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ICAC
2006
IEEE
15 years 3 months ago
A Hybrid Reinforcement Learning Approach to Autonomic Resource Allocation
— Reinforcement Learning (RL) provides a promising new approach to systems performance management that differs radically from standard queuing-theoretic approaches making use of ...
Gerald Tesauro, Nicholas K. Jong, Rajarshi Das, Mo...
ICDE
2005
IEEE
122views Database» more  ICDE 2005»
15 years 3 months ago
Autonomous Index Optimization in XML Databases
Abstract— Defining suitable indexes is a major task when optimizing a database. Usually, a human database administrator defines a set of indexes in the design phase of the data...
Beda Christoph Hammerschmidt, Martin Kempa, Volker...
SIGMETRICS
2008
ACM
179views Hardware» more  SIGMETRICS 2008»
14 years 9 months ago
Software thermal management of dram memory for multicore systems
Thermal management of DRAM memory has become a critical issue for server systems. We have done, to our best knowledge, the first study of software thermal management for memory su...
Jiang Lin, Hongzhong Zheng, Zhichun Zhu, Eugene Go...
SIGMOD
2010
ACM
221views Database» more  SIGMOD 2010»
14 years 10 months ago
Analyzing the energy efficiency of a database server
Rising energy costs in large data centers are driving an agenda for energy-efficient computing. In this paper, we focus on the role of database software in affecting, and, ultimat...
Dimitris Tsirogiannis, Stavros Harizopoulos, Mehul...
IMSCCS
2006
IEEE
15 years 3 months ago
A Heterogeneous Windows Cluster System for Medical Image Reconstruction
This paper demonstrates a heterogeneous windows cluster system to obtain high performance computing (HPC) resources for medical image reconstruction applications. The communicatio...
Tao He, Jun Ni, Ge Wang