Supercomputing Frontiers

Description

It constitutes the refereed proceedings of the 4th Asian Supercomputing Conference, SCFA 2018, held in Singapore in March 2018. Supercomputing Frontiers will be rebranded as Supercomputing Frontiers Asia (SCFA), which serves as the technical programme for SCA18. The technical programme for SCA18 consists of four tracks: Application, Algorithms & LibrariesProgramming System SoftwareArchitecture, Network/Communications & ManagementData, Storage & VisualisationThe 20 papers presented in this volume were carefully reviewed nd selected from 60 submissions. Front Matter ....Pages I-X Front Matter ....Pages 1-1 HHVSF: A Framework to Accelerate Drug-Based High-Throughput Virtual Screening on High-Performance Computers (Pin Chen, Xin Yan, Jiahui Li, Yunfei Du, Jun Xu)....Pages 3-17 HBasechainDB – A Scalable Blockchain Framework on Hadoop Ecosystem (Manuj Subhankar Sahoo, Pallav Kumar Baruah)....Pages 18-29 DETOUR: A Large-Scale Non-blocking Optical Data Center Fabric (Jinzhen Bao, Dezun Dong, Baokang Zhao)....Pages 30-50 Querying Large Scientific Data Sets with Adaptable IO System ADIOS (Junmin Gu, Scott Klasky, Norbert Podhorszki, Ji Qiang, Kesheng Wu)....Pages 51-69 On the Performance of Spark on HPC Systems: Towards a Complete Picture (Orcun Yildiz, Shadi Ibrahim)....Pages 70-89 Experiences of Converging Big Data Analytics Frameworks with High Performance Computing Systems (Peng Cheng, Yutong Lu, Yunfei Du, Zhiguang Chen)....Pages 90-106 Front Matter ....Pages 107-107 MACC: An OpenACC Transpiler for Automatic Multi-GPU Use (Kazuaki Matsumura, Mitsuhisa Sato, Taisuke Boku, Artur Podobas, Satoshi Matsuoka)....Pages 109-127 Acceleration of Wind Simulation Using Locally Mesh-Refined Lattice Boltzmann Method on GPU-Rich Supercomputers (Naoyuki Onodera, Yasuhiro Idomura)....Pages 128-145 Architecture of an FPGA-Based Heterogeneous System for Code-Search Problems (Yuki Hiradate, Hasitha Muthumala Waidyasooriya, Masanori Hariyama, Masaaki Harada)....Pages 146-155 Front Matter ....Pages 157-157 TINS: A Task-Based Dynamic Helper Core Strategy for In Situ Analytics (Estelle Dirand, Laurent Colombet, Bruno Raffin)....Pages 159-178 Machine Learning Predictions for Underestimation of Job Runtime on HPC System (Jian Guo, Akihiro Nomura, Ryan Barton, Haoyu Zhang, Satoshi Matsuoka)....Pages 179-198 A Power Management Framework with Simple DSL for Automatic Power-Performance Optimization on Power-Constrained HPC Systems (Yasutaka Wada, Yuan He, Thang Cao, Masaaki Kondo)....Pages 199-218 Scalable Data Management of the Uintah Simulation Framework for Next-Generation Engineering Problems with Radiation (Sidharth Kumar, Alan Humphrey, Will Usher, Steve Petruzza, Brad Peterson, John A. Schmidt et al.)....Pages 219-240 Front Matter ....Pages 241-241 High Performance LOBPCG Method for Solving Multiple Eigenvalues of Hubbard Model: Efficiency of Communication Avoiding Neumann Expansion Preconditioner (Susumu Yamada, Toshiyuki Imamura, Masahiko Machida)....Pages 243-256 Application of a Preconditioned Chebyshev Basis Communication-Avoiding Conjugate Gradient Method to a Multiphase Thermal-Hydraulic CFD Code (Yasuhiro Idomura, Takuya Ina, Akie Mayumi, Susumu Yamada, Toshiyuki Imamura)....Pages 257-273 Optimization of Hierarchical Matrix Computation on GPU (Satoshi Ohshima, Ichitaro Yamazaki, Akihiro Ida, Rio Yokota)....Pages 274-292 Erratum to: Machine Learning Predictions for Underestimation of Job Runtime on HPC System (Jian Guo, Akihiro Nomura, Ryan Barton, Haoyu Zhang, Satoshi Matsuoka)....Pages E1-E2 Back Matter ....Pages 293-293