Languages and Compilers for Parallel Computing: 25th International Workshop, LCPC 2012, Tokyo, Japan, September 11-13, 2012, Revised Selected Papers

✍ Scribed by Rosario Cammarota, Alexandru Nicolau, Alexander V. Veidenbaum (auth.), Hironori Kasahara, Keiji Kimura (eds.)

• Publisher: Springer-Verlag Berlin Heidelberg
• Year: 2013
• Tongue: English
• Leaves: 287
• Series: Lecture Notes in Computer Science 7760 Theoretical Computer Science and General Issues
• Edition: 1
• Category: Library

✦ Synopsis

This book constitutes the thoroughly refereed post-conference proceedings of the 25th International Workshop on Languages and Compilers for Parallel Computing, LCPC 2012, held in Tokyo, Japan, in September 2012. The 16 revised full papers, 5 poster papers presented with 1 invited talk were carefully reviewed and selected from 39 submissions. The focus of the papers is on following topics: compiling for parallelism, automatic parallelization, optimization of parallel programs, formal analysis and verification of parallel programs, parallel runtime systems, task-parallel libraries, parallel application frameworks, performance analysis tools, debugging tools for parallel programs, parallel algorithms and applications.

✦ Table of Contents

Front Matter....Pages -
Just in Time Load Balancing....Pages 1-16
AlphaZ: A System for Design Space Exploration in the Polyhedral Model....Pages 17-31
Compiler Optimizations: Machine Learning versus O3....Pages 32-45
The STAPL Parallel Graph Library....Pages 46-60
Set and Relation Manipulation for the Sparse Polyhedral Framework....Pages 61-75
Parallel Clustered Low-Rank Approximation of Graphs and Its Application to Link Prediction....Pages 76-95
OmpSs-OpenCL Programming Model for Heterogeneous Systems....Pages 96-111
Compiler Optimizations for Industrial Unstructured Mesh CFD Applications on GPUs....Pages 112-126
UCIFF: Unified Cluster Assignment Instruction Scheduling and Fast Frequency Selection for Heterogeneous Clustered VLIW Cores....Pages 127-142
A Study on the Impact of Compiler Optimizations on High-Level Synthesis....Pages 143-157
FlowPools: A Lock-Free Deterministic Concurrent Dataflow Abstraction....Pages 158-173
Task Parallelism and Data Distribution: An Overview of Explicit Parallel Programming Languages....Pages 174-189
A Fast Parallel Graph Partitioner for Shared-Memory Inspector/Executor Strategies....Pages 190-204
A Software-Based Method-Level Speculation Framework for the Java Platform....Pages 205-219
Ant: A Debugging Framework for MPI Parallel Programs....Pages 220-233
Compiler Automatic Discovery of OmpSs Task Dependencies....Pages 234-248
Beyond Do Loops: Data Transfer Generation with Convex Array Regions....Pages 249-263
Finish Accumulators: An Efficient Reduction Construct for Dynamic Task Parallelism....Pages 264-265
FlashbackSTM: Improving STM Performance by Remembering the Past....Pages 266-267
Kaira: Generating Parallel Libraries and Their Usage with Octave....Pages 268-269
Language and Architecture Independent Software Thread-Level Speculation....Pages 270-272
Abstractions for Defining Semi-Regular Grids Orthogonally from Stencils....Pages 273-274
Back Matter....Pages -

✦ Subjects

Programming Languages, Compilers, Interpreters; Programming Techniques; Software Engineering; Operating Systems; Computer Imaging, Vision, Pattern Recognition and Graphics; Computer Imaging, Vision, Pattern Recognition and Graphics