: MS, Computer Engineering, 2012, Texas A&M University

URL: http://hdl.handle.net/1969.1/ETD-TAMU-2012-05-10913

► Due to the massive computational power, Graphics Processing Units (GPUs) have become a popular platform for executing general purpose parallel applications. The majority of on-chip… (more)

Subjects/Keywords: NoC; GPGPU; Topology Design; Nanophotonics

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APA (6^th Edition):

Yuan, W. (2012). Hybrid Nanophotonic NOC Design for GPGPU. (Masters Thesis). Texas A&M University. Retrieved from http://hdl.handle.net/1969.1/ETD-TAMU-2012-05-10913

Chicago Manual of Style (16^th Edition):

Yuan, Wen. “Hybrid Nanophotonic NOC Design for GPGPU.” 2012. Masters Thesis, Texas A&M University. Accessed March 04, 2021. http://hdl.handle.net/1969.1/ETD-TAMU-2012-05-10913.

MLA Handbook (7^th Edition):

Yuan, Wen. “Hybrid Nanophotonic NOC Design for GPGPU.” 2012. Web. 04 Mar 2021.

Vancouver:

Yuan W. Hybrid Nanophotonic NOC Design for GPGPU. [Internet] [Masters thesis]. Texas A&M University; 2012. [cited 2021 Mar 04]. Available from: http://hdl.handle.net/1969.1/ETD-TAMU-2012-05-10913.

Council of Science Editors:

Yuan W. Hybrid Nanophotonic NOC Design for GPGPU. [Masters Thesis]. Texas A&M University; 2012. Available from: http://hdl.handle.net/1969.1/ETD-TAMU-2012-05-10913

University of Toronto

9. Choong, Alexander. Parallelizing Simulated Annealing Placement for GPGPU.

Degree: 2010, University of Toronto

URL: http://hdl.handle.net/1807/25456

►

Field Programmable Gate Array (FPGA) devices are increasing in capacity at an exponential rate, and thus there is an increasingly strong demand to accelerate simulated… (more)

Subjects/Keywords: FPGA Placement; GPGPU; 0544

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APA (6^th Edition):

Choong, A. (2010). Parallelizing Simulated Annealing Placement for GPGPU. (Masters Thesis). University of Toronto. Retrieved from http://hdl.handle.net/1807/25456

Chicago Manual of Style (16^th Edition):

Choong, Alexander. “Parallelizing Simulated Annealing Placement for GPGPU.” 2010. Masters Thesis, University of Toronto. Accessed March 04, 2021. http://hdl.handle.net/1807/25456.

MLA Handbook (7^th Edition):

Choong, Alexander. “Parallelizing Simulated Annealing Placement for GPGPU.” 2010. Web. 04 Mar 2021.

Vancouver:

Choong A. Parallelizing Simulated Annealing Placement for GPGPU. [Internet] [Masters thesis]. University of Toronto; 2010. [cited 2021 Mar 04]. Available from: http://hdl.handle.net/1807/25456.

Council of Science Editors:

Choong A. Parallelizing Simulated Annealing Placement for GPGPU. [Masters Thesis]. University of Toronto; 2010. Available from: http://hdl.handle.net/1807/25456

University of Houston

10. Megharaj, Paraag Ashok Kumar. Integrating Processing In-Memory (PIM) Technology into General Purpose Graphics Processing Units (GPGPU) for Energy Efficient Computing.

Degree: MSin Electrical Engineering, Electrical Engineering, 2017, University of Houston

URL: http://hdl.handle.net/10657/4820

► Processing-in-memory (PIM) offers a viable solution to overcome the memory wall crisis that has been plaguing memory system for decades. Due to advancements in 3D… (more)

Subjects/Keywords: Processing in-memory; GPGPU; Offloading

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APA (6^th Edition):

Megharaj, P. A. K. (2017). Integrating Processing In-Memory (PIM) Technology into General Purpose Graphics Processing Units (GPGPU) for Energy Efficient Computing. (Masters Thesis). University of Houston. Retrieved from http://hdl.handle.net/10657/4820

Chicago Manual of Style (16^th Edition):

Megharaj, Paraag Ashok Kumar. “Integrating Processing In-Memory (PIM) Technology into General Purpose Graphics Processing Units (GPGPU) for Energy Efficient Computing.” 2017. Masters Thesis, University of Houston. Accessed March 04, 2021. http://hdl.handle.net/10657/4820.

MLA Handbook (7^th Edition):

Megharaj, Paraag Ashok Kumar. “Integrating Processing In-Memory (PIM) Technology into General Purpose Graphics Processing Units (GPGPU) for Energy Efficient Computing.” 2017. Web. 04 Mar 2021.

Vancouver:

Megharaj PAK. Integrating Processing In-Memory (PIM) Technology into General Purpose Graphics Processing Units (GPGPU) for Energy Efficient Computing. [Internet] [Masters thesis]. University of Houston; 2017. [cited 2021 Mar 04]. Available from: http://hdl.handle.net/10657/4820.

Council of Science Editors:

Megharaj PAK. Integrating Processing In-Memory (PIM) Technology into General Purpose Graphics Processing Units (GPGPU) for Energy Efficient Computing. [Masters Thesis]. University of Houston; 2017. Available from: http://hdl.handle.net/10657/4820

University of Debrecen

11. Szabó, Levente. Párhuzamos programozás GPU segítségével .

Degree: DE – TEK – Informatikai Kar, 2013, University of Debrecen

URL: http://hdl.handle.net/2437/169850

► A szakdolgozatom témáját azért választottam, mert már korábban is használtam GPU-val gyorsított programokat. Video vágó, képszerkesztő és 3D képszerkesztő programok között egyre jobban népszerűbbé vált… (more)

▼ A szakdolgozatom témáját azért választottam, mert már korábban is használtam GPU-val gyorsított programokat. Video vágó, képszerkesztő és 3D képszerkesztő programok között egyre jobban népszerűbbé vált a párhuzamosítás és a videokártyák teljesítményének kihasználása. Nem sokkal ezek megjelenése után el kezdett érdekelni ezek működésének a háttere, hogy mégis hogyan valósítják meg, miben különbözik egy párhuzamosított program egy sima kódtól. Laptop vásárlásnál is fő szempont volt, hogy NVIDIA videokártyával rendelkezzen, hiszen ez a legelterjedtebb a párhuzamosítási eszközök között. Egy ideig nem is tudtam, hogy mit fogok választani szakdolgozatnak, mert a diploma munka listából egyik téma se fogott meg igazán. Mikor megismerkedtem a CUDA programozással tudtam, hogy ezt a témát szeretném elfogadtatni valamelyik tanárral. Miután Dr. Szabó István Tanár Úr beleegyezett, hogy választhatom ezt a témát nála, nem sokkal később a részleteket is megbeszéltük. Sok féle programozási problémát lehet párhuzamosítani, de mi a hővezetés és hőátadás szimulálását választottuk. Az oka az volt, hogy ez egy olyan probléma, amit viszonylag könnyen meg lehet valósítani, mégis nagy számítás igényű, és a gyakorlatban is jól fel lehet használni. Bár a szakdolgozat az épületek falainak hővezetésére korlátozódik, sok más hővezetéssel kapcsolatos problémákra is át lehet ültetni. A szakdolgozat két fő részre osztható. Lényegi része a párhuzamos programozás GPU segítségével. Ez egy hővezetés és hőátadási szimuláció által van bemutatva. A gyorsaság demonstrálására és ellenőrzés szempontjából két program lett megírva, egy CPU-ra és egy pedig GPU-ra. Hogy viszonylag egyenlő eséllyel induljon a két program, mindkettő kihasználja a párhuzamosítás előnyeit. Advisors/Committee Members: Szabó, István (advisor).

