miscellaneous
Self Adaptive System
3260 papers • 126 benchmarks • 313 datasets
Self Adaptive Machine Learning System
(Image credit: Papersgraph)
Benchmarks
These leaderboards are used to track progress in self-adaptive-system
Trend
Dataset
Best Model
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No benchmarks available.
Libraries
iUse these libraries to find self-adaptive-system models and implementations
Datasets
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Most implemented papers
Towards Self-Adaptive Machine Learning-Enabled Systems Through QoS-Aware Model Switching
Karthik Vaidhyanathan, Shubham Shantanu Kulkarni, Arya Marda•Fri Aug 18 2023
A novel self-adaptation approach that leverages this concept and extends the traditional MAPE-K loop for continuous MLS adaptation, and suggests AdaMLS surpasses naive and single state-of-the-art models in QoS guarantees, heralding the advancement towards self- Adaptive MLS with optimal OoS in dynamic environments.
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