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» Monitoring and Prediction of Network Performance
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DEBU
2000
147views more  DEBU 2000»
15 years 8 days ago
XJoin: A Reactively-Scheduled Pipelined Join Operator
Wide-area distribution raises significant performance problems for traditional query processing techniques as data access becomes less predictable due to link congestion, load imb...
Tolga Urhan, Michael J. Franklin
134
Voted
JAIR
2002
163views more  JAIR 2002»
15 years 4 days ago
Efficient Reinforcement Learning Using Recursive Least-Squares Methods
The recursive least-squares (RLS) algorithm is one of the most well-known algorithms used in adaptive filtering, system identification and adaptive control. Its popularity is main...
Xin Xu, Hangen He, Dewen Hu
136
Voted
ICC
2009
IEEE
164views Communications» more  ICC 2009»
14 years 10 months ago
Policy-Based Security Configuration Management, Application to Intrusion Detection and Prevention
Intrusion Detection and/or Prevention Systems (IDPS) represent an important line of defense against the variety of attacks that can compromise the security and well functioning of...
Khalid Alsubhi, Issam Aib, Jérôme Fra...
107
Voted
ICML
2007
IEEE
16 years 1 months ago
Learning to rank: from pairwise approach to listwise approach
The paper is concerned with learning to rank, which is to construct a model or a function for ranking objects. Learning to rank is useful for document retrieval, collaborative fil...
Zhe Cao, Tao Qin, Tie-Yan Liu, Ming-Feng Tsai, Han...
STOC
2005
ACM
129views Algorithms» more  STOC 2005»
16 years 23 days ago
Learning with attribute costs
We study an extension of the "standard" learning models to settings where observing the value of an attribute has an associated cost (which might be different for differ...
Haim Kaplan, Eyal Kushilevitz, Yishay Mansour