عنوان

Fair scheduling in high performance computing environments /

3030145689

3030145697

3030145700

9783030145682

9783030145699

9783030145705

3030145670

9783030145675

Fair scheduling in high performance computing environments /

[Book]

Art Sedighi and Milton Smith.

Cham, Switzerland :

Springer,

[2019]

1 online resource

Includes bibliographical references and index.

Introduction -- Financial market risk -- Scheduling in high performance computing -- Fairshare scheduling -- Multi-criteria scheduling : a mathematical model -- Simulation and methodology -- DSIM -- Simulation scenarios -- Overview of results -- Class A results and analysis -- Class B results and analysis -- Class C results and analysis -- Class D results and analysis -- Conclusion.

0

This book introduces a new scheduler to fairly and efficiently distribute system resources to many users of varying usage patterns compete for them in large shared computing environments. The Rawlsian Fair scheduler developed for this effort is shown to boost performance while reducing delay in high performance computing workloads of certain types including the following four types examined in this book: i. Class A - similar but complementary workloads; ii. Class B - similar but steady vs intermittent workloads; iii. Class C - Large vs small workloads; iv. Class D - Large vs noise-like workloads. This new scheduler achieves short-term fairness for small timescale demanding rapid response to varying workloads and usage profiles. Rawlsian Fair scheduler is shown to consistently benefit workload Classes C and D while it only benefits Classes A and B workloads where they become disproportionate as the number of users increases. A simulation framework, dSim, simulates the new Rawlsian Fair scheduling mechanism. The dSim helps achieve instantaneous fairness in High Performance Computing environments, effective utilization of computing resources, and user satisfaction through the Rawlsian Fair scheduler. --

Springer Nature

com.springer.onix.9783030145682

Fair scheduling in high performance computing environments.

9783030145675

Computer scheduling.

High performance computing.

Computer scheduling.

COMPUTERS-- Computer Literacy.

COMPUTERS-- Computer Science.

COMPUTERS-- Data Processing.

COMPUTERS-- Hardware-- General.

COMPUTERS-- Information Technology.

COMPUTERS-- Machine Theory.

COMPUTERS-- Reference.

High performance computing.

COM-- 013000

COM-- 014000

COM-- 018000

COM-- 032000

COM-- 037000

COM-- 052000

COM-- 067000

UMB

UMB

Sedighi, Art

Smith, Milton L.

20200823083818.0

pn

[Book]

Y