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P2P
2010
IEEE
140views Communications» more  P2P 2010»
15 years 4 months ago
PeerDedupe: Insights into the Peer-Assisted Sampling Deduplication
As the digital data rapidly inflates to a world-wide storage crisis, data deduplication is showing its increasingly prominent function in data storage. Driven by the problems behin...
Yuanjian Xing, Zhenhua Li, Yafei Dai
PIMRC
2010
IEEE
15 years 4 months ago
Statistical Learning-based Automated Healing: Application to mobility in 3G LTE networks
Abstract--Troubleshooting of wireless networks is a challenging network management task. We have developed, in a previous work, a new troubleshooting methodology, which we named St...
Moazzam Islam Tiwana, Berna Sayraç, Zwi Alt...
PKDD
2010
Springer
179views Data Mining» more  PKDD 2010»
15 years 4 months ago
Gaussian Processes for Sample Efficient Reinforcement Learning with RMAX-Like Exploration
Abstract. We present an implementation of model-based online reinforcement learning (RL) for continuous domains with deterministic transitions that is specifically designed to achi...
Tobias Jung, Peter Stone
QEST
2010
IEEE
15 years 4 months ago
Canonical Form Based MAP(2) Fitting
The importance of the order two Markovian arrival process (MAP(2)) comes from its compactness, serving either as arrival or service process in applications, and from the nice prope...
Levente Bodrog, Peter Buchholz, Jan Kriege, Mikl&o...
SAFECOMP
2010
Springer
15 years 4 months ago
Experiences in Applying Formal Verification in Robotics
Formal verification efforts in the area of robotics are still comparatively scarce. In this paper we report on our experiences with one such effort, which was concerned with design...
Dennis Walter, Holger Täubig, Christoph L&uum...
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