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ICML
2008
IEEE
14 years 11 months ago
Reinforcement learning in the presence of rare events
We consider the task of reinforcement learning in an environment in which rare significant events occur independently of the actions selected by the controlling agent. If these ev...
Jordan Frank, Shie Mannor, Doina Precup
OSDI
2002
ACM
14 years 10 months ago
Taming Aggressive Replication in the Pangaea Wide-Area File System
Pangaea is a wide-area file system that supports data sharing among a community of widely distributed users. It is built on a symmetrically decentralized infrastructure that consi...
Yasushi Saito, Christos T. Karamanolis, Magnus Kar...
OSDI
2002
ACM
14 years 10 months ago
Integrated Resource Management for Cluster-based Internet Services
Client request rates for Internet services tend to be bursty and thus it is important to maintain efficient resource utilization under a wide range of load conditions. Network ser...
Kai Shen, Hong Tang, Tao Yang, Lingkun Chu
PODS
2006
ACM
122views Database» more  PODS 2006»
14 years 10 months ago
Space- and time-efficient deterministic algorithms for biased quantiles over data streams
Skew is prevalent in data streams, and should be taken into account by algorithms that analyze the data. The problem of finding "biased quantiles"-- that is, approximate...
Graham Cormode, Flip Korn, S. Muthukrishnan, Dives...
SOSP
2001
ACM
14 years 7 months ago
Storage Management and Caching in PAST, A Large-scale, Persistent Peer-to-peer Storage Utility
This paper presents and evaluates the storage management and caching in PAST, a large-scale peer-to-peer persistent storage utility. PAST is based on a self-organizing, Internetba...
Antony I. T. Rowstron, Peter Druschel