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ICAC
2007
IEEE
13 years 11 months ago
Approximation Modeling for the Online Performance Management of Distributed Computing Systems
—A promising method of automating management tasks in computing systems is to formulate them as control or optimization problems in terms of performance metrics. For an online op...
Dara Kusic, Nagarajan Kandasamy, Guofei Jiang
BERTINORO
2005
Springer
13 years 10 months ago
On the Use of Online Analytic Performance Models, in Self-Managing and Self-Organizing Computer Systems
Current computing environments are becoming increasingly complex in nature and exhibit unpredictable workloads. These environments create challenges to the design of systems that c...
Daniel A. Menascé, Mohamed N. Bennani, Hong...
ICDCS
2006
IEEE
13 years 11 months ago
A Hierarchical Optimization Framework for Autonomic Performance Management of Distributed Computing Systems
This paper develops a scalable online optimization framework for the autonomic performance management of distributed computing systems operating in a dynamic environment to satisf...
Nagarajan Kandasamy, Sherif Abdelwahed, Mohit Khan...
ASPLOS
2009
ACM
14 years 5 months ago
RapidMRC: approximating L2 miss rate curves on commodity systems for online optimizations
Miss rate curves (MRCs) are useful in a number of contexts. In our research, online L2 cache MRCs enable us to dynamically identify optimal cache sizes when cache-partitioning a s...
David K. Tam, Reza Azimi, Livio Soares, Michael St...
WOSS
2004
ACM
13 years 10 months ago
A control-based framework for self-managing distributed computing systems
This paper describes an online control framework to design self-managing distributed computing systems that continually optimize their performance in response to changing computin...
Sherif Abdelwahed, Nagarajan Kandasamy, Sandeep Ne...