Subjects/Keywords: CUDA; GPGPU; párhuzamos programozás; hővezetés

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APA (6^th Edition):

Szabó, L. (2013). Párhuzamos programozás GPU segítségével . (Thesis). University of Debrecen. Retrieved from http://hdl.handle.net/2437/169850

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Chicago Manual of Style (16^th Edition):

Szabó, Levente. “Párhuzamos programozás GPU segítségével .” 2013. Thesis, University of Debrecen. Accessed March 04, 2021. http://hdl.handle.net/2437/169850.

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

MLA Handbook (7^th Edition):

Szabó, Levente. “Párhuzamos programozás GPU segítségével .” 2013. Web. 04 Mar 2021.

Vancouver:

Szabó L. Párhuzamos programozás GPU segítségével . [Internet] [Thesis]. University of Debrecen; 2013. [cited 2021 Mar 04]. Available from: http://hdl.handle.net/2437/169850.

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Council of Science Editors:

Szabó L. Párhuzamos programozás GPU segítségével . [Thesis]. University of Debrecen; 2013. Available from: http://hdl.handle.net/2437/169850

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

12. Andersson, Filip. GPGPU-Sim.

Degree: The Institute of Technology, 2014, Linköping UniversityLinköping University

URL: http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-112574

► This thesis studies the impact of hardware features of graphics cards on performance of GPU computing using GPGPU-Sim simulation software tool. GPU computing is… (more)

Subjects/Keywords: GPGPU-Sim; Simulator; GPU computing

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APA (6^th Edition):

Andersson, F. (2014). GPGPU-Sim. (Thesis). Linköping UniversityLinköping University. Retrieved from http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-112574

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Chicago Manual of Style (16^th Edition):

Andersson, Filip. “GPGPU-Sim.” 2014. Thesis, Linköping UniversityLinköping University. Accessed March 04, 2021. http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-112574.

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

MLA Handbook (7^th Edition):

Andersson, Filip. “GPGPU-Sim.” 2014. Web. 04 Mar 2021.

Vancouver:

Andersson F. GPGPU-Sim. [Internet] [Thesis]. Linköping UniversityLinköping University; 2014. [cited 2021 Mar 04]. Available from: http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-112574.

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Council of Science Editors:

Andersson F. GPGPU-Sim. [Thesis]. Linköping UniversityLinköping University; 2014. Available from: http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-112574

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Uppsala University

13. Blomberg, Simon. Power Efficiency of Radar Signal Processing on Embedded Graphics Processing Units (GPUs).

Degree: 2018, Uppsala University

URL: http://urn.kb.se/resolve?urn=urn:nbn:se:uu:diva-398316

► In recent years the use of graphics processing units for general purpose computation has been increasing. This provides a relatively cheap and easy way… (more)

Subjects/Keywords: GPGPU; Signal Processing; Signalbehandling

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APA (6^th Edition):

Blomberg, S. (2018). Power Efficiency of Radar Signal Processing on Embedded Graphics Processing Units (GPUs). (Thesis). Uppsala University. Retrieved from http://urn.kb.se/resolve?urn=urn:nbn:se:uu:diva-398316

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Chicago Manual of Style (16^th Edition):

Blomberg, Simon. “Power Efficiency of Radar Signal Processing on Embedded Graphics Processing Units (GPUs).” 2018. Thesis, Uppsala University. Accessed March 04, 2021. http://urn.kb.se/resolve?urn=urn:nbn:se:uu:diva-398316.

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

MLA Handbook (7^th Edition):

Blomberg, Simon. “Power Efficiency of Radar Signal Processing on Embedded Graphics Processing Units (GPUs).” 2018. Web. 04 Mar 2021.

Vancouver:

Blomberg S. Power Efficiency of Radar Signal Processing on Embedded Graphics Processing Units (GPUs). [Internet] [Thesis]. Uppsala University; 2018. [cited 2021 Mar 04]. Available from: http://urn.kb.se/resolve?urn=urn:nbn:se:uu:diva-398316.

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Council of Science Editors:

Blomberg S. Power Efficiency of Radar Signal Processing on Embedded Graphics Processing Units (GPUs). [Thesis]. Uppsala University; 2018. Available from: http://urn.kb.se/resolve?urn=urn:nbn:se:uu:diva-398316

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Delft University of Technology

14. Hemminga, S. (author). Programmability Analysis of Image Processing Kernels on Multi-/Many-core Platforms.

Degree: 2011, Delft University of Technology

URL: http://resolver.tudelft.nl/uuid:7efbc439-7a08-40f4-8a07-94879de2eba7

►

In the last few years, the computing industry has changed its course from ever higher clock speeds to multi- and many-core systems. These new parallel… (more)

Subjects/Keywords: OpenCL; GPU; GPGPU; Cell BE

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APA (6^th Edition):

Hemminga, S. (. (2011). Programmability Analysis of Image Processing Kernels on Multi-/Many-core Platforms. (Masters Thesis). Delft University of Technology. Retrieved from http://resolver.tudelft.nl/uuid:7efbc439-7a08-40f4-8a07-94879de2eba7

Chicago Manual of Style (16^th Edition):

Hemminga, S (author). “Programmability Analysis of Image Processing Kernels on Multi-/Many-core Platforms.” 2011. Masters Thesis, Delft University of Technology. Accessed March 04, 2021. http://resolver.tudelft.nl/uuid:7efbc439-7a08-40f4-8a07-94879de2eba7.

MLA Handbook (7^th Edition):

Hemminga, S (author). “Programmability Analysis of Image Processing Kernels on Multi-/Many-core Platforms.” 2011. Web. 04 Mar 2021.

Vancouver:

Hemminga S(. Programmability Analysis of Image Processing Kernels on Multi-/Many-core Platforms. [Internet] [Masters thesis]. Delft University of Technology; 2011. [cited 2021 Mar 04]. Available from: http://resolver.tudelft.nl/uuid:7efbc439-7a08-40f4-8a07-94879de2eba7.

