PPT-Scheduling Techniques for GPU Architectures

Author : giovanna-bartolotta | Published Date : 2019-11-28

Scheduling Techniques for GPU Architectures with ProcessingInMemory Capabilities Ashutosh Pattnaik Xulong Tang Adwait Jog Onur Kay ı ran Asit Mishra Mahmut Kandemir

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Scheduling Techniques for GPU Architectures: Transcript

Scheduling Techniques for GPU Architectures with ProcessingInMemory Capabilities Ashutosh Pattnaik Xulong Tang Adwait Jog Onur Kay ı ran Asit Mishra Mahmut Kandemir Onur Mutlu. Chris Rossbach, Microsoft Research. Jon Currey, Microsoft Research. Emmett . Witchel. , University of Texas at Austin. HotOS. 2011. Lots of GPUs. Must they be so hard to use?. We need dataflow…. GPU Haiku . on Heterogeneous . Architectures. Jin . Wang. †. , Norman Rubin. ‡*. , . Haicheng. Wu. †. , . Sudhakar. . Yalamanchili. †. † Georgia Institute of Technology. ‡ . AMD. * The author is now affiliated with NVIDIA Research. ITS Research Computing. Lani. Clough, Mark Reed. markreed@unc.edu. . Objectives. Introductory. level MATLAB course for people who want to learn . parallel and GPU computing . in MATLAB.. Help participants . Varun Sampath. University of Pennsylvania. CIS 565 - Spring 2012. Agenda/GPU Decoder Ring. Fermi / GF100 / GeForce GTX 480. “Fermi Refined” / GF110 / GeForce GTX 580. “Little Fermi” / GF104 / GeForce GTX 460. Manufacturing . Systems. By . Djamila. . Ouelhadj. and . Sanja. . Petrovic. Okan Dükkancı. 02.12.2013. Introduction. Dynamic . environments . with inevitable unpredictable real time events. ;. Machine failures . Effects of Application Interference. Scheme. Summary. Performance . Benefits. Onur Kayıran. 1. . Nachiappan CN. 1. Adwait Jog. 1. Rachata Ausavarungnirun. 2. . Mahmut T. Kandemir. 1. Gabriel H. Loh. Patrick Cozzi. University of Pennsylvania. CIS 565 - Fall 2014. Acknowledgements. CPU slides – Varun Sampath, NVIDIA. GPU . slides. Kayvon . Fatahalian. , CMU. Mike Houston, . NVIDIA. CPU and GPU Trends. on Heterogeneous . Architectures. Jin . Wang. †. , Norman Rubin. ‡*. , . Haicheng. Wu. †. , . Sudhakar. . Yalamanchili. †. † Georgia Institute of Technology. ‡ . AMD. * The author is now affiliated with NVIDIA Research. Andy Luedke. Halo Development Team. Microsoft Game Studios. Why do Histogram Analysis?. Dynamically adjust post-processing settings based on rendered scene content. Drive tone adjustments by discovering intensity levels and adjusting . . Installation. CS5100 Advanced . Computer Architecture. Introduction. . of. . Gem5-GPU. It. . merges . 2 popular simulators: gem5 and . gpgpu. -sim. Simulates . CPUs, GPUs, and the interactions between . Achim Lösch. and Marco . Platzner. {. achim.loesch. , . platzner. }@upb.de. Heterogeneous Compute Node. Contribution:. Novel energy-optimizing list scheduling approach for single heterogeneous compute nodes based on real measurements. Samuel Naffziger. AMD Corporate Fellow . June 14. th. , 2011. VLSI Technology Symposium 2011. Introduction. The new workloads and demands on computation. Characteristics of serial and parallel computation. Phitchaya. . Mangpo. . Phothilimthana. Jason . Ansel. Jonathan . Ragan-Kelley. Saman. . Amarasinghe. Computer Science and Artificial Intelligence Laboratory. Massachusetts Institute of Technology. for High-End CPU-GPU Architectures. Vignesh. Ravi. Dept. of Computer Science and Engineering. Advisor: . Gagan. . Agrawal. 1. The Death of Single-core CPU Scaling. 2. The Landscape of Computing – Moore’s Law.

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