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
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;
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
DOI :
10.1109/ITNG.2011.113