Council of Science Editors:

Hemminga S(. Programmability Analysis of Image Processing Kernels on Multi-/Many-core Platforms. [Masters Thesis]. Delft University of Technology; 2011. Available from: http://resolver.tudelft.nl/uuid:7efbc439-7a08-40f4-8a07-94879de2eba7

Universitat Politècnica de València

15. Reaño González, Carlos. On the Enhancement of Remote GPU Virtualization in High Performance Clusters .

Degree: 2017, Universitat Politècnica de València

URL: http://hdl.handle.net/10251/86219

► Graphics Processing Units (GPUs) are being adopted in many computing facilities given their extraordinary computing power, which makes it possible to accelerate many general purpose… (more)

▼ Graphics Processing Units (GPUs) are being adopted in many computing facilities given their extraordinary computing power, which makes it possible to accelerate many general purpose applications from different domains. However, GPUs also present several side effects, such as increased acquisition costs as well as larger space requirements. They also require more powerful energy supplies. Furthermore, GPUs still consume some amount of energy while idle and their utilization is usually low for most workloads. In a similar way to virtual machines, the use of virtual GPUs may address the aforementioned concerns. In this regard, the remote GPU virtualization mechanism allows an application being executed in a node of the cluster to transparently use the GPUs installed at other nodes. Moreover, this technique allows to share the GPUs present in the computing facility among the applications being executed in the cluster. In this way, several applications being executed in different (or the same) cluster nodes can share one or more GPUs located in other nodes of the cluster. Sharing GPUs should increase overall GPU utilization, thus reducing the negative impact of the side effects mentioned before. Reducing the total amount of GPUs installed in the cluster may also be possible. In this dissertation we enhance one framework offering remote GPU virtualization capabilities, referred to as rCUDA, for its use in high-performance clusters. While the initial prototype version of rCUDA demonstrated its functionality, it also revealed concerns with respect to usability, performance, and support for new GPU features, which prevented its used in production environments. These issues motivated this thesis, in which all the research is primarily conducted with the aim of turning rCUDA into a production-ready solution for eventually transferring it to industry. The new version of rCUDA resulting from this work presents a reduction of up to 35% in execution time of the applications analyzed with respect to the initial version. Compared to the use of local GPUs, the overhead of this new version of rCUDA is below 5% for the applications studied when using the latest high-performance computing networks available.; Las unidades de procesamiento gráfico (Graphics Processing Units, GPUs) están siendo utilizadas en muchas instalaciones de computación dada su extraordinaria capacidad de cálculo, la cual hace posible acelerar muchas aplicaciones de propósito general de diferentes dominios. Sin embargo, las GPUs también presentan algunas desventajas, como el aumento de los costos de adquisición, así como mayores requerimientos de espacio. Asimismo, también requieren un suministro de energía más potente. Además, las GPUs consumen una cierta cantidad de energía aún estando inactivas, y su utilización suele ser baja para la mayoría de las cargas de trabajo. De manera similar a las máquinas virtuales, el uso de GPUs virtuales podría hacer frente a los inconvenientes mencionados. En este sentido, el mecanismo de virtualización remota de GPUs permite… Advisors/Committee Members: Duato Marín, José Francisco (advisor), Silla Jiménez, Federico (advisor).

Subjects/Keywords: GPGPU; CUDA; Virtualization; InfiniBand

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APA (6^th Edition):

Reaño González, C. (2017). On the Enhancement of Remote GPU Virtualization in High Performance Clusters . (Doctoral Dissertation). Universitat Politècnica de València. Retrieved from http://hdl.handle.net/10251/86219

Chicago Manual of Style (16^th Edition):

Reaño González, Carlos. “On the Enhancement of Remote GPU Virtualization in High Performance Clusters .” 2017. Doctoral Dissertation, Universitat Politècnica de València. Accessed March 04, 2021. http://hdl.handle.net/10251/86219.

MLA Handbook (7^th Edition):

Reaño González, Carlos. “On the Enhancement of Remote GPU Virtualization in High Performance Clusters .” 2017. Web. 04 Mar 2021.

Vancouver:

Reaño González C. On the Enhancement of Remote GPU Virtualization in High Performance Clusters . [Internet] [Doctoral dissertation]. Universitat Politècnica de València; 2017. [cited 2021 Mar 04]. Available from: http://hdl.handle.net/10251/86219.

Council of Science Editors:

Reaño González C. On the Enhancement of Remote GPU Virtualization in High Performance Clusters . [Doctoral Dissertation]. Universitat Politècnica de València; 2017. Available from: http://hdl.handle.net/10251/86219

16. Hegie, Joshua M. A Parallel Application for Tree Selection in the Steiner Minimal Tree Problem.

Degree: 2015, University of Nevada – Reno

URL: http://hdl.handle.net/11714/2622

► A classic optimization problem in mathematics is the problem of determining the shortest possible length for a network of points. One of these problems, that… (more)

Subjects/Keywords: GPGPU Computing; Steiner Minimal Tree

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APA (6^th Edition):

Hegie, J. M. (2015). A Parallel Application for Tree Selection in the Steiner Minimal Tree Problem. (Thesis). University of Nevada – Reno. Retrieved from http://hdl.handle.net/11714/2622

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Chicago Manual of Style (16^th Edition):

Hegie, Joshua M. “A Parallel Application for Tree Selection in the Steiner Minimal Tree Problem.” 2015. Thesis, University of Nevada – Reno. Accessed March 04, 2021. http://hdl.handle.net/11714/2622.

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

MLA Handbook (7^th Edition):

Hegie, Joshua M. “A Parallel Application for Tree Selection in the Steiner Minimal Tree Problem.” 2015. Web. 04 Mar 2021.

Vancouver:

Hegie JM. A Parallel Application for Tree Selection in the Steiner Minimal Tree Problem. [Internet] [Thesis]. University of Nevada – Reno; 2015. [cited 2021 Mar 04]. Available from: http://hdl.handle.net/11714/2622.

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Council of Science Editors:

Hegie JM. A Parallel Application for Tree Selection in the Steiner Minimal Tree Problem. [Thesis]. University of Nevada – Reno; 2015. Available from: http://hdl.handle.net/11714/2622

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Clemson University

17. Rayrikar, Bhushan. Parallel Implementation of the Singular Value Decomposition using OpenCL.

Degree: MS, Computer Engineering, 2011, Clemson University

URL: https://tigerprints.clemson.edu/all_theses/1292

► General-Purpose Graphics Processing Units (GPGPUs) have massively parallel computational capabilities. Low cost and ease of programming make them a popular choice over other parallel architectures… (more)

▼ General-Purpose Graphics Processing Units (GPGPUs) have massively parallel computational capabilities. Low cost and ease of programming make them a popular choice over other parallel architectures such as large clusters and accelerators such as Field-Programmable Gate Arrays (FPGAs). Mature programming frameworks for GPGPUs, such as CUDA from Nvidia and OpenCL from the Khronos Group, reduce the learning curve and development time for programming GPGPU architectures. OpenCL, a relatively new industry standard for parallel computing makes it possible to write a single program for heterogeneous platforms that is portable across multiple platforms including GPGPUs and multi-core processors with minimal coding modifications. GPGPU architectures have been successfully used for accelerating many computationally expensive problems including many linear algebra algorithms, which are inherently parallel in nature. Singular Value Decomposition (SVD) is a computationally expensive linear algebra matrix decomposition technique that has many applications including data compression, facial recognition, and solving a system of equations. As the dimensions of the matrix increase, SVD computation becomes increasingly time consuming. Since SVD is a major part of some algorithms such as Eigenfaces (a facial recognition algorithm based on Principle Component Analysis), the overall runtime for these algorithms depends heavily on the execution time of SVD. Hence, to implement efficient applications based on SVD, for example real-time facial recognition, it is desirable to accelerate the SVD algorithm. In this work, a parallel implementation of Singular Value Decomposition is discussed in detail. It uses many basic linear algebra techniques such as matrix-vector multiplication, vector norms and vector outer products. This work focuses on the implementation techniques, optimization methods (specifically for a GPGPU implementation) and their effect on the overall performance of the algorithm. We present the performance analysis of this algorithm on NVIDIA's Tesla C2050 GPU as compared to the single-threaded serial implementation executed on an Intel 2.66 GHz Q9450 processor. We report speedups up to 20x for the parallel SVD computation. The results discussed in this thesis demonstrate the potential of the computational resources available with GPGPUs. Advisors/Committee Members: Smith, Melissa, Birchfield , Stanley, Gowdy , John.

