A Model and Compilation Strategy for Out-of-Core Data Parallel Programs

Alok Choudhary; Rajesh Bordawekar; Ken Kennedy; Charles Koelbel; Michael Paleczny

doi:10.1145/209937.209938

A Model and Compilation Strategy for Out-of-Core Data Parallel Programs

Alok Choudhary, Rajesh Bordawekar, Ken Kennedy, Charles Koelbel, Michael Paleczny

Electrical and Computer Engineering

Research output: Contribution to journal › Article › peer-review

1 Scopus citations

Abstract

It is widely acknowledged in high-performance computing circles that parallel input/output needs substantial improvement in order to make scalable computers truly usable. We present a data storage model that allows processors independent access to their own data and a corresponding compilation strategy that integrates data-parallel computation with data distribution for out-of-core problems. Our results compare several communication methods and I/O optimizations using two out-of-core problems, Jacobi iteration and LU factorization.

Original language	English (US)
Pages (from-to)	1-10
Number of pages	10
Journal	ACM SIGPLAN Notices
Volume	30
Issue number	8
DOIs	https://doi.org/10.1145/209937.209938
State	Published - Jan 1995

ASJC Scopus subject areas

Software
Computer Graphics and Computer-Aided Design

Access to Document

10.1145/209937.209938

Cite this

@article{e30af3e017f94ef5a29bf52f75a05f5a,

title = "A Model and Compilation Strategy for Out-of-Core Data Parallel Programs",

abstract = "It is widely acknowledged in high-performance computing circles that parallel input/output needs substantial improvement in order to make scalable computers truly usable. We present a data storage model that allows processors independent access to their own data and a corresponding compilation strategy that integrates data-parallel computation with data distribution for out-of-core problems. Our results compare several communication methods and I/O optimizations using two out-of-core problems, Jacobi iteration and LU factorization.",

author = "Alok Choudhary and Rajesh Bordawekar and Ken Kennedy and Charles Koelbel and Michael Paleczny",

year = "1995",

month = jan,

doi = "10.1145/209937.209938",

language = "English (US)",

volume = "30",

pages = "1--10",

journal = "ACM SIGPLAN Notices",

issn = "0362-1340",

number = "8",

}

TY - JOUR

T1 - A Model and Compilation Strategy for Out-of-Core Data Parallel Programs

AU - Choudhary, Alok

AU - Bordawekar, Rajesh

AU - Kennedy, Ken

AU - Koelbel, Charles

AU - Paleczny, Michael

PY - 1995/1

Y1 - 1995/1

N2 - It is widely acknowledged in high-performance computing circles that parallel input/output needs substantial improvement in order to make scalable computers truly usable. We present a data storage model that allows processors independent access to their own data and a corresponding compilation strategy that integrates data-parallel computation with data distribution for out-of-core problems. Our results compare several communication methods and I/O optimizations using two out-of-core problems, Jacobi iteration and LU factorization.

AB - It is widely acknowledged in high-performance computing circles that parallel input/output needs substantial improvement in order to make scalable computers truly usable. We present a data storage model that allows processors independent access to their own data and a corresponding compilation strategy that integrates data-parallel computation with data distribution for out-of-core problems. Our results compare several communication methods and I/O optimizations using two out-of-core problems, Jacobi iteration and LU factorization.

UR - http://www.scopus.com/inward/record.url?scp=84976673042&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=84976673042&partnerID=8YFLogxK

U2 - 10.1145/209937.209938

DO - 10.1145/209937.209938

M3 - Article

AN - SCOPUS:84976673042

SN - 0362-1340

VL - 30

SP - 1

EP - 10

JO - ACM SIGPLAN Notices

JF - ACM SIGPLAN Notices

IS - 8

ER -

A Model and Compilation Strategy for Out-of-Core Data Parallel Programs

Abstract

ASJC Scopus subject areas

Access to Document

Other files and links

Fingerprint

Cite this