An Agent-based Cloud Service Negotiation in Hybrid Cloud Computing

Autor:	Deochake, Saurabh, Mukhopadhyay, Debajyoti
Rok vydání:	2020
Předmět:	Computer Science - Multiagent Systems Computer Science - Distributed Parallel and Cluster Computing Computer Science - Networking and Internet Architecture
Druh dokumentu:	Working Paper
Popis