GeoCol: A Geo-distributed Cloud Storage System with Low Cost and Latency using Reinforcement Learning.
Haoyu WangHaiying ShenZijian LiShuhao TianPublished in: ICDCS (2021)
Keyphrases
- low cost
- reinforcement learning
- multi agent
- network latency
- cooperative
- low power
- load balance
- digital camera
- cloud computing
- data transfer
- function approximation
- learning algorithm
- distributed systems
- cloud computing environment
- map reduce
- reinforcement learning algorithms
- computing resources
- distributed data
- cost effective
- lightweight
- prefetching
- machine learning
- dynamic programming
- model free
- fault tolerant
- computer networks
- computing platform
- low latency
- distributed environment
- single chip
- storage systems
- learning process
- bandwidth consumption