Subjects/Keywords: GPGPU; OpenCL; SVD; Computer Engineering

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APA · Chicago · MLA · Vancouver · CSE | Export to Zotero / EndNote / Reference Manager

APA (6^th Edition):

Rayrikar, B. (2011). Parallel Implementation of the Singular Value Decomposition using OpenCL. (Masters Thesis). Clemson University. Retrieved from https://tigerprints.clemson.edu/all_theses/1292

Chicago Manual of Style (16^th Edition):

Rayrikar, Bhushan. “Parallel Implementation of the Singular Value Decomposition using OpenCL.” 2011. Masters Thesis, Clemson University. Accessed March 04, 2021. https://tigerprints.clemson.edu/all_theses/1292.

MLA Handbook (7^th Edition):

Rayrikar, Bhushan. “Parallel Implementation of the Singular Value Decomposition using OpenCL.” 2011. Web. 04 Mar 2021.

Vancouver:

Rayrikar B. Parallel Implementation of the Singular Value Decomposition using OpenCL. [Internet] [Masters thesis]. Clemson University; 2011. [cited 2021 Mar 04]. Available from: https://tigerprints.clemson.edu/all_theses/1292.

Council of Science Editors:

Rayrikar B. Parallel Implementation of the Singular Value Decomposition using OpenCL. [Masters Thesis]. Clemson University; 2011. Available from: https://tigerprints.clemson.edu/all_theses/1292

University of Waterloo

18. Berkovich, Shay. Parallel Run-Time Verification.

Degree: 2013, University of Waterloo

URL: http://hdl.handle.net/10012/7252

► Run-time verification is a technique to reason about a program correctness. Given a set of desirable properties and a program trace from the inspected program… (more)

Subjects/Keywords: verification; GPGPU; monitoring; LTL

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APA (6^th Edition):

Berkovich, S. (2013). Parallel Run-Time Verification. (Thesis). University of Waterloo. Retrieved from http://hdl.handle.net/10012/7252

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Chicago Manual of Style (16^th Edition):

Berkovich, Shay. “Parallel Run-Time Verification.” 2013. Thesis, University of Waterloo. Accessed March 04, 2021. http://hdl.handle.net/10012/7252.

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

MLA Handbook (7^th Edition):

Berkovich, Shay. “Parallel Run-Time Verification.” 2013. Web. 04 Mar 2021.

Vancouver:

Berkovich S. Parallel Run-Time Verification. [Internet] [Thesis]. University of Waterloo; 2013. [cited 2021 Mar 04]. Available from: http://hdl.handle.net/10012/7252.

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Council of Science Editors:

Berkovich S. Parallel Run-Time Verification. [Thesis]. University of Waterloo; 2013. Available from: http://hdl.handle.net/10012/7252

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

University of New South Wales

19. Ke, Jing. Parallel Computing and Performance Optimisation in Remotely Sensed Image Processing.

Degree: Computer Science & Engineering, 2018, University of New South Wales

URL: http://handle.unsw.edu.au/1959.4/59793 ; https://unsworks.unsw.edu.au/fapi/datastream/unsworks:49745/SOURCE02?view=true

► Remote sensing is the acquisition of physical response from an object without touch or contact, often collected by remote sensors mounted on satellites or aircraft.… (more)

▼ Remote sensing is the acquisition of physical response from an object without touch or contact, often collected by remote sensors mounted on satellites or aircraft. Such datasets have been used for many decades in a wide range of applications. With advances in sensor technology, earth imaging is now possible at an unprecedented level of detail, and the amount of data acquired by imaging sensors has been growing rapidly in recent years. Many procedures for processing remotely sensed information are characterised by massively parallel data processing, intensive computation and complex processing algorithms. These characteristics make real-time processing of large datasets very crucial. Graphical Processing Unit (GPU) is a typical parallel computing and multicore architecture, designed to perform computations on large amounts of independent data. In recent years, GPU has become dominant for high performance computing and its massive computational capability is well suited to analyse large-scale remotely sensed information.The thesis studies the computing architecture and memory hierarchy of GPUs accelerators, and discusses the main performance issues in scientific and parallel computing. Parallel computing frameworks, parallelisation strategies, performance optimisation and acceleration algorithms for remotely sensed image processing are provided. Effective and efficient solutions are provided to dynamic programming based NP-hard optimisation problems and pixel-classification based hyperspectral imaging unmixing procedures. Verification methods are desgined to evaluate performance in terms of accuracy and speedup. The proposed methods assume spatial smoothness in remotely sensed images, which distinguishes them from artificial arts or natural photos. The benchmark tests show good performance accelerations compared with both sequential and parallel implementations in the literature on NVIDIA GPU accelerators. An analysis of performance profile results is presented and can be referred as a guide to similar parallelisation strategies for other computing platforms. Advisors/Committee Members: Sowmya, Arcot, Computer Science & Engineering, Faculty of Engineering, UNSW, Bednarz, Tomasz, Art, Faculty of Art & Design, UNSW.

Subjects/Keywords: Parallel computing; GPGPU; Remote sensing

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APA (6^th Edition):

Ke, J. (2018). Parallel Computing and Performance Optimisation in Remotely Sensed Image Processing. (Doctoral Dissertation). University of New South Wales. Retrieved from http://handle.unsw.edu.au/1959.4/59793 ; https://unsworks.unsw.edu.au/fapi/datastream/unsworks:49745/SOURCE02?view=true

Chicago Manual of Style (16^th Edition):

Ke, Jing. “Parallel Computing and Performance Optimisation in Remotely Sensed Image Processing.” 2018. Doctoral Dissertation, University of New South Wales. Accessed March 04, 2021. http://handle.unsw.edu.au/1959.4/59793 ; https://unsworks.unsw.edu.au/fapi/datastream/unsworks:49745/SOURCE02?view=true.

MLA Handbook (7^th Edition):

Ke, Jing. “Parallel Computing and Performance Optimisation in Remotely Sensed Image Processing.” 2018. Web. 04 Mar 2021.

Vancouver:

Ke J. Parallel Computing and Performance Optimisation in Remotely Sensed Image Processing. [Internet] [Doctoral dissertation]. University of New South Wales; 2018. [cited 2021 Mar 04]. Available from: http://handle.unsw.edu.au/1959.4/59793 ; https://unsworks.unsw.edu.au/fapi/datastream/unsworks:49745/SOURCE02?view=true.

