A Multi-agent System Architecture for Self-Healing Cloud Infrastructure
Title | A Multi-agent System Architecture for Self-Healing Cloud Infrastructure |
Publication Type | Conference Paper |
Year of Publication | 2016 |
Authors | Azaiez, Meriem, Chainbi, Walid |
Conference Name | Proceedings of the International Conference on Internet of Things and Cloud Computing |
Publisher | ACM |
Conference Location | New York, NY, USA |
ISBN Number | 978-1-4503-4063-2 |
Keywords | Agent technology, Autonomic computing, cloud computing, composability, Fault tolerance, pubcrawl, Resiliency, self-healing, self-healing networks |
Abstract | The popularity of Cloud computing has considerably increased during the last years. The increase of Cloud users and their interactions with the Cloud infrastructure raise the risk of resources faults. Such a problem can lead to a bad reputation of the Cloud environment which slows down the evolution of this technology. To address this issue, the dynamic and the complex architecture of the Cloud should be taken into account. Indeed, this architecture requires that resources protection and healing must be transparent and without external intervention. Unlike previous work, we suggest integrating the fundamental aspects of autonomic computing in the Cloud to deal with the self-healing of Cloud resources. Starting from the high degree of match between autonomic computing systems and multiagent systems, we propose to take advantage from the autonomous behaviour of agent technology to create an intelligent Cloud that supports autonomic aspects. Our proposed solution is a multi-agent system which interacts with the Cloud infrastructure to analyze the resources state and execute Checkpoint/Replication strategy or migration technique to solve the problem of failed resources. |
URL | http://doi.acm.org/10.1145/2896387.2896392 |
DOI | 10.1145/2896387.2896392 |
Citation Key | azaiez_multi-agent_2016 |