DocumentCode
643182
Title
A novel partitioning and tracing approach for distributed systems based on vector clocks
Author
Hoettger, Robert ; Igel, Burkhard ; Kamsties, Erik
Author_Institution
Fachhochschule Dortmund, Pimes Res. Inst., Univ. of Appl. Sci. & Arts, Dortmund, Germany
Volume
02
fYear
2013
fDate
12-14 Sept. 2013
Firstpage
670
Lastpage
675
Abstract
Tracking, partitioning and tracing in modern dynamic high performance computing systems are three of the most innovative and important development aspects for performance optimization purposes and state-of-the-art advanced quality. This paper discusses these three aspects with respect to distributed systems and proposes new mechanisms for an advanced utilization of software in this domain. We present a specific tracking mechanism via vector clocks for model and code partitioning purposes and the determination of causality relations. Further, a tracing approach for an effective analysis and thereby utilization of code and the corresponding architecture is introduced. The combination of both approaches leads to a high degree of parallelism and a fine-grained structure of execution units, that further traced, supports a precise analysis of synchronous and asynchronous system´s behavior as well as an optimal load balancing. The mechanisms are introduced with respect to a model based control engineering tool and event diagrams.
Keywords
parallel processing; resource allocation; software engineering; code partitioning; distributed systems; event diagrams; high performance computing systems; load balancing; model based control engineering tool; parallelism degree; partitioning approach; performance optimization; software utilization; tracing approach; vector clocks; Clocks; Computer architecture; Load management; Optimization; Parallel processing; Partitioning algorithms; Vectors; control engineering; distributed systems; event tracing; partitioning; vector clocks; virtual time;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Data Acquisition and Advanced Computing Systems (IDAACS), 2013 IEEE 7th International Conference on
Conference_Location
Berlin
Print_ISBN
978-1-4799-1426-5
Type
conf
DOI
10.1109/IDAACS.2013.6663010
Filename
6663010
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