Sciweavers

Share
GRID
2008
Springer

On correlated availability in Internet-distributed systems

9 years 4 months ago
On correlated availability in Internet-distributed systems
As computer networks rapidly increase in size and speed, Internet-distributed systems such as P2P, volunteer computing, and Grid systems are increasingly common. A precise and accurate characterization of Internet resources is important for the design and evaluation of such Internet-distributed systems, yet our picture of the Internet landscape is not perfectly clear. To improve this picture, we measure and characterize the time dynamics of availability in a large-scale Internetdistributed system with over 110,000 hosts. Our characterization focuses on identifying patterns of correlated availability. We determine scalable and accurate clustering techniques and distance metrics for automatically detecting significant availability patterns. By means of clustering, we identify groups of resources with correlated availability that exhibit similar time effects. Then we show how these correlated clusters of resources can be used to improve resource management for parallel applications in t...
Derrick Kondo, Artur Andrzejak, David P. Anderson
Added 09 Nov 2010
Updated 09 Nov 2010
Type Conference
Year 2008
Where GRID
Authors Derrick Kondo, Artur Andrzejak, David P. Anderson
Comments (0)
books