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4th SCFA 2018: Singapore
- Rio Yokota, Weigang Wu:
Supercomputing Frontiers - 4th Asian Conference, SCFA 2018, Singapore, March 26-29, 2018, Proceedings. Lecture Notes in Computer Science 10776, Springer 2018, ISBN 978-3-319-69952-3
Big Data
- Pin Chen, Xin Yan, Jiahui Li, Yunfei Du, Jun Xu:
HHVSF: A Framework to Accelerate Drug-Based High-Throughput Virtual Screening on High-Performance Computers. 3-17 - Manuj Subhankar Sahoo, Pallav Kumar Baruah:
HBasechainDB - A Scalable Blockchain Framework on Hadoop Ecosystem. 18-29 - Jinzhen Bao, Dezun Dong, Baokang Zhao:
DETOUR: A Large-Scale Non-blocking Optical Data Center Fabric. 30-50 - Junmin Gu, Scott Klasky, Norbert Podhorszki
, Ji Qiang, Kesheng Wu
:
Querying Large Scientific Data Sets with Adaptable IO System ADIOS. 51-69 - Orcun Yildiz, Shadi Ibrahim:
On the Performance of Spark on HPC Systems: Towards a Complete Picture. 70-89 - Peng Cheng
, Yutong Lu, Yunfei Du, Zhiguang Chen:
Experiences of Converging Big Data Analytics Frameworks with High Performance Computing Systems. 90-106
GPU/FPGA
- Kazuaki Matsumura, Mitsuhisa Sato, Taisuke Boku, Artur Podobas, Satoshi Matsuoka:
MACC: An OpenACC Transpiler for Automatic Multi-GPU Use. 109-127 - Naoyuki Onodera, Yasuhiro Idomura
:
Acceleration of Wind Simulation Using Locally Mesh-Refined Lattice Boltzmann Method on GPU-Rich Supercomputers. 128-145 - Yuki Hiradate, Hasitha Muthumala Waidyasooriya
, Masanori Hariyama, Masaaki Harada:
Architecture of an FPGA-Based Heterogeneous System for Code-Search Problems. 146-155
Performance Tools
- Estelle Dirand, Laurent Colombet, Bruno Raffin:
TINS: A Task-Based Dynamic Helper Core Strategy for In Situ Analytics. 159-178 - Jian Guo
, Akihiro Nomura
, Ryan Barton, Haoyu Zhang, Satoshi Matsuoka:
Machine Learning Predictions for Underestimation of Job Runtime on HPC System. 179-198 - Yasutaka Wada
, Yuan He
, Thang Cao, Masaaki Kondo:
A Power Management Framework with Simple DSL for Automatic Power-Performance Optimization on Power-Constrained HPC Systems. 199-218 - Sidharth Kumar, Alan Humphrey, Will Usher
, Steve Petruzza
, Brad Peterson, John A. Schmidt, Derek Harris, Ben Isaac, Jeremy Thornock, Todd Harman, Valerio Pascucci, Martin Berzins:
Scalable Data Management of the Uintah Simulation Framework for Next-Generation Engineering Problems with Radiation. 219-240
Linear Algebra
- Susumu Yamada, Toshiyuki Imamura, Masahiko Machida:
High Performance LOBPCG Method for Solving Multiple Eigenvalues of Hubbard Model: Efficiency of Communication Avoiding Neumann Expansion Preconditioner. 243-256 - Yasuhiro Idomura
, Takuya Ina, Akie Mayumi, Susumu Yamada, Toshiyuki Imamura:
Application of a Preconditioned Chebyshev Basis Communication-Avoiding Conjugate Gradient Method to a Multiphase Thermal-Hydraulic CFD Code. 257-273 - Satoshi Ohshima, Ichitaro Yamazaki, Akihiro Ida, Rio Yokota:
Optimization of Hierarchical Matrix Computation on GPU. 274-292
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