DocumentCode
2125176
Title
Parallel Matching Algorithms of Publish/Subscribe System
Author
Qian, Jianfeng ; Yin, Jianwei ; Dong, Jinxiang
Author_Institution
Sch. of Comput. Sci. & Technol., Zhejiang Univ., Hangzhou, China
fYear
2011
fDate
11-13 April 2011
Firstpage
638
Lastpage
643
Abstract
Publish/subscribe systems form an important communication paradigms in distributed systems. However, how to leverage current chip multi-processors to increase throughput and reduce the matching time still need further research. In this paper, we present and implement two types of parallel matching algorithms. Experiments show that relatively independent matching algorithm produces similar throughput as complete independent matching algorithm and the average matching time of collaborative matching algorithm is reduced by approximately 77% as the number of threads increases from one to six.
Keywords
middleware; parallel processing; collaborative matching algorithm; distributed system; independent matching algorithm; multiprocessor; parallel matching algorithm; publish system; subscribe system; Approximation algorithms; Instruction sets; Ontologies; Resource description framework; Scalability; Subscriptions; Throughput; RDF; matching algorithm; parallel algorithm; publish/subscribe;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Technology: New Generations (ITNG), 2011 Eighth International Conference on
Conference_Location
Las Vegas, NV
Print_ISBN
978-1-61284-427-5
Electronic_ISBN
978-0-7695-4367-3
Type
conf
DOI
10.1109/ITNG.2011.113
Filename
5945311
Link To Document