Supercomputing Frontiers: 4th Asian Conference, SCFA 2018, Singapore, March 26-29, 2018, Proceedings

Rio Yokota, Weigang Wu

Springer, Mar 20, 2018 - Computers - 293 pages

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 & Libraries
• Programming System Software
• Architecture, Network/Communications & Management
• Data, Storage & Visualisation

The 20 papers presented in this volume were carefully reviewed nd selected from 60 submissions.

Contents

• A Framework to Accelerate DrugBased HighThroughput Virtual Screening on HighPerformance Computers: 3
• HBasechainDB A Scalable Blockchain Framework on Hadoop Ecosystem: 18
• A LargeScale Nonblocking Optical Data Center Fabric: 30
• Querying Large Scientific Data Sets with Adaptable IO System ADIOS: 51
• Towards a Complete Picture: 70
• Experiences of Converging Big Data Analytics Frameworks with High Performance Computing Systems: 90
• GPUFPGA: 107
• An OpenACC Transpiler for Automatic MultiGPU Use: 108
• Acceleration of Wind Simulation Using Locally MeshRefined Lattice Boltzmann Method on GPURich Supercomputers: 128
• Architecture of an FPGABased Heterogeneous System for CodeSearch Problems: 146
• Performance Tools: 156
• A TaskBased Dynamic Helper Core Strategy for In Situ Analytics: 157
• Machine Learning Predictions for Underestimation of Job Runtime on HPC System: 179
• A Power Management Framework with Simple DSL for Automatic PowerPerformance Optimization on PowerConstrained HPC Systems: 199
• Scalable Data Management of the Uintah Simulation Framework for NextGeneration Engineering Problems with Radiation: 219
• Linear Algebra: 241
• Efficiency of Communication Avoiding Neumann Expansion Preconditioner: 243
• Application of a Preconditioned Chebyshev Basis CommunicationAvoiding Conjugate Gradient Method to a Multiphase ThermalHydraulic CFD Code: 257
• Optimization of Hierarchical Matrix Computation on GPU: 274
• Machine Learning Predictions for Underestimation of Job Runtime on HPC System: 293
• Author Index: 295

Bibliographic information

• Title: Supercomputing Frontiers: 4th Asian Conference, SCFA 2018, Singapore, March 26-29, 2018, Proceedings; Volume 10776 of Lecture Notes in Computer Science; Theoretical Computer Science and General Issues
• Editors: Rio Yokota, Weigang Wu
• Publisher: Springer, 2018
• ISBN: 3319699539, 9783319699530
• Length: 293 pages
• Subjects: Computers / Artificial Intelligence / General; Computers / Computer Architecture; Computers / Information Technology; Computers / Logic Design; Computers / Networking / General; Computers / Online Services; Computers / Operating Systems / General