Algorithms for online data management problems considering the storage capacities.
Lu HanYanjun JiangChenchen WuPublished in: Comput. Electr. Eng. (2022)
Keyphrases
- data management
- optimization problems
- hard problems
- difficult problems
- approximate solutions
- related problems
- learning algorithm
- online algorithms
- computational problems
- run times
- orders of magnitude
- practical problems
- theoretical analysis
- online learning
- worst case
- computational cost
- np hard problems
- problems in computer vision
- data sets
- storage requirements
- test problems
- data storage
- file system
- combinatorial optimization
- data mining algorithms
- computationally efficient
- significant improvement
- computational complexity
- real time
- times faster
- search problems
- benchmark datasets
- machine learning algorithms
- specific problems
- data streams
- data structure
- databases
- convex optimization problems