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29th ICS 2015: Newport Beach/Irvine, CA, USA
- Laxmi N. Bhuyan, Fred Chong, Vivek Sarkar:
Proceedings of the 29th ACM on International Conference on Supercomputing, ICS'15, Newport Beach/Irvine, CA, USA, June 08 - 11, 2015. ACM 2015, ISBN 978-1-4503-3559-1
Keynote Address I
- Albert Cohen:
Streaming Task Parallelism. 1
GPU Parallelism
- Javier Cabezas, Lluís Vilanova
, Isaac Gelado, Thomas B. Jablin, Nacho Navarro, Wen-mei W. Hwu:
Automatic Parallelization of Kernels in Shared-Memory Multi-GPU Nodes. 3-13 - Yulong Yu, Weijun Xiao, Xubin He, He Guo, Yuxin Wang, Xin Chen:
A Stall-Aware Warp Scheduling for Dynamically Optimizing Thread-level Parallelism in GPGPUs. 15-24 - Mehmet E. Belviranli, Peng Deng, Laxmi N. Bhuyan, Rajiv Gupta
PeerWave: Exploiting Wavefront Parallelism on GPUs with Peer-SM Synchronization. 25-35
Communication and Computation Models
- Ozan Tuncer, Vitus J. Leung, Ayse K. Coskun:
PaCMap: Topology Mapping of Unstructured Communication Patterns onto Non-contiguous Allocations. 37-46 - Raghesh Aloor, V. Krishna Nandivada
Unique Worker model for OpenMP. 47-56 - Benjamin S. Parsons, Vijay S. Pai:
Exploiting Process Imbalance to Improve MPI Collective Operations in Hierarchical Systems. 57-66
GPU Cache Management and Datastructures
- Chao Li
Locality-Driven Dynamic GPU Cache Bypassing. 67-77 - Nabeel AlSaber, Milind Kulkarni:
SemCache++: Semantics-Aware Caching for Efficient Multi-GPU Offloading. 79-88 - Bin Wang, Weikuan Yu
DaCache: Memory Divergence-Aware GPU Cache Management. 89-98
GPU Datastructures and Scheduling
- Naser Sedaghati, Te Mu, Louis-Noël Pouchet, Srinivasan Parthasarathy
Automatic Selection of Sparse Matrix Representation on GPUs. 99-108 - Ang Li, Gert-Jan van den Braak, Henk Corporaal, Akash Kumar
Fine-Grained Synchronizations and Dataflow Programming on GPUs. 109-118 - Bo Wu, Guoyang Chen, Dong Li, Xipeng Shen
Enabling and Exploiting Flexible Task Assignment on GPU through SM-Centric Program Transformations. 119-130
Keynote Address II
- Ricardo Bianchini:
Datacenter Efficiency: What's Next? 131
Big Data
- Ruijin Zhou, Huixiang Chen, Tao Li:
Towards Lightweight and Swift Storage Resource Management in Big Data Cloud Era. 133-142 - Wenting He, Huimin Cui, Binbin Lu, Jiacheng Zhao
Hadoop+: Modeling and Evaluating the Heterogeneity for MapReduce Applications in Heterogeneous Clusters. 143-153 - Maciej Besta, Torsten Hoefler:
Active Access: A Mechanism for High-Performance Distributed Data-Centric Computations. 155-164 - Sergei Shudler
Exascaling Your Library: Will Your Implementation Meet Your Expectations? 165-175
Stencil Computation
- Tobias Gysi, Tobias Grosser
MODESTO: Data-centric Analytic Optimization of Complex Stencil Programs on Heterogeneous Architectures. 177-186 - Yulong Luo, Guangming Tan, Zeyao Mo, Ninghui Sun:
FAST: A Fast Stencil Autotuning Framework Based On An Optimal-solution Space Model. 187-196 - Ian J. Bertolacci, Catherine Olschanowsky, Ben Harshbarger, Bradford L. Chamberlain, David G. Wonnacott, Michelle Mills Strout:
Parameterized Diamond Tiling for Stencil Computations with Chapel parallel iterators. 197-206 - Holger Stengel, Jan Treibig, Georg Hager
Quantifying Performance Bottlenecks of Stencil Computations Using the Execution-Cache-Memory Model. 207-216
Green Computing
- Md. Enamul Haque, Iñigo Goiri, Ricardo Bianchini, Thu D. Nguyen:
GreenPar: Scheduling Parallel High Performance Applications in Green Datacenters. 217-227 - Xu Zhou, Qiang Cao, Hong Jiang, Changsheng Xie:
Underprovisioning the Grid Power Infrastructure for Green Datacenters. 229-240 - Yiqing Hua, Chao Li, Weichao Tang, Li Jiang, Xiaoyao Liang:
Building Fuel Powered Supercomputing Data Center at Low Cost. 241-250
Emerging Technologies
- Ke Chen, Sheng Li, Jung Ho Ahn
History-Assisted Adaptive-Granularity Caches (HAAG$) for High Performance 3D DRAM Architectures. 251-261 - Shen Gao, Bingsheng He
Real-Time In-Memory Checkpointing for Future Hybrid Memory Systems. 263-272 - Amir Kavyan Ziabari, José L. Abellán, Rafael Ubal, Chao Chen, Ajay Joshi, David R. Kaeli:
Leveraging Silicon-Photonic NoC for Designing Scalable GPUs. 273-282
Keynote Address III
- Margo I. Seltzer:
Automatically Scalable Computation. 283
Microarchitecture
- Zhaoxiang Jin, Görkem Asilioglu, Soner Önder:
Mower: A New Design for Non-blocking Misprediction Recovery. 285-294 - Shaizeen Aga, Abhayendra Singh, Satish Narayanasamy
zFENCE: Data-less Coherence for Efficient Fences. 295-305
Heterogeneous Systems
- Christos Margiolas, Michael F. P. O'Boyle:
PALMOS: A Transparent, Multi-tasking Acceleration Layer for Parallel Heterogeneous Systems. 307-318 - Hari Sundar, Omar Ghattas:
A Nested Partitioning Algorithm for Adaptive Meshes on Heterogeneous Clusters. 319-328 - Kallia Chronaki, Alejandro Rico, Rosa M. Badia
Criticality-Aware Dynamic Task Scheduling for Heterogeneous Architectures. 329-338
Data Structures
- Weifeng Liu
CSR5: An Efficient Storage Format for Cross-Platform Sparse Matrix-Vector Multiplication. 339-350 - Tobias Grosser
Optimistic Delinearization of Parametrically Sized Arrays. 351-360 - Snehasish Kumar, Naveen Vedula, Arrvindh Shriraman, Vijayalakshmi Srinivasan:
DASX: Hardware Accelerator for Software Data Structures. 361-372
Parallelization and Algorithms
- Yun Zou, Sanjay V. Rajopadhye
Automatic Energy Efficient Parallelization of Uniform Dependence Computations. 373-382 - Kaixi Hou, Hao Wang, Wu-chun Feng:
ASPaS: A Framework for Automatic SIMDization of Parallel Sorting on x86-based Many-core Processors. 383-392 - Diego Caballero, Sara Royuela
Optimizing Overlapped Memory Accesses in User-directed Vectorization. 393-404
Applications and Modeling
- Seyong Lee
COMPASS: A Framework for Automated Performance Modeling and Prediction. 405-414 - Mani Zandifar, Mustafa Abdul Jabbar
Composing Algorithmic Skeletons to Express High-Performance Scientific Applications. 415-424 - Ioannis Papadopoulos
STAPL-RTS: An Application Driven Runtime System. 425-434
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