High Performance Computing and Applications: Third International Conference, HPCA 2015, Shanghai, China, July 26-30, 2015, Revised Selected Papers

✍ Scribed by Jiang Xie, Zhangxin Chen, Craig C. Douglas, Wu Zhang, Yan Chen (eds.)

• Publisher: Springer International Publishing
• Year: 2016
• Tongue: English
• Leaves: 238
• Series: Lecture Notes in Computer Science 9576
• Edition: 1
• Category: Library

✦ Synopsis

This book constitutes the thoroughly refereed proceedings of the Third International Conference on High Performance Computing and Applications, HPCA 2015, held in Shanghai, China, in July 2015.

The 24 revised full papers presented were carefully reviewed and selected from 50 submissions. The papers cover the following research areas: numerical algorithms and solutions; high performance and grid computing; novel approached to high performance computing; massive data storage and processing; hardware acceleration; applications.

✦ Table of Contents

Front Matter....Pages I-IX
Evidences that Software Based on Non-overlapping Discretization Is Most Efficient for Applying Highly Parallelized Supercomputers to Solving Partial Differential Equations....Pages 1-16
Large-Scale Reservoir Simulations on IBM Blue Gene/Q....Pages 17-30
A TS-PSO Based Artificial Neural Network for Short-Term Load Forecast....Pages 31-37
An Improved Differential Evolution Algorithm for Solving Absolute Value Equations....Pages 38-47
Tea Category Classification Based on Feed-Forward Neural Network and Two-Dimensional Wavelet Entropy....Pages 48-54
Development of Krylov and AMG Linear Solvers for Large-Scale Sparse Matrices on GPUs....Pages 55-72
A Study on Anonymous Communication Technology in MANET....Pages 73-81
Parallel Computing of the Adaptive N-Body Treecode Algorithm for Solving Boundary Integral Poisson-Boltzmann Equation....Pages 82-89
Towards the High Performance Method for Large-Scale Electronic Structure Calculations....Pages 90-99
A Dispersion-Relation-Preserving Upwind Combined Compact Scheme for Convection-diffusion Equations with Variable Coefficients....Pages 100-112
Performance Optimization of a DEM Simulation Framework on GPU Using a Stencil Model....Pages 113-119
Solar Radio Astronomical Big Data Classification....Pages 120-125
Performance Analysis of Mobile Smart UE-Gateway Assisted Transmission Algorithm for Wireless Sensor Networks....Pages 126-133
A Platform for Routine Development of Ternary Optical Computers....Pages 134-142
Principle of a Computing Request File of Ternary Optical Computers....Pages 143-149
High-Efficiency Realization of SRT Division on Ternary Optical Computers....Pages 150-157
A Limited Incremental Clustering Algorithm with Respect to Cluster Stability....Pages 158-169
Prediction on Performance of Age Group Swimming Using Machine Learning....Pages 170-177
Predicting Abstract Keywords by Word Vectors....Pages 178-184
Parallel Overlapping Mechanism Between Communication and Computation of the Lattice Boltzmann Method....Pages 185-195
A New Equilibrium Distribution Function of the Lattice Boltzmann Method....Pages 196-203
A Fast Training Method for Transductive Support Vector Machine in Semi-supervised Learning....Pages 204-210
Parameter Identification Inverse Problems of Partial Differential Equations Based on the Improved Gene Expression Programming....Pages 211-217
Back Matter....Pages 218-227
....Pages 229-229

✦ Subjects

Computer Systems Organization and Communication Networks