Adaptive Replica Creation and Selection Strategies for Latency-Aware Application in Collaborative Edge-Cloud System. (20th November 2019)

• Record Type: Journal Article
• Authors: Li, Chunlin; Zhang, YiHan; Luo, Youlong
• Editors: Parr, Gerard
• Is Part Of: Computer journal. Volume 63:Number 9(2020)
• Page Start: 1338
• Page End: 1354
• Publication Date: 2019-11-20
• Subjects: edge -- cloud -- dynamic replica creation -- replica placement -- replica selection; Computers -- Periodicals; 005.1
• DOI: 10.1093/comjnl/bxz070
• Languages: English
• ISSNs: 0010-4620

Abstract

Abstract: There are many research problems in cloud replica management such as low data reliability, unbalanced node load and large resource consumption. The strategy and status of replica creation, replica placement and replica selection are analyzed. The replica creation based on access tendency (DRC-AT), the replica placement based on user request response time and storage capacity (DRP-RS) and the replica selection based on response time (DRS-RT) are proposed. The DRC-AT algorithm introduces the two parameters of file popularity and period value of file popularity, calculates the file access tendency periodically and decides the creation and deletion of the replica of the file according to the size of the file access tendency. The DRP-RS algorithm evaluates the user's request response time and storage capacity to select the best node set to place the replica. The DRS-RT algorithm returns to the user the node with the strongest service capability that contains the user's requested data. Experiments show that the algorithm can improve the speed of data reading by the client, improve the resource utilization, balance the load of the node and improve the overall performance of the system.