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ISSRE
2007
IEEE
13 years 6 months ago
Predicting Subsystem Failures using Dependency Graph Complexities
In any software project, developers need to be aware of existing dependencies and how they affect their system. We investigated the architecture and dependencies of Windows Server...
Thomas Zimmermann, Nachiappan Nagappan
ICSE
2008
IEEE-ACM
14 years 5 months ago
Predicting defects using network analysis on dependency graphs
In software development, resources for quality assurance are limited by time and by cost. In order to allocate resources effectively, managers need to rely on their experience bac...
Thomas Zimmermann, Nachiappan Nagappan
CCGRID
2009
IEEE
13 years 11 months ago
Performance under Failures of DAG-based Parallel Computing
— As the scale and complexity of parallel systems continue to grow, failures become more and more an inevitable fact for solving large-scale applications. In this research, we pr...
Hui Jin, Xian-He Sun, Ziming Zheng, Zhiling Lan, B...
NOMS
2002
IEEE
130views Communications» more  NOMS 2002»
13 years 9 months ago
End-to-end service failure diagnosis using belief networks
We present fault localization techniques suitable for diagnosing end-to-end service problems in communication systems with complex topologies. We refine a layered system model th...
Malgorzata Steinder, Adarshpal S. Sethi
ICST
2011
IEEE
12 years 8 months ago
An Empirical Study on the Relation between Dependency Neighborhoods and Failures
—Changing source code in large software systems is complex and requires a good understanding of dependencies between software components. Modification to components with little ...
Thomas Zimmermann, Nachiappan Nagappan, Kim Herzig...