book

Inside the Message Passing Interface

Name: Inside the Message Passing Interface
Author: Alexander Supalov
ISBN: 9781501506789

by Alexander Supalov

September 2018

Intermediate to advanced

384 pages

10h 47m

English

De Gruyter

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Title Page
Copyright
Dedication
Acknowledgments
Contents
Preface
Introduction
Chapter 1: Overview
1.1 Parallel Computer1.1.1 Intraprocessor Parallelism1.1.2 Interprocessor Parallelism1.1.3 Exercises1.2 MPI Standard1.2.1 MPI History1.2.2 Related Standards1.2.3 Exercises1.3 MPI Subsetting1.3.1 Motivation1.3.2 Sensible MPI Subsets1.3.3 Exercises1.4 Fine Points1.4.1 Programming1.4.2 Code Management1.4.3 Building1.4.4 Testing and Debugging1.4.5 Benchmarking1.4.6 Presentation1.4.7 Optimization1.4.8 Issue Tracking1.4.9 Exercises
Chapter 2: Shared Memory
2.1 Subset Definition2.1.1 Exercises2.2 Communication Basics2.2.1 Intraprocess Communication2.2.2 Interprocess Communication2.2.3 Ping-Pong Pattern Revisited2.2.4 Exercises2.3 Subset Implementation: Blocking Communication2.3.1 Design Decisions2.3.2 Start-up and Termination2.3.3 Blocking Point-to-Point Communication2.3.4 Testing2.3.5 Benchmarking2.3.6 Optimization2.3.7 Exercises2.4 Conclusions
Chapter 3: Sockets
3.1 Subset Definition3.1.1 Exercises3.2 Communication Basics3.2.1 Intranode Communication3.2.2 Internode Communication3.2.3 Exercises3.3 Initial Subset Implementation: Start-up and Blocking Communication3.3.1 Design Decisions3.3.2 Start-up and Termination3.3.3 Point-to-Point Communication3.3.4 Testing3.3.5 Benchmarking3.3.6 Exercises3.4 Subset Reimplementation: Nonblocking Communication3.4.1 Redesign Directions3.4.2 Start-up and Termination3.4.3 Point-to-Point Communication3.4.4 Testing3.4.5 Benchmarking3.4.6 Optimization3.4.7 Exercises3.5 Conclusions

Chapter 4: Extensions
4.1 Subset Definition4.1.1 Exercises4.2 Subset Basics4.2.1 Communicator Management4.2.2 Datatypes4.2.3 Collective Operations4.2.4 Error Handling4.2.5 Language Bindings4.2.6 Interdependencies and Steps4.2.7 Exercise4.3 Initial Subset Implementation: Start-up, Data Transfer, and Error Handling4.3.1 Design Decisions4.3.2 Code Refactoring4.3.3 Initialization and Termination4.3.4 Error Handling4.3.5 Process Start-up and Data Transfer4.3.6 Testing4.3.7 Benchmarking4.3.8 Exercises4.4 Subset Extension 1: Communicators, Datatypes, and Collectives4.4.1 Extension Directions4.4.2 Communicator Management4.4.3 Datatypes4.4.4 Point-to-Point Communication4.4.5 Collective Operations4.4.6 Testing4.4.7 Benchmarking4.5 Subset Extension 2: Communicators and Collectives Revisited4.5.1 Extension Directions4.5.2 Communicator Management Revisited4.5.3 Collective Operations Revisited4.5.4 Testing4.5.5 Benchmarking4.5.6 Exercises4.6 Subset Completion: Language Bindings4.6.1 Language Bindings4.6.2 Testing4.6.3 Benchmarking4.6.4 Exercises4.7 Conclusions
Chapter 5: Optimization
5.1 Unifabric Optimization5.1.1 Design Decisions5.1.2 Code Refactoring5.1.3 Start-up and Termination5.1.4 Connection Establishment5.1.5 Point-to-Point Communication5.1.6 Collective Operations5.1.7 Exercises5.2 Multifabric Optimization5.2.1 Design Decisions5.2.2 Code Refactoring5.2.3 Multifabric Device5.2.4 Progress Engine Revisited5.2.5 Start-up and Termination5.2.6 Connection Establishment5.2.7 Point-to-Point Communication5.2.8 Collective Operations5.2.9 Exercises5.3 Conclusions
Chapter 6: Tuning
6.1 Overview6.1.1 Default Settings6.1.2 Static Settings6.1.3 Dynamic Settings6.1.4 Exercises6.2 Static Tuning6.2.1 Design Decisions6.2.2 Parameter Control6.2.3 Process Remapping6.2.4 Exercises6.3 Dynamic Tuning6.3.1 Design Decisions6.3.2 Parameter Control6.3.3 Process Migration6.3.4 Closed Loop Tuning6.3.5 Exercises6.4 Conclusions
Chapter 7: And the Rest
7.1 MPI-1 Features7.1.1 Communication Modes7.1.2 Wildcards7.1.3 Derived Datatypes and Heterogeneity7.1.4 Profiling Interface7.1.5 Other Features7.1.6 Exercises7.2 MPI-2 Features7.2.1 Dynamic Process Management7.2.2 One-Sided Communication7.2.3 Thread Support7.2.4 File I/O7.2.5 Other Features7.2.6 Exercises7.3 MPI-3 Features7.3.1 Fast One-Sided Communication7.3.2 Long Counts7.3.3 Nonblocking Collectives7.3.4 Other Features7.3.5 Exercises7.4 Conclusions
Chapter 8: A Look Ahead
8.1 Selected MPI-4 Features (En Route)8.1.1 Fault Tolerance8.1.2 Threads as MPI Processes8.1.3 Exercises8.2 MPI Limitations8.2.1 Dense Process Rank Sequence8.2.2 Reliable and Pairwise Ordered Data Transfer8.2.3 Message Progress Rules8.2.4 Exercises8.3 Beyond MPI8.3.1 Scalability, Mobility, and IoT Challenges8.3.2 Frequency Wall and Memory Lag8.3.3 Programmability Barrier and Stack Crawling8.3.4 Exercises8.4 Conclusions
Bibliography
Appendix A: Solutions
A.1 OverviewA.2 Shared MemoryA.3 SocketsA.4 ExtensionsA.5 OptimizationA.6 TuningA.7 And the RestA.8 A Look Ahead
Index

Content preview from Inside the Message Passing Interface

Preface

Implementation of the Message Passing Interface (MPI) is deemed one of the more exalted of systems programmer’s occupations: somewhat below the presumed complexity of an operating system (OS) with all its drivers, akin to a compiler and its runtime libraries, and more demanding than application programming. This is partly explained by the nature of the MPI itself: as just another software library in form, it sits between the MPI application (and thus the application level) and the hardware (and thus at and below the operating system level), striving to achieve the best possible performance. Of course, the important services of the operating system are called upon when necessary, however, now and then an MPI implementor must go down to ...

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Inside the Message Passing Interface

by Alexander Supalov

Preface

Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.