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PACT 2016: Haifa, Israel
- Ayal Zaks, Bilha Mendelson, Lawrence Rauchwerger, Wen-mei W. Hwu:
Proceedings of the 2016 International Conference on Parallel Architectures and Compilation, PACT 2016, Haifa, Israel, September 11-15, 2016. ACM 2016, ISBN 978-1-4503-4121-9
Session 1: Keynote
- Arvind:
Big Data Analytics on Flash Storage with Accelerators. 1
Session 2A: GPU - Architectures
- Jingweijia Tan, Shuaiwen Leon Song, Kaige Yan, Xin Fu, Andrès Márquez
, Darren J. Kerbyson:
Combating the Reliability Challenge of GPU Register File at Low Supply Voltage. 3-15 - Onur Kayiran, Adwait Jog, Ashutosh Pattnaik, Rachata Ausavarungnirun, Xulong Tang
μC-States: Fine-grained GPU Datapath Power Management. 17-30 - Ashutosh Pattnaik, Xulong Tang
Scheduling Techniques for GPU Architectures with Processing-In-Memory Capabilities. 31-44 - Bin Wang, Yue Zhu, Weikuan Yu
OAWS: Memory Occlusion Aware Warp Scheduling. 45-55
Session 2B: Performance Optimizations
- Bruno Bodin
Integrating Algorithmic Parameters into Benchmarking and Design Space Exploration in 3D Scene Understanding. 57-69 - Mads Ruben Burgdorff Kristensen
Fusion of Parallel Array Operations. 71-85 - Chandan Reddy, Michael Kruse
Reduction Drawing: Language Constructs and Polyhedral Compilation for Reductions on GPU. 87-97 - Prashant Singh Rawat, Changwan Hong, Mahesh Ravishankar, Vinod Grover, Louis-Noël Pouchet, Atanas Rountev, P. Sadayappan
Resource Conscious Reuse-Driven Tiling for GPUs. 99-111
Session 3: Best Paper
- Byungchul Hong, Gwangsun Kim
Accelerating Linked-list Traversal Through Near-Data Processing. 113-124 - Andi Drebes, Antoniu Pop
Scalable Task Parallelism for NUMA: A Uniform Abstraction for Coordinated Scheduling and Memory Management. 125-137 - Shintaro Iwasaki
A Static Cut-off for Task Parallel Programs. 139-150
Session 4: Keynote
- Yale N. Patt:
Greater Performance and Better Efficiency: Predicated Execution has shown us the way. 151
Session 5A: System Optimization I
- Sanyam Mehta, Josep Torrellas:
WearCore: A Core for Wearable Workloads. 153-164 - Sudarsun Kannan
Energy Aware Persistence: Reducing Energy Overheads of Memory-based Persistence in NVMs. 165-177 - Neha Gholkar, Frank Mueller, Barry Rountree:
Power Tuning HPC Jobs on Power-Constrained Systems. 179-191 - Younghyun Cho, Surim Oh, Bernhard Egger
Online Scalability Characterization of Data-Parallel Programs on Many Cores. 191-205
Session 5B: Parallel Software Optimization
- Jialu Huang, Prakash Prabhu, Thomas B. Jablin, Soumyadeep Ghosh, Sotiris Apostolakis, Jae W. Lee, David I. August:
Speculatively Exploiting Cross-Invocation Parallelism. 207-221 - Junqiao Qiu
MicroSpec: Speculation-Centric Fine-Grained Parallelization for FSM Computations. 221-233 - Dibakar Gope, Mikko H. Lipasti:
Hash Map Inlining. 235-246 - Hongbo Rong, Jongsoo Park, Lingxiang Xiang, Todd A. Anderson, Mikhail Smelyanskiy:
Sparso: Context-driven Optimizations of Sparse Linear Algebra. 247-259
Session 6A: Cache Coherence
- Xiangyao Yu, Hongzhe Liu, Ethan Zou, Srinivas Devadas:
Tardis 2.0: Optimized Time Traveling Coherence for Relaxed Consistency Models. 261-274 - Paul Caheny
Reducing Cache Coherence Traffic with Hierarchical Directory Cache and NUMA-Aware Runtime Scheduling. 275-286
Session 6B: Memory Access Efficiency
- Yong Zhao, Jia Rao, Qing Yi:
Characterizing and Optimizing the Performance of Multithreaded Programs Under Interference. 287-297 - Vladimir Kiriansky, Yunming Zhang, Saman P. Amarasinghe
Optimizing Indirect Memory References with milk. 299-312
Session 7: Keynote
- Kunle Olukotun:
Scaling Data Analytics with Moore's Law. 313
Session 8A: System Acceleration
- Mingcong Song, Yang Hu, Yunlong Xu, Chao Li, Huixiang Chen, Jingling Yuan, Tao Li:
Bridging the Semantic Gaps of GPU Acceleration for Scale-out CNN-based Big Data Processing: Think Big, See Small. 315-326 - Nitin Chugh, Vinay Vasista, Suresh Purini, Uday Bondhugula:
