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Title: X: A Comprehensive Analytic Model for Parallel Machines

To continuously comply with Moore’s Law, modern parallel machines become increasingly complex. Effectively tuning application performance for these machines therefore becomes a daunting task. Moreover, identifying performance bottlenecks at application and architecture level, as well as evaluating various optimization strategies, are becoming extremely difficult when the entanglement of numerous correlated factors is being presented. To tackle these challenges, we present a visual analytical model named “X”. It is intuitive and sufficiently flexible to track all the typical features of a parallel machine.
Authors:
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Publication Date:
OSTI Identifier:
1322524
Report Number(s):
PNNL-SA-117063
KJ0403000
DOE Contract Number:
AC05-76RL01830
Resource Type:
Conference
Resource Relation:
Conference: IEEE International Parallel & Distributed Processing Symposium (IPDPS 2016), May 23-27, 2016 Chicago, Illinois, 242-252
Publisher:
IEEE, PISCATAWAY, New Jersey
Research Org:
Pacific Northwest National Laboratory (PNNL), Richland, WA (US)
Sponsoring Org:
USDOE
Country of Publication:
United States
Language:
English
Subject:
Modeling and Performance Analysis