Council of Science Editors:

Ke J. Parallel Computing and Performance Optimisation in Remotely Sensed Image Processing. [Doctoral Dissertation]. University of New South Wales; 2018. Available from: http://handle.unsw.edu.au/1959.4/59793 ; https://unsworks.unsw.edu.au/fapi/datastream/unsworks:49745/SOURCE02?view=true

Brno University of Technology

20. Izrael, Petr. SAT Solver akcelerovaný pomocí GPU: GPU Accelerated SAT Solver.

Degree: 2019, Brno University of Technology

URL: http://hdl.handle.net/11012/53479

► This thesis is concerned with design and implementation of a complete SAT solver accelerated on GPU. The achitecture of modern graphics cards is described as… (more)

Subjects/Keywords: SAT; DPLL; CUDA; GPU; GPGPU; SAT; DPLL; CUDA; GPU; GPGPU

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APA (6^th Edition):

Izrael, P. (2019). SAT Solver akcelerovaný pomocí GPU: GPU Accelerated SAT Solver. (Thesis). Brno University of Technology. Retrieved from http://hdl.handle.net/11012/53479

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Chicago Manual of Style (16^th Edition):

Izrael, Petr. “SAT Solver akcelerovaný pomocí GPU: GPU Accelerated SAT Solver.” 2019. Thesis, Brno University of Technology. Accessed March 04, 2021. http://hdl.handle.net/11012/53479.

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

MLA Handbook (7^th Edition):

Izrael, Petr. “SAT Solver akcelerovaný pomocí GPU: GPU Accelerated SAT Solver.” 2019. Web. 04 Mar 2021.

Vancouver:

Izrael P. SAT Solver akcelerovaný pomocí GPU: GPU Accelerated SAT Solver. [Internet] [Thesis]. Brno University of Technology; 2019. [cited 2021 Mar 04]. Available from: http://hdl.handle.net/11012/53479.

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Council of Science Editors:

Izrael P. SAT Solver akcelerovaný pomocí GPU: GPU Accelerated SAT Solver. [Thesis]. Brno University of Technology; 2019. Available from: http://hdl.handle.net/11012/53479

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Brno University of Technology

21. Dvořák, Jakub. Streaming Ray Tracer na GPU: Streaming Ray Tracer on GPU.

Degree: 2019, Brno University of Technology

URL: http://hdl.handle.net/11012/53251

► Current consumer GPUs can be used as high performance stream processors and are a tempting platform to be used to implement raytracing. In this paper… (more)

Subjects/Keywords: Raytracing; Stream processing; GPGPU; CUDA; Raytracing; Stream processing; GPGPU; CUDA

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APA (6^th Edition):

Dvořák, J. (2019). Streaming Ray Tracer na GPU: Streaming Ray Tracer on GPU. (Thesis). Brno University of Technology. Retrieved from http://hdl.handle.net/11012/53251

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Chicago Manual of Style (16^th Edition):

Dvořák, Jakub. “Streaming Ray Tracer na GPU: Streaming Ray Tracer on GPU.” 2019. Thesis, Brno University of Technology. Accessed March 04, 2021. http://hdl.handle.net/11012/53251.

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

MLA Handbook (7^th Edition):

Dvořák, Jakub. “Streaming Ray Tracer na GPU: Streaming Ray Tracer on GPU.” 2019. Web. 04 Mar 2021.

Vancouver:

Dvořák J. Streaming Ray Tracer na GPU: Streaming Ray Tracer on GPU. [Internet] [Thesis]. Brno University of Technology; 2019. [cited 2021 Mar 04]. Available from: http://hdl.handle.net/11012/53251.

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Council of Science Editors:

Dvořák J. Streaming Ray Tracer na GPU: Streaming Ray Tracer on GPU. [Thesis]. Brno University of Technology; 2019. Available from: http://hdl.handle.net/11012/53251

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Brno University of Technology

22. Schreiber, Petr. Realizace vybraných výpočtů pomocí grafických karet: The realization of selected mathematical computations using graphical cards.

Degree: 2019, Brno University of Technology

URL: http://hdl.handle.net/11012/3314

► This work discusses available approaches for programming graphic hardware as a platform for executing parallel calculations. Text of the work is focused on new OpenCL… (more)

Subjects/Keywords: grafická karta; paralelní výpočet; GPGPU; graphic card; parallel computation; GPGPU

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APA (6^th Edition):

Schreiber, P. (2019). Realizace vybraných výpočtů pomocí grafických karet: The realization of selected mathematical computations using graphical cards. (Thesis). Brno University of Technology. Retrieved from http://hdl.handle.net/11012/3314

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Chicago Manual of Style (16^th Edition):

Schreiber, Petr. “Realizace vybraných výpočtů pomocí grafických karet: The realization of selected mathematical computations using graphical cards.” 2019. Thesis, Brno University of Technology. Accessed March 04, 2021. http://hdl.handle.net/11012/3314.

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

MLA Handbook (7^th Edition):

Schreiber, Petr. “Realizace vybraných výpočtů pomocí grafických karet: The realization of selected mathematical computations using graphical cards.” 2019. Web. 04 Mar 2021.

Vancouver:

Schreiber P. Realizace vybraných výpočtů pomocí grafických karet: The realization of selected mathematical computations using graphical cards. [Internet] [Thesis]. Brno University of Technology; 2019. [cited 2021 Mar 04]. Available from: http://hdl.handle.net/11012/3314.

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Council of Science Editors:

Schreiber P. Realizace vybraných výpočtů pomocí grafických karet: The realization of selected mathematical computations using graphical cards. [Thesis]. Brno University of Technology; 2019. Available from: http://hdl.handle.net/11012/3314

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Université de Grenoble

23. Horrein, Pierre-Henri. Architectures logicielles pour la radio flexible : intégration d'unités de calcul hétérogènes : Software design for flexible radio : integration of heterogeneous computing units.

Degree: Docteur es, Informatique, 2012, Université de Grenoble

URL: http://www.theses.fr/2012GRENM003

►

L'utilisation de la radio flexible permet d'envisager des réseaux sans fil évolutifs, plus efficaces et plus intelligents. Le terme «~radio flexible~» est un terme très… (more)

▼

L'utilisation de la radio flexible permet d'envisager des réseaux sans fil évolutifs, plus efficaces et plus intelligents. Le terme «~radio flexible~» est un terme très général, qui peut s'appliquer à une implanta- tion logicielle des opérations, à une implantation matérielle adaptable basée sur des accélérateurs matériels, ou encore à des implantations mixtes. Il regroupe en fait toutes les implantations de terminaux radio qui ne sont pas figées. Les travaux réalisés durant cette thèse tournent autour de deux points. Le premier est l'utilisation des processeurs graphiques pour la radio flexible, et plus particulièrement pour la radio logicielle. Ces cibles offrent des performances impressionnantes en termes de débit brut de calcul, en se basant sur architecture massivement parallèle. Le parallélisme de données utilisé dans ces processeurs diffère cependant du parallélisme de tâches souvent exploitées dans les applications de radio logicielle. Différentes approches pour résoudre ce problème sont étudiées. Les résultats obtenus sur ce point permettent une nette amélioration du débit de calcul atteignable avec une implantation logicielle, tout en libérant le processeur pour d'autres tâches. Le deuxième point abordé dans cette étude concerne la définition d'un environnement perme- ttant de supporter différentes possibilités d'implantation de la radio flexible. Cet environnement englobe le support de la plateforme hétérogène, et la gestion des applications sur ces plateformes. Bien qu'encore expérimental, les premiers résultats obtenus avec l'environnement montrent ses capacités d'adaptation, et le rendent utilisable pour des applications radio variées sur des plateformes hétérogènes.

