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FOCS
2006
IEEE
15 years 10 months ago
Hardness of Learning Halfspaces with Noise
Learning an unknown halfspace (also called a perceptron) from labeled examples is one of the classic problems in machine learning. In the noise-free case, when a halfspace consist...
Venkatesan Guruswami, Prasad Raghavendra
ICPADS
2006
IEEE
15 years 10 months ago
The Impact of Information Availability and Workload Characteristics on the Performance of Job Co-allocation in Multi-clusters
In this paper, we utilize a bandwidth-centric job communication model that captures the interaction and impact of simultaneously co-allocating jobs across multiple clusters. We ma...
William M. Jones, Walter B. Ligon III, Nishant Shr...
IPPS
2006
IEEE
15 years 10 months ago
Making a case for a Green500 list
For decades now, the notion of “performance” has been synonymous with “speed” (as measured in FLOPS, short for floating-point operations per second). Unfortunately, this ...
S. Sharma, Chung-Hsing Hsu, Wu-chun Feng
P2P
2006
IEEE
121views Communications» more  P2P 2006»
15 years 10 months ago
The Orchard Algorithm: P2P Multicasting without Free-Riding
The main purpose of many current peer-to-peer (P2P) networks is off-line file sharing. However, a potentially very promising use of such networks is to share video streams (e.g.,...
Jan-David Mol, Dick H. J. Epema, Henk J. Sips
SUTC
2006
IEEE
15 years 10 months ago
Detection and Repair of Software Errors in Hierarchical Sensor Networks
Abstract— Sensor networks are being increasingly deployed for collecting critical data in various applications. Once deployed, a sensor network may experience faults at the indiv...
Douglas Herbert, Yung-Hsiang Lu, Saurabh Bagchi, Z...
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