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Finite-time analysis of the multiarmed bandit problem

by Peter Auer, Paul Fischer, Jyrki Kivinen - Machine Learning , 2002
"... Abstract. Reinforcement learning policies face the exploration versus exploitation dilemma, i.e. the search for a balance between exploring the environment to find profitable actions while taking the empirically best action as often as possible. A popular measure of a policy’s success in addressing ..."
Abstract - Cited by 817 (15 self) - Add to MetaCart
to grow at least logarithmically in the number of plays. Since then, policies which asymptotically achieve this regret have been devised by Lai and Robbins and many others. In this work we show that the optimal logarithmic regret is also achievable uniformly over time, with simple and efficient policies

The Design and Implementation of a Log-Structured File System

by Mendel Rosenblum, John K. Ousterhout - ACM Transactions on Computer Systems , 1992
"... This paper presents a new technique for disk storage management called a log-structured file system. A logstructured file system writes all modifications to disk sequentially in a log-like structure, thereby speeding up both file writing and crash recovery. The log is the only structure on disk; it ..."
Abstract - Cited by 1092 (8 self) - Add to MetaCart
of simulations that demonstrate the efficiency of a simple cleaning policy based on cost and benefit. We have implemented a prototype logstructured file system called Sprite LFS; it outperforms current Unix file systems by an order of magnitude for small-file writes while matching or exceeding Unix performance

Tor: The secondgeneration onion router,”

by Roger Dingledine - in 13th USENIX Security Symposium. Usenix, , 2004
"... Abstract We present Tor, a circuit-based low-latency anonymous communication service. This second-generation Onion Routing system addresses limitations in the original design by adding perfect forward secrecy, congestion control, directory servers, integrity checking, configurable exit policies, an ..."
Abstract - Cited by 1229 (33 self) - Add to MetaCart
Abstract We present Tor, a circuit-based low-latency anonymous communication service. This second-generation Onion Routing system addresses limitations in the original design by adding perfect forward secrecy, congestion control, directory servers, integrity checking, configurable exit policies

Lottery Scheduling: Flexible Proportional-Share Resource Management

by Carl A. Waldspurger, William E. Weihl , 1994
"... This paper presents lottery scheduling, a novel randomized resource allocation mechanism. Lottery scheduling provides efficient, responsive control over the relative execution rates of computations. Such control is beyond the capabilities of conventional schedulers, and is desirable in systems that ..."
Abstract - Cited by 480 (5 self) - Add to MetaCart
This paper presents lottery scheduling, a novel randomized resource allocation mechanism. Lottery scheduling provides efficient, responsive control over the relative execution rates of computations. Such control is beyond the capabilities of conventional schedulers, and is desirable in systems

Taming Decentralized POMDPs: Towards Efficient Policy Computation for Multiagent Settings

by Ranjit Nair, Milind Tambe, Makoto Yokoo, David Pynadath, Stacy Marsella - IN IJCAI , 2003
"... The problem of deriving joint policies for a group of agents that maximize some joint reward function can be modeled as a decentralized partially observable Markov decision process (POMDP). Yet, despite ..."
Abstract - Cited by 191 (26 self) - Add to MetaCart
The problem of deriving joint policies for a group of agents that maximize some joint reward function can be modeled as a decentralized partially observable Markov decision process (POMDP). Yet, despite

Automobile Fuel Efficiency Policies with International Innovation Spillovers*

by Stef Proost, Stef Proost , 2008
"... Automobile fuel efficiency policies with international innovation spillovers by ..."
Abstract - Cited by 4 (1 self) - Add to MetaCart
Automobile fuel efficiency policies with international innovation spillovers by

Memory resource management in VMware ESX server,”

by Carl A Waldspurger - In Proc. of the 5th OSDI, , 2002
"... Abstract VMware ESX Server is a thin software layer designed to multiplex hardware resources efficiently among virtual machines running unmodified commodity operating systems. This paper introduces several novel ESX Server mechanisms and policies for managing memory. A ballooning technique reclaims ..."
Abstract - Cited by 449 (2 self) - Add to MetaCart
Abstract VMware ESX Server is a thin software layer designed to multiplex hardware resources efficiently among virtual machines running unmodified commodity operating systems. This paper introduces several novel ESX Server mechanisms and policies for managing memory. A ballooning technique

An Efficient Policy System for

by Yanmin Zhu, Sye Loong Keoh, Morris Sloman, Emil Lupu, Naranker Dulay, Nathaniel Pryce
"... Body sensor networks (BSNs) have become a prom-ising technology for healthcare, in which biosensors continuously monitor physiological parameters of a user. Distinct from conventional sensor networks for environmental monitoring, such networks need to be adaptive and can therefore be easily managed. ..."
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. In ad-dition, security becomes a necessity. To this end, we design a policy system that implements policy-driven management on the sensor level. Biosensor adaptabil-ity is realized through support of dynamic loading, enabling and disabling of policies without shutting down nodes. In addition, fine

Equality and Efficiency: Policy for Globalisation

by Martin Weale , 2006
"... NIESR Discussion Paper 273 Policy responses to increasing wage inequality in advanced countries are considered. Protection is argued to be a means of diverting resources to appease particular interest groups at net cost to society. A social security system is shown to damp the effects of increased i ..."
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NIESR Discussion Paper 273 Policy responses to increasing wage inequality in advanced countries are considered. Protection is argued to be a means of diverting resources to appease particular interest groups at net cost to society. A social security system is shown to damp the effects of increased

EnergyEfficient Policies for Embedded Clusters

by Ruibin Xu, Dakai Zhu, Cosmin Rusu, Rami Melhem - In ACM SIGPLAN/SIGBED Conference on Languages, Compilers, and Tools for Embedded Systems (LCTES’05 , 2005
"... Abstract Power conservation has become a key design issue for many sys-tems, including clusters deployed for embedded systems, where ..."
Abstract - Cited by 14 (1 self) - Add to MetaCart
Abstract Power conservation has become a key design issue for many sys-tems, including clusters deployed for embedded systems, where
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