The development of flexible radio leads to evolving wireless networks. This character- istic enables more efficient and smarter networks. Flexible radio is not a precise definition. It can be used to describe a software implementation of radio operations, as well as a hardware implementation based on configurable hardware coprocessors. It can also refer to heterogeneous implementations. It describes any implementation which can evolve. During this PhD, we focused on two different aspects of flexible radio. First, the use of graphi- cal processors for flexible radio (and especially software radio) is studied. These execution targets enable impressive performances, when studying raw attainable processing throughput, through the use of massively parallel architectures. The problem is that the data parallelism exhibited by these processors does not match the task parallelism of software radio applications. Different approaches to correct this mismatch are studied in this work. The displayed results show an improvement in the at- tainable software implementation, while letting the processor process other tasks. The other issue addressed in this work is the definition of an environment able to support dif- ferent implementation choices for flexible radio. Support for multiple implementations includes heterogeneous platforms support, as well as…

Advisors/Committee Members: Pétrot, Frédéric (thesis director).

Subjects/Keywords: Radio Flexible; Environnement; GPGPU; Plateformes hétérogènes; Flexible Radio; GPGPU; Heterogeneous MPSoC

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APA · Chicago · MLA · Vancouver · CSE | Export to Zotero / EndNote / Reference Manager

APA (6^th Edition):

Horrein, P. (2012). Architectures logicielles pour la radio flexible : intégration d'unités de calcul hétérogènes : Software design for flexible radio : integration of heterogeneous computing units. (Doctoral Dissertation). Université de Grenoble. Retrieved from http://www.theses.fr/2012GRENM003

Chicago Manual of Style (16^th Edition):

Horrein, Pierre-Henri. “Architectures logicielles pour la radio flexible : intégration d'unités de calcul hétérogènes : Software design for flexible radio : integration of heterogeneous computing units.” 2012. Doctoral Dissertation, Université de Grenoble. Accessed March 04, 2021. http://www.theses.fr/2012GRENM003.

MLA Handbook (7^th Edition):

Horrein, Pierre-Henri. “Architectures logicielles pour la radio flexible : intégration d'unités de calcul hétérogènes : Software design for flexible radio : integration of heterogeneous computing units.” 2012. Web. 04 Mar 2021.

Vancouver:

Horrein P. Architectures logicielles pour la radio flexible : intégration d'unités de calcul hétérogènes : Software design for flexible radio : integration of heterogeneous computing units. [Internet] [Doctoral dissertation]. Université de Grenoble; 2012. [cited 2021 Mar 04]. Available from: http://www.theses.fr/2012GRENM003.

Council of Science Editors:

Horrein P. Architectures logicielles pour la radio flexible : intégration d'unités de calcul hétérogènes : Software design for flexible radio : integration of heterogeneous computing units. [Doctoral Dissertation]. Université de Grenoble; 2012. Available from: http://www.theses.fr/2012GRENM003

24. Sankaranarayanan, Alamelu. Optimizations for energy efficiency in GPGPU architectures.

Degree: Computer Engineering, 2016, University of California – Santa Cruz

URL: http://www.escholarship.org/uc/item/4m03d2qz

► It is commonplace for graphics processing units or GPUs today to render extremely complex 3D scenes and textures, in real time, both in the traditional… (more)

Subjects/Keywords: Computer engineering; Energy Efficiency; GPGPU; Microarchitecture

15 more images…

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APA (6^th Edition):

Sankaranarayanan, A. (2016). Optimizations for energy efficiency in GPGPU architectures. (Thesis). University of California – Santa Cruz. Retrieved from http://www.escholarship.org/uc/item/4m03d2qz

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Chicago Manual of Style (16^th Edition):

Sankaranarayanan, Alamelu. “Optimizations for energy efficiency in GPGPU architectures.” 2016. Thesis, University of California – Santa Cruz. Accessed March 04, 2021. http://www.escholarship.org/uc/item/4m03d2qz.

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

MLA Handbook (7^th Edition):

Sankaranarayanan, Alamelu. “Optimizations for energy efficiency in GPGPU architectures.” 2016. Web. 04 Mar 2021.

Vancouver:

Sankaranarayanan A. Optimizations for energy efficiency in GPGPU architectures. [Internet] [Thesis]. University of California – Santa Cruz; 2016. [cited 2021 Mar 04]. Available from: http://www.escholarship.org/uc/item/4m03d2qz.

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Council of Science Editors:

Sankaranarayanan A. Optimizations for energy efficiency in GPGPU architectures. [Thesis]. University of California – Santa Cruz; 2016. Available from: http://www.escholarship.org/uc/item/4m03d2qz

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Rochester Institute of Technology

25. Dumont, Michael. Markov chain Monte Carlo on the GPU.

Degree: Computer Science (GCCIS), 2011, Rochester Institute of Technology

URL: https://scholarworks.rit.edu/theses/83

► Markov chains are a useful tool in statistics that allow us to sample and model a large population of individuals. We can extend this idea… (more)

Subjects/Keywords: Approximation; GPGPU; GPU; Markov chain; Monte carlo

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APA (6^th Edition):

Dumont, M. (2011). Markov chain Monte Carlo on the GPU. (Thesis). Rochester Institute of Technology. Retrieved from https://scholarworks.rit.edu/theses/83

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Chicago Manual of Style (16^th Edition):

Dumont, Michael. “Markov chain Monte Carlo on the GPU.” 2011. Thesis, Rochester Institute of Technology. Accessed March 04, 2021. https://scholarworks.rit.edu/theses/83.

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

MLA Handbook (7^th Edition):

Dumont, Michael. “Markov chain Monte Carlo on the GPU.” 2011. Web. 04 Mar 2021.

Vancouver:

Dumont M. Markov chain Monte Carlo on the GPU. [Internet] [Thesis]. Rochester Institute of Technology; 2011. [cited 2021 Mar 04]. Available from: https://scholarworks.rit.edu/theses/83.

