Codesign Lessons Learned from Implementing Graph Matching on Multithreaded Architectures

Executing irregular, data-intensive workloads on multithreaded architectures can result in performance losses and scalability problems. Codesigning algorithms and architectures can realize high performance on irregular applications. A codesign study reveals four key lessons learned from implementing...

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Published in:Computer (Long Beach, Calif.) Vol. 48; no. 8; pp. 46 - 55
Main Authors: Halappanavar, Mahantesh, Pothen, Alex, Azad, Ariful, Manne, Fredrik, Langguth, Johannes, Khan, Arif
Format: Journal Article
Language:English
Published: New York IEEE 01.08.2015
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:
algorithm design
Algorithm design and analysis
Algorithms
Computer architecture
Computer graphics
Computer platforms
graph matching
Irregular applications
matching algorithms
multithreaded architectures
Multithreading
parallel architectures
Parallel programming
Workloads
ISSN:0018-9162, 1558-0814
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Abstract Executing irregular, data-intensive workloads on multithreaded architectures can result in performance losses and scalability problems. Codesigning algorithms and architectures can realize high performance on irregular applications. A codesign study reveals four key lessons learned from implementing matching algorithms on various platforms.
AbstractList Executing irregular, data-intensive workloads on multithreaded architectures can result in performance losses and scalability problems. Codesigning algorithms and architectures can realize high performance on irregular applications. A codesign study reveals four key lessons learned from implementing matching algorithms on various platforms.
Author Azad, Ariful
Langguth, Johannes
Pothen, Alex
Halappanavar, Mahantesh
Khan, Arif
Manne, Fredrik
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  organization: Purdue Univ., West Lafayette, IN, USA
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crossref_primary_10_1515_cmam_2016_0040
crossref_primary_10_1016_j_jpdc_2020_04_009
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SubjectTerms algorithm design
Algorithm design and analysis
Algorithms
Computer architecture
Computer graphics
Computer platforms
graph matching
Irregular applications
matching algorithms
multithreaded architectures
Multithreading
parallel architectures
Parallel programming
Workloads
Title Codesign Lessons Learned from Implementing Graph Matching on Multithreaded Architectures
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Volume 48
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