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» Adaptive Control Variates
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EUROSYS
2009
ACM
16 years 3 months ago
Automated control of multiple virtualized resources
: Virtualized data centers enable consolidation of multiple applications and sharing of multiple resources among these applications. However, current virtualization technologies ar...
Pradeep Padala, Kai-Yuan Hou, Kang G. Shin, Xiaoyu...
RTSS
2007
IEEE
16 years 27 days ago
Chronos: Feedback Control of a Real Database System Performance
It is challenging to process transactions in a timely fashion using fresh data, e.g., current stock prices, since database workloads may considerably vary due to dynamic data/reso...
Kyoung-Don Kang, Jisu Oh, Sang Hyuk Son
BIOADIT
2006
Springer
15 years 10 months ago
Robot Control: From Silicon Circuitry to Cells
Life-like adaptive behaviour is so far an illusive goal in robot control. A capability to act successfully in a complex, ambiguous, and harsh environment would vastly increase the ...
Soichiro Tsuda, Klaus-Peter Zauner, Yukio-Pegio Gu...
ICDCS
2011
IEEE
14 years 6 months ago
Economical and Robust Provisioning of N-Tier Cloud Workloads: A Multi-level Control Approach
—Resource provisioning for N-tier web applications in Clouds is non-trivial due to at least two reasons. First, there is an inherent optimization conflict between cost of resour...
PengCheng Xiong, Zhikui Wang, Simon Malkowski, Qin...
ICML
2010
IEEE
15 years 7 months ago
Inverse Optimal Control with Linearly-Solvable MDPs
We present new algorithms for inverse optimal control (or inverse reinforcement learning, IRL) within the framework of linearlysolvable MDPs (LMDPs). Unlike most prior IRL algorit...
Dvijotham Krishnamurthy, Emanuel Todorov