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Council of Science Editors:

Dumont M. Markov chain Monte Carlo on the GPU. [Thesis]. Rochester Institute of Technology; 2011. Available from: https://scholarworks.rit.edu/theses/83

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Texas A&M University

26. Deka, Sthiti. A CPU-GPU Hybrid Approach for Accelerating Cross-correlation Based Strain Elastography.

Degree: MS, Electrical Engineering, 2011, Texas A&M University

URL: http://hdl.handle.net/1969.1/ETD-TAMU-2010-05-7908

► Elastography is a non-invasive imaging modality that uses ultrasound to estimate the elasticity of soft tissues. The resulting images are called 'elastograms'. Elastography techniques are… (more)

▼ Elastography is a non-invasive imaging modality that uses ultrasound to estimate the elasticity of soft tissues. The resulting images are called 'elastograms'. Elastography techniques are promising as cost-effective tools in the early detection of pathological changes in soft tissues. The quality of elastographic images depends on the accuracy of the local displacement estimates. Cross-correlation based displacement estimators are precise and sensitive. However cross-correlation based techniques are computationally intense and may limit the use of elastography as a real-time diagnostic tool. This study investigates the use of parallel general purpose graphics processing unit (GPGPU) engines for speeding up generation of elastograms at real-time frame rates while preserving elastographic image quality. To achieve this goal, a cross-correlation based time-delay estimation algorithm was developed in C programming language and was profiled to locate performance blocks. The hotspots were addressed by employing software pipelining, read-ahead and eliminating redundant computations. The algorithm was then analyzed for parallelization on GPGPU and the stages that would map well to the GPGPU hardware were identified. By employing optimization principles for efficient memory access and efficient execution, a net improvement of 67x with respect to the original optimized C version of the estimator was achieved. For typical diagnostic depths of 3-4cm and elastographic processing parameters, this implementation can yield elastographic frame rates in the order of 50fps. It was also observed that all of the stages in elastography cannot be offloaded to the GPGPU for computation because some stages have sub-optimal memory access patterns. Additionally, data transfer from graphics card memory to system memory can be efficiently overlapped with concurrent CPU execution. Therefore a hybrid model of computation where computational load is optimally distributed between CPU and GPGPU was identified as an optimal approach to adequately tackle the speed-quality problem in real-time imaging. The results of this research suggest that use of GPGPU as a co-processor to CPU may allow generation of elastograms at real time frame rates without significant compromise in image quality, a scenario that could be very favorable in real-time clinical elastography. Advisors/Committee Members: Righetti, Raffaella (advisor), Kundur, Deepa (committee member), Ji, Jim (committee member), Bettati, Riccardo (committee member).

Subjects/Keywords: elastography; GPGPU; accelerating; speedup; cross-correlation; ultrasound

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APA · Chicago · MLA · Vancouver · CSE | Export to Zotero / EndNote / Reference Manager

APA (6^th Edition):

Deka, S. (2011). A CPU-GPU Hybrid Approach for Accelerating Cross-correlation Based Strain Elastography. (Masters Thesis). Texas A&M University. Retrieved from http://hdl.handle.net/1969.1/ETD-TAMU-2010-05-7908

Chicago Manual of Style (16^th Edition):

Deka, Sthiti. “A CPU-GPU Hybrid Approach for Accelerating Cross-correlation Based Strain Elastography.” 2011. Masters Thesis, Texas A&M University. Accessed March 04, 2021. http://hdl.handle.net/1969.1/ETD-TAMU-2010-05-7908.

MLA Handbook (7^th Edition):

Deka, Sthiti. “A CPU-GPU Hybrid Approach for Accelerating Cross-correlation Based Strain Elastography.” 2011. Web. 04 Mar 2021.

Vancouver:

Deka S. A CPU-GPU Hybrid Approach for Accelerating Cross-correlation Based Strain Elastography. [Internet] [Masters thesis]. Texas A&M University; 2011. [cited 2021 Mar 04]. Available from: http://hdl.handle.net/1969.1/ETD-TAMU-2010-05-7908.

Council of Science Editors:

Deka S. A CPU-GPU Hybrid Approach for Accelerating Cross-correlation Based Strain Elastography. [Masters Thesis]. Texas A&M University; 2011. Available from: http://hdl.handle.net/1969.1/ETD-TAMU-2010-05-7908

University of Toronto

27. Gurfinkel, Steven. The Distribution of OpenCL Kernel Execution Across Multiple Devices.

Degree: 2014, University of Toronto

URL: http://hdl.handle.net/1807/67879

►

Many computer systems now include both CPUs and programmable GPUs. OpenCL, a new programming framework, can program individual CPUs or GPUs; however, distributing a problem… (more)

Subjects/Keywords: Distributed; GPGPU; GPU; Heterogeneous; OpenCL; 0464

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APA · Chicago · MLA · Vancouver · CSE | Export to Zotero / EndNote / Reference Manager

APA (6^th Edition):

Gurfinkel, S. (2014). The Distribution of OpenCL Kernel Execution Across Multiple Devices. (Masters Thesis). University of Toronto. Retrieved from http://hdl.handle.net/1807/67879

Chicago Manual of Style (16^th Edition):

Gurfinkel, Steven. “The Distribution of OpenCL Kernel Execution Across Multiple Devices.” 2014. Masters Thesis, University of Toronto. Accessed March 04, 2021. http://hdl.handle.net/1807/67879.

MLA Handbook (7^th Edition):

Gurfinkel, Steven. “The Distribution of OpenCL Kernel Execution Across Multiple Devices.” 2014. Web. 04 Mar 2021.

Vancouver:

Gurfinkel S. The Distribution of OpenCL Kernel Execution Across Multiple Devices. [Internet] [Masters thesis]. University of Toronto; 2014. [cited 2021 Mar 04]. Available from: http://hdl.handle.net/1807/67879.

Council of Science Editors:

Gurfinkel S. The Distribution of OpenCL Kernel Execution Across Multiple Devices. [Masters Thesis]. University of Toronto; 2014. Available from: http://hdl.handle.net/1807/67879

Universidade Nova

28. Soldado, Fábio Miguel Cardoso. Heterogeneous computing with an algorithmic skeleton framework.

Degree: 2014, Universidade Nova

URL: http://www.rcaap.pt/detail.jsp?id=oai:run.unl.pt:10362/13245

► The Graphics Processing Unit (GPU) is present in almost every modern day personal computer. Despite its specific purpose design, they have been increasingly used for… (more)

Subjects/Keywords: Algorithmic skeletons; OpenCL; GPGPU; Heterogeneous computing

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APA (6^th Edition):

Soldado, F. M. C. (2014). Heterogeneous computing with an algorithmic skeleton framework. (Thesis). Universidade Nova. Retrieved from http://www.rcaap.pt/detail.jsp?id=oai:run.unl.pt:10362/13245

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Chicago Manual of Style (16^th Edition):

Soldado, Fábio Miguel Cardoso. “Heterogeneous computing with an algorithmic skeleton framework.” 2014. Thesis, Universidade Nova. Accessed March 04, 2021. http://www.rcaap.pt/detail.jsp?id=oai:run.unl.pt:10362/13245.

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

MLA Handbook (7^th Edition):

Soldado, Fábio Miguel Cardoso. “Heterogeneous computing with an algorithmic skeleton framework.” 2014. Web. 04 Mar 2021.

Vancouver:

Soldado FMC. Heterogeneous computing with an algorithmic skeleton framework. [Internet] [Thesis]. Universidade Nova; 2014. [cited 2021 Mar 04]. Available from: http://www.rcaap.pt/detail.jsp?id=oai:run.unl.pt:10362/13245.

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Council of Science Editors:

Soldado FMC. Heterogeneous computing with an algorithmic skeleton framework. [Thesis]. Universidade Nova; 2014. Available from: http://www.rcaap.pt/detail.jsp?id=oai:run.unl.pt:10362/13245

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

University of Delaware

29. Vanderbruggen, Tristan. Application of deep-learning to compiler-based graphs.

Degree: PhD, University of Delaware, Department of Computer and Information Sciences, 2018, University of Delaware

URL: http://udspace.udel.edu/handle/19716/23587

► Graph-structured data is used in many domains to represent complex objects, such as the molecular structure of chemicals or interactions between members of a social… (more)

▼ Graph-structured data is used in many domains to represent complex objects, such as the molecular structure of chemicals or interactions between members of a social network. However, extracting meaningful information from these graphs is a difficult task, which is often undertaken on a case by case basis. Devising automated methods to mine information from graphs has become increasingly important as the use of graphs becomes more prevalent. Techniques have been developed that adapt algorithms, like support vector machine, to extract information from graphs with minimal preprocessing. Unfortunately, none of these techniques permit the use of deep neural networks (DNNs) to learn from graphs. Given the potential of DNNs to learn from large amounts of data, this has become an important area of interest. Recently, a technique based on graph spectral analysis was proposed to characterize graphs in a way that allows them to be used as input by DNNs. ☐ We used this technique to apply DNNs to two different systems problems, i.e., 1) classifying malicious applications based on graph-structured representations of executable code and 2) developing prediction models that assist in iterative compilation to optimize and parallelize scientific code. Our results on malicious application classification show that graph-based characterizations increase the ability of DNN to distinguish malware from different families. We performed a detailed evaluation of deep learning applied to state-of-the-art and graph-based malware characterizations. The graph-based characterizations are obtained by reverse engineering potentially malicious applications. For performance prediction, the graphs represent versions of optimized code. We use machine learning to rank these versions and inform an iterative compilation process. The models are trained using only five percent of the search space. ☐ Our work shows that graph structured data can be used to build powerful deep learning models. The techniques developed for this dissertation shows great potential in a diverse pair of systems. Advisors/Committee Members: Cavazos, John.

Subjects/Keywords: Applied sciences; Compiler; GPGPU; Graph; Neural network

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APA · Chicago · MLA · Vancouver · CSE | Export to Zotero / EndNote / Reference Manager

APA (6^th Edition):

Vanderbruggen, T. (2018). Application of deep-learning to compiler-based graphs. (Doctoral Dissertation). University of Delaware. Retrieved from http://udspace.udel.edu/handle/19716/23587

Chicago Manual of Style (16^th Edition):

Vanderbruggen, Tristan. “Application of deep-learning to compiler-based graphs.” 2018. Doctoral Dissertation, University of Delaware. Accessed March 04, 2021. http://udspace.udel.edu/handle/19716/23587.

MLA Handbook (7^th Edition):

Vanderbruggen, Tristan. “Application of deep-learning to compiler-based graphs.” 2018. Web. 04 Mar 2021.

Vancouver:

Vanderbruggen T. Application of deep-learning to compiler-based graphs. [Internet] [Doctoral dissertation]. University of Delaware; 2018. [cited 2021 Mar 04]. Available from: http://udspace.udel.edu/handle/19716/23587.

Council of Science Editors:

Vanderbruggen T. Application of deep-learning to compiler-based graphs. [Doctoral Dissertation]. University of Delaware; 2018. Available from: http://udspace.udel.edu/handle/19716/23587

University of Manchester

30. Clarkson, James. Compiler and Runtime Support for Heterogeneous Programming.

Degree: 2019, University of Manchester

URL: http://www.manchester.ac.uk/escholar/uk-ac-man-scw:318477

► Over the last decade computer architectures have changed dramatically leaving us in a position where nearly every desktop computer, laptop, server or mobile phone, has… (more)

▼ Over the last decade computer architectures have changed dramatically leaving us in a position where nearly every desktop computer, laptop, server or mobile phone, has at least one multi-core processor. Realistically, these systems are also likely to include at least one many-core processor that is used for accelerating graphical applications – called a General Purpose Graphics Processor Unit or GPGPU. By properly utilising these two different processors a software developer could achieve up to two orders of magnitude improvement in performance and/or energy efficiency. Unfortunately, these improvements in performance often inaccessible to developers due to the combined complexity of understanding both the hardware architecture and the software needed to program them. It is this problem of inaccessibility that is explored within this Thesis with the goal being to determine whether it is possible to develop a programming language that allows an application written using it to dynamically adapt to the system it is executing on. One of the salient issues is that a large amount of prior art is built atop of a closed-world assumption: that all the code and the devices it is to execute on is both known ahead of time and are fixed. An assumption that is becoming increasingly unworkable due to the proliferation of heterogeneous hardware. For instance, developers can now run applications in public clouds or mobile devices – contexts where it is difficult to anticipate what hardware an application is executing on and also where there is a high probability that some form of hardware acceleration exists. Handling this uncertainty of not knowing what hardware is available until runtime is a fundamental problem of more statically compiled languages – like C, C++ and FORTRAN. In these languages, the closed-world assumption is obvious: a single processor architecture is assumed so that a single binary executable can be produced. It is the aim of this Thesis is to determine whether it is possible to create a programming language that is able to target hardware accelerators without requiring any closed world assumptions to be made about about either the number or types of hardware accelerator contained within it. Consequently, this Thesis introduces and evaluates Tornado: the first truly dynamic programming framework for modern heterogeneous architectures. The implementation of Tornado is unique as it comprises of three co-designed components: (1) the Tornado API that is designed to decouple the application code that decides on which device code should execute – the co-ordination logic of the application – away from the code that defines the computation – the computation logic of the application; (2) the Tornado Virtual Machine that provides a layer of virtualisation between the application and the underlying architecture of the heterogeneous system; and (3) the Tornado Runtime System – a dynamic optimising compiler that converts code written using the Tornado API into a format consumed by the Tornado Virtual Machine. Tornado… Advisors/Committee Members: BROWN, GAVIN G, Lujan Moreno, Mikel Lujan, Brown, Gavin.

Subjects/Keywords: Programming languages; Java; Hardware Accelerator; GPGPU

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APA · Chicago · MLA · Vancouver · CSE | Export to Zotero / EndNote / Reference Manager

APA (6^th Edition):

Clarkson, J. (2019). Compiler and Runtime Support for Heterogeneous Programming. (Doctoral Dissertation). University of Manchester. Retrieved from http://www.manchester.ac.uk/escholar/uk-ac-man-scw:318477

Chicago Manual of Style (16^th Edition):

Clarkson, James. “Compiler and Runtime Support for Heterogeneous Programming.” 2019. Doctoral Dissertation, University of Manchester. Accessed March 04, 2021. http://www.manchester.ac.uk/escholar/uk-ac-man-scw:318477.

MLA Handbook (7^th Edition):

Clarkson, James. “Compiler and Runtime Support for Heterogeneous Programming.” 2019. Web. 04 Mar 2021.

Vancouver:

Clarkson J. Compiler and Runtime Support for Heterogeneous Programming. [Internet] [Doctoral dissertation]. University of Manchester; 2019. [cited 2021 Mar 04]. Available from: http://www.manchester.ac.uk/escholar/uk-ac-man-scw:318477.

Council of Science Editors:

Clarkson J. Compiler and Runtime Support for Heterogeneous Programming. [Doctoral Dissertation]. University of Manchester; 2019. Available from: http://www.manchester.ac.uk/escholar/uk-ac-man-scw:318477

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Open Access Theses and Dissertations