Abstract
Today, cloud computing applications are rapidly constructed by services belonging to different cloud providers and service owners. This work presents the inter-cloud elasticity framework, which focuses on cloud load balancing based on dynamic virtual machine reconfiguration when variations on load or on user requests volume are observed. We design a dynamic reconfiguration system, called inter-cloud load balancer (ICLB), that allows scaling up or down the virtual resources (thus providing automatized elasticity), by eliminating service downtimes and communication failures. It includes an inter-cloud load balancer for distributing incoming user HTTP traffic across multiple instances of inter-cloud applications and services and we perform dynamic reconfiguration of resources according to the real time requirements. The experimental analysis includes different topologies by showing how real-time traffic variation (using real world workloads) affects resource utilization and by achieving better resource usage in inter-cloud.
Original language | English |
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Article number | 7762944 |
Pages (from-to) | 319-334 |
Number of pages | 16 |
Journal | IEEE Transactions on Services Computing |
Volume | 12 |
Issue number | 2 |
Early online date | 1 Dec 2016 |
DOIs | |
Publication status | Published - 1 Mar 2019 |
Keywords
- Cloud computing
- cloud elasticity
- horizontal scalability
- vertical scalability
- cloud load balancing
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Professor Nik Bessis
- Arts & Sciences Faculty Office - Prof Comp Sci & Snr Adv Digital Strategy
Person: Academic