A DSL Compiler for Accelerating Image Processing Pipelines on FPGAs. 327-338 - Gwangsun Kim
Automatically Exploiting Implicit Pipeline Parallelism from Multiple Dependent Kernels for GPUs. 341-352 - Yipeng Wang, Ren Wang, Andrew Herdrich, James Tsai, Yan Solihin:
CAF: Core to Core Communication Acceleration Framework. 351-362
Session 8B: System Optimization II
- Andrew Anderson
Vectorization of Multibyte Floating Point Data Formats. 363-372 - Sankaralingam Panneerselvam, Michael M. Swift:
Rinnegan: Efficient Resource Use in Heterogeneous Architectures. 373-386 - Zhen Jia, Chao Xue, Guancheng Chen, Jianfeng Zhan, Lixin Zhang, Yonghua Lin, H. Peter Hofstee:
Auto-tuning Spark Big Data Workloads on POWER8: Prediction-Based Dynamic SMT Threading. 387-400 - Heiner Litz, Benjamin Braun, David R. Cheriton:
EXCITE-VM: Extending the Virtual Memory System to Support Snapshot Isolation Transactions. 401-412
Poster Presentations
- Rahul Boyapati, Jiayi Huang
POSTER: Fly-Over: A Light-Weight Distributed Power-Gating Mechanism For Energy-Efficient Networks-on-Chip. 413-414 - Kallia Chronaki, Miquel Moretó
POSTER: Exploiting Asymmetric Multi-Core Processors with Flexible System Sofware. 415-417 - Fady Ghanim, Rajeev Barua, Uzi Vishkin:
POSTER: Easy PRAM-based High-Performance Parallel Programming with ICE. 419-420 - Florian Haas, Sebastian Weis, Theo Ungerer, Gilles Pokam, Youfeng Wu:
POSTER: Fault-tolerant Execution on COTS Multi-core Processors with Hardware Transactional Memory Support. 421-422 - Guray Ozen
POSTER: Collective Dynamic Parallelism for Directive Based GPU Programming Languages and Compilers. 423-424 - Sankaralingam Panneerselvam, Michael M. Swift:
POSTER: Firestorm: Operating Systems for Power-Constrained Architectures. 425-427 - Miquel Pericàs:
POSTER: ξ-TAO: A Cache-centric Execution Model and Runtime for Deep Parallel Multicore Topologies. 429-431 - Alberto Ros
POSTER: Efficient Self-Invalidation/Self-Downgrade for Critical Sections with Relaxed Semantics. 433-434 - Jee Ho Ryoo, Mitesh R. Meswani, Reena Panda, Lizy K. John:
POSTER: SILC-FM: Subblocked InterLeaved Cache-Like Flat Memory Organization. 435-437 - Diogo Nunes Sampaio, Alain Ketterlin, Louis-Noël Pouchet, Fabrice Rastello:
POSTER: Hybrid Data Dependence Analysis for Loop Transformations. 439-440 - Xiaowei Shen, Xiaochun Ye, Xu Tan, Da Wang, Zhimin Zhang, Dongrui Fan
POSTER: An Optimization of Dataflow Architectures for Scientific Applications. 441-442 - Prakalp Srivastava, Maria Kotsifakou, Matthew D. Sinclair, Rakesh Komuravelli, Vikram S. Adve, Sarita V. Adve:
POSTER: hVISC: A Portable Abstraction for Heterogeneous Parallel Systems. 443-445 - Milan Stanic, Oscar Palomar
POSTER: An Integrated Vector-Scalar Design on an In-order ARM Core. 447-448 - Tsung Tai Yeh, Amit Sabne, Putt Sakdhnagool, Rudolf Eigenmann, Timothy G. Rogers:
POSTER: Pagoda: A Runtime System to Maximize GPU Utilization in Data Parallel Tasks with Limited Parallelism. 449-450
Student Research Poster Presentations
- Saumay Dublish:
Student Research Poster: Slack-Aware Shared Bandwidth Management in GPUs. 451-452 - Roman Kaplan:
Student Research Poster: From Processing-in-Memory to Processing-in-Storage. 453 - Arthur Kiyanovski:
Student Research Poster: Network Controller Emulation on a Sidecore for Unmodified Virtual Machines. 454 - Vicent Selfa, Julio Sahuquillo, Salvador Petit
Student Research Poster: A Low Complexity Cache Sharing Mechanism to Address System Fairness. 455 - Jiawen Sun:
Student Research Poster: A Scalable General Purpose System for Large-Scale Graph Processing. 456 - Vladislav Tartakovsky:
Student Research Poster: Compiling Boolean Circuits to Non-deterministic Branching Programs to be Implemented by Light Switching Circuits. 457 - Kim-Anh Tran:
Student Research Poster: Software Out-of-Order Execution for In-Order Architectures. 458
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