Being more Effective and Interpretable: Bridging the Gap Between Heuristics and AI for ABR Algorithms.
Tianchi HuangRui-Xiao ZhangXin YaoChenglei WuLifeng SunPublished in: SIGCOMM Posters and Demos (2019)
Keyphrases
- computationally efficient
- computational cost
- learning algorithm
- artificial intelligence
- worst case analysis
- machine learning
- data structure
- expert systems
- neural network
- exact algorithms
- recently developed
- benchmark datasets
- theoretical analysis
- lower bound
- data sets
- worst case
- optimization problems
- case based reasoning
- significant improvement
- orders of magnitude
- computational efficiency
- times faster
- combinatorial optimization
- bayesian networks
- heuristic methods
- clustering algorithm
- greedy heuristic