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DSOM
2000
Springer
15 years 8 months ago
Operational Data Analysis: Improved Predictions Using Multi-computer Pattern Detection
Operational Data Analysis (ODA) automatically 1) monitors the performance of a computer through time, 2) stores such information in a data repository, 3) applies data-mining techn...
Ricardo Vilalta, Chidanand Apté, Sholom M. ...
HPDC
1999
IEEE
15 years 8 months ago
An Evaluation of Linear Models for Host Load Prediction
This paper evaluates linear models for predicting the Digital Unix five-second load average from 1 to 30 seconds into the future. A detailed statistical study of a large number of...
Peter A. Dinda, David R. O'Hallaron
IPPS
1999
IEEE
15 years 8 months ago
Exploiting Application Tunability for Efficient, Predictable Parallel Resource Management
Parallel computing is becoming increasing central and mainstream, driven both by the widespread availability of commodity SMP and high-performance cluster platforms, as well as th...
Fangzhe Chang, Vijay Karamcheti, Zvi M. Kedem
WECWIS
1999
IEEE
102views ECommerce» more  WECWIS 1999»
15 years 8 months ago
Monitoring and Prediction of Network Performance
Analysis of network and application pegormance is traditionally based on mathematical models derived from first principles. Such models are usually complex, diflcult to use, and d...
Bjorn Frogner, Alexander B. Cannara
ISCA
1998
IEEE
107views Hardware» more  ISCA 1998»
15 years 8 months ago
Memory Dependence Prediction Using Store Sets
For maximum performance, an out-of-order processor must issue load instructions as early as possible, while avoiding memory-order violations with prior store instructions that wri...
George Z. Chrysos, Joel S. Emer