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RTSS
2003
IEEE
14 years 2 months ago
Quick-release Fair Scheduling
In prior work on multiprocessor fairness, efficient techniques with provable properties for reallocating spare processing capacity have been elusive. In this paper, we address thi...
James H. Anderson, Aaron Block, Anand Srinivasan
EPIA
2003
Springer
14 years 2 months ago
Adaptation to Drifting Concepts
Most of supervised learning algorithms assume the stability of the target concept over time. Nevertheless in many real-user modeling systems, where the data is collected over an ex...
Gladys Castillo, João Gama, Pedro Medas
ICDM
2002
IEEE
105views Data Mining» more  ICDM 2002»
14 years 1 months ago
Empirical Comparison of Various Reinforcement Learning Strategies for Sequential Targeted Marketing
We empirically evaluate the performance of various reinforcement learning methods in applications to sequential targeted marketing. In particular, we propose and evaluate a progre...
Naoki Abe, Edwin P. D. Pednault, Haixun Wang, Bian...
ISCA
2002
IEEE
115views Hardware» more  ISCA 2002»
14 years 1 months ago
ReVive: Cost-Effective Architectural Support for Rollback Recovery in Shared-Memory Multiprocessors
This paper presents ReVive, a novel general-purpose rollback recovery mechanism for shared-memory multiprocessors. ReVive carefully balances the conflicting requirements of avail...
Milos Prvulovic, Josep Torrellas, Zheng Zhang
ISORC
2002
IEEE
14 years 1 months ago
Service Differentiation in Real-Time Main Memory Databases
The demand for real-time database services has been increasing recently. Examples include sensor data fusion, stock trading, decision support, web information services, and data-i...
Kyoung-Don Kang, Sang Hyuk Son, John A. Stankovic