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DSN
2005
IEEE
14 years 4 months ago
A Performability-Oriented Software Rejuvenation Framework for Distributed Applications
While inherent resource redundancies in distributed applications facilitate gracefully degradable services, methods to enhance their dependability may have subtle, yet significan...
Ann T. Tai, Kam S. Tso, William H. Sanders, Savio ...
APWEB
2006
Springer
14 years 2 months ago
A Statistical Study of Today's Gnutella
Abstract. As a developing P2P system, Gnutella has upgraded its protocol to 0.6, which significantly changed the characteristics of its hosts. However, few previous work has given ...
Shicong Meng, Cong Shi, Dingyi Han, Xing Zhu, Yong...
ICMLA
2008
13 years 11 months ago
Comparison of Evaluation Metrics in Classification Applications with Imbalanced Datasets
A new framework is proposed for comparing evaluation metrics in classification applications with imbalanced datasets (i.e., the probability of one class vastly exceeds others). Fo...
Mehrdad Fatourechi, Rabab K. Ward, Steven G. Mason...
VEE
2012
ACM
322views Virtualization» more  VEE 2012»
12 years 6 months ago
Modeling virtualized applications using machine learning techniques
With the growing adoption of virtualized datacenters and cloud hosting services, the allocation and sizing of resources such as CPU, memory, and I/O bandwidth for virtual machines...
Sajib Kundu, Raju Rangaswami, Ajay Gulati, Ming Zh...
EUROPAR
2005
Springer
14 years 3 months ago
Performance Modeling: Understanding the Past and Predicting the Future
We present an overview of current research in performance modeling, focusing on efforts underway in the Performance Evaluation Research Center (PERC). Using some new techniques, w...
David H. Bailey, Allan Snavely