TY - GEN
T1 - Resource discovery techniques in distributed desktop grid environments
AU - Kim, Jik Soo
AU - Nam, Beomseok
AU - Keleher, Peter
AU - Marsh, Michael
AU - Bhattacharjee, Bobby
AU - Sussman, Alan
PY - 2006
Y1 - 2006
N2 - Desktop grids use opportunistic sharing to exploit large collections of personal computers and workstations across the Internet, achieving tremendous computing power at low cost. Traditional desktop grid systems are typically based on a client-server architecture, which has inherent shortcomings with respect to robustness, reliability and scalability. In this paper, we propose a decentralized, robust, highly available, and scalable infrastructure to match incoming jobs to available resources. Through a comparative analysis on the experimental results obtained via simulation of three different types of matchmaking algorithms under different workload scenarios, we show the trade-offs between efficient matchmaking and good load balancing in a fully decentralized, heterogeneous computational environment.
AB - Desktop grids use opportunistic sharing to exploit large collections of personal computers and workstations across the Internet, achieving tremendous computing power at low cost. Traditional desktop grid systems are typically based on a client-server architecture, which has inherent shortcomings with respect to robustness, reliability and scalability. In this paper, we propose a decentralized, robust, highly available, and scalable infrastructure to match incoming jobs to available resources. Through a comparative analysis on the experimental results obtained via simulation of three different types of matchmaking algorithms under different workload scenarios, we show the trade-offs between efficient matchmaking and good load balancing in a fully decentralized, heterogeneous computational environment.
UR - https://www.scopus.com/pages/publications/46149093953
U2 - 10.1109/ICGRID.2006.310992
DO - 10.1109/ICGRID.2006.310992
M3 - Conference contribution
AN - SCOPUS:46149093953
SN - 1424403448
SN - 9781424403448
T3 - Proceedings - IEEE/ACM International Workshop on Grid Computing
SP - 9
EP - 16
BT - Proceedings of the 7th IEEE/ACM International Conference on Grid Computing, GRID 2006
T2 - 7th IEEE/ACM International Conference on Grid Computing, GRID 2006
Y2 - 28 September 2006 through 29 September 2006
ER -