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» A Data Analysis Method for Software Performance Prediction
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IEEEMM
2007
146views more  IEEEMM 2007»
14 years 11 months ago
Learning Microarray Gene Expression Data by Hybrid Discriminant Analysis
— Microarray technology offers a high throughput means to study expression networks and gene regulatory networks in cells. The intrinsic nature of high dimensionality and small s...
Yijuan Lu, Qi Tian, Maribel Sanchez, Jennifer L. N...
ICDCS
2012
IEEE
13 years 2 months ago
PREPARE: Predictive Performance Anomaly Prevention for Virtualized Cloud Systems
Abstract—Virtualized cloud systems are prone to performance anomalies due to various reasons such as resource contentions, software bugs, and hardware failures. In this paper, we...
Yongmin Tan, Hiep Nguyen, Zhiming Shen, Xiaohui Gu...
ICSE
2012
IEEE-ACM
13 years 2 months ago
Predicting performance via automated feature-interaction detection
Abstract—Customizable programs and program families provide user-selectable features to allow users to tailor a program to an application scenario. Knowing in advance which featu...
Norbert Siegmund, Sergiy S. Kolesnikov, Christian ...
COMPSAC
2007
IEEE
15 years 6 months ago
Performance Prediction of Service-Oriented Applications based on an Enterprise Service Bus
An Enterprise Service Bus (ESB) is a standards-based integration platform that combines messaging, web services, data transformation, and intelligent routing in a highly distribut...
Yan Liu, Ian Gorton, Liming Zhu
MSR
2010
ACM
15 years 4 months ago
An extensive comparison of bug prediction approaches
Abstract—Reliably predicting software defects is one of software engineering’s holy grails. Researchers have devised and implemented a plethora of bug prediction approaches var...
Marco D'Ambros, Michele Lanza, Romain Robbes