Large-scale QoS-aware service-oriented networking with a clustering-based approach

Jin Jingwen, Liang Jin, Jin Jingyi, Klara Nahrstedt

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Motivated by the fact that most of the existing QoS service composition solutions have limited scalability, we develop a hierarchical-based solution framework to achieve scalability by means of topology abstraction and routing state aggregation. The paper presents and solves several unique challenges associated with the hierarchical-based QoS service composition solution in overlay networks, including topology formation (cluster detection and dynamic reclustering), QoS and service state aggregation and distribution, and QoS service path computation in a hierarchically structured network topology. In our framework, we (1) cluster network nodes based on their Internet distances and maintain clustering optimality at low cost by means of local reclustering operations when dealing with dynamic membership; (2) use data clustering and Bloom filter techniques to jointly reduce complexity of data representation associated with services within a cluster; and (3) investigate a top-down approach for computing QoS service paths in a hierarchical topology. Qos service composition, hierarchical networking, network clustering, topology/data aggregation

Original languageEnglish (US)
Title of host publicationProceedings of 16th International Conference on Computer Communications and Networks 2007, ICCCN 2007
Pages522-528
Number of pages7
DOIs
StatePublished - Dec 1 2007
Event16th International Conference on Computer Communications and Networks 2007, ICCCN 2007 - Honolulu, HI, United States
Duration: Aug 13 2007Aug 16 2007

Publication series

NameProceedings - International Conference on Computer Communications and Networks, ICCCN
ISSN (Print)1095-2055

Other

Other16th International Conference on Computer Communications and Networks 2007, ICCCN 2007
CountryUnited States
CityHonolulu, HI,
Period8/13/078/16/07

ASJC Scopus subject areas

  • Computer Science(all)

Fingerprint Dive into the research topics of 'Large-scale QoS-aware service-oriented networking with a clustering-based approach'. Together they form a unique fingerprint.

Cite this