NDLI: Decentralized multi-attribute range search for resource discovery and load balancing

Content Provider	Springer Nature Link
Author	Lee, Jaehwan Keleher, Pete Sussman, Alan
Copyright Year	2013
Abstract	The recent trend toward heterogeneity among, and even within, computers requires new expressiveness in the way resource descriptions are created, and new sophistication in systems that attempt to match jobs with resources. In this paper, we propose a novel resource discovery and load balancing method to support multi-attribute, range-based job constraints in a peer-to-peer grid system. The common approach of using simple attribute indexes does not suffice, as range-based constraints may be satisfied by more than a single value. We show via simulation that our approach matches these new heterogeneous jobs to heterogeneous resources both effectively (good matches are found, load is balanced) and efficiently (the new functionality imposes little overhead). Our system relies on resource descriptions being aggregated and periodically disseminated. Decentralized algorithms are often sensitive to the “freshness” of this information. However, we show that our approach is not sensitive to stale data, allowing the information movement to happen rarely enough that it imposes only insignificant overhead.
Starting Page	890
Ending Page	913
Page Count	24
File Format	PDF
ISSN	09208542
Journal	The Journal of Supercomputing
Volume Number	68
Issue Number	2
e-ISSN	15730484
Language	English
Publisher	Springer US
Publisher Date	2013-12-22
Publisher Place	Boston
Access Restriction	One Nation One Subscription (ONOS)
Subject Keyword	Multi-attribute Range search Peer-to-peer grid Matchmaking Programming Languages, Compilers, Interpreters Processor Architectures Computer Science
Content Type	Text
Resource Type	Article
Subject	Theoretical Computer Science Information Systems Hardware and Architecture Software

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

A resource selection scheme for QoS satisfaction and load balancing in ad hoc grid

Enhanced GridSim architecture with load balancing

Dynamic grid load sharing with adaptive dissemination protocols

Ant colony optimization inspired resource discovery in P2P Grid systems

A proximity-aware load balancing in peer-to-peer-based volunteer computing systems

Coordinated load management in Peer-to-Peer coupled federated grid systems

Biased random walks on resource network graphs for load balancing

Resource and application-aware resource discovery in computing environments

Distributed optimization Grid resource discovery

Decentralized multi-attribute range search for resource discovery and load balancing

Similar Documents

A resource selection scheme for QoS satisfaction and load balancing in ad hoc grid

Enhanced GridSim architecture with load balancing

Dynamic grid load sharing with adaptive dissemination protocols

Ant colony optimization inspired resource discovery in P2P Grid systems

A proximity-aware load balancing in peer-to-peer-based volunteer computing systems

Coordinated load management in Peer-to-Peer coupled federated grid systems

Biased random walks on resource network graphs for load balancing

Resource and application-aware resource discovery in computing environments

Distributed optimization Grid resource discovery

Decentralized multi-attribute range search for resource discovery and load balancing