NDLI: A Framework for Transmission Cost Aware Service Selection

Content Provider	IEEE Xplore Digital Library
Author	Zhiling Luo Ying Li Jianwei Yin
Copyright Year	2015
Description	Author affiliation: Comput. Sci., Zhejiang Univ., Hangzhou, China (Zhiling Luo; Ying Li; Jianwei Yin)
Abstract	The procedure of picking services bound to abstract tasks is usually called service selection in Service Oriented Architecture. In recent years, most studies focus on improving the Quality of Service (QoS) of the composed service. These techniques, however, are facing a new challenge, brought by the big data era, namely, the time and money wasted in data transmission, called transmission cost, cannot be optimized locally like QoS. To address this challenge, in this paper, we study and formalize the problem of transmission cost aware service selection, named TcSS. Owing to the insufficient service transfer rates, we propose a framework on a relaxation problem by making use of the service network ontology structure. The entire framework comprises two stages, an off-line stage to arrange the service network information from logs and an online stage to satisfy the service selection requirement efficiently. The solution of the relaxation problem is an approximation of the original TcSS with the approximate ratio guarantees. Finally, extensive experiments on real data establish the effectiveness and efficiency of our approach.
Starting Page	503
Ending Page	510
File Size	528968
Page Count	8
File Format	PDF
e-ISBN	9781467372725
DOI	10.1109/ICWS.2015.73
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2015-06-27
Publisher Place	USA
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Sparse matrices Clustering algorithms Quality of service Data communication Silicon compounds Time factors Organizations clustering service selection transmission cost service location graph analysis
Content Type	Text
Resource Type	Article

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in