Distilled Lifelong Self-Adaptation for Configurable Systems

Modern configurable systems provide tremendous opportunities for engineering future intelligent software systems. A key difficulty thereof is how to effectively self-adapt the configuration of a running system such that its performance (e.g., runtime and throughput) can be optimized under time-varyi...

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Bibliographic Details
Main Authors: Ye, Yulong, Chen, Tao, Li, Miqing
Format: Conference Proceeding
Language:English
Subjects:
Cognition
Computing methodologies
Computing methodologies > Machine learning
Computing methodologies > Machine learning > Machine learning approaches
Computing methodologies > Machine learning > Machine learning approaches > Bio-inspired approaches
configuration tuning
Data mining
dynamic optimization
Human-centered computing
Human-centered computing > Visualization
Human-centered computing > Visualization > Visualization techniques
Optimization
Planning
Runtime
search-based software engineering
Self-adaptive systems
Software and its engineering
Software and its engineering > Software creation and management
Software and its engineering > Software creation and management > Designing software
Software and its engineering > Software creation and management > Designing software > Software design engineering
Software and its engineering > Software creation and management > Search-based software engineering
Software and its engineering > Software creation and management > Software development techniques
Software and its engineering > Software creation and management > Software development techniques > Automatic programming
Software and its engineering > Software notations and tools
Software and its engineering > Software notations and tools > Software configuration management and version control systems
Software and its engineering > Software notations and tools > Software libraries and repositories
Software and its engineering > Software organization and properties
Software and its engineering > Software organization and properties > Software system structures
Software and its engineering > Software organization and properties > Software system structures > Software system models
Software and its engineering > Software organization and properties > Software system structures > Software system models > Feature interaction
Software systems
Throughput
Time-varying systems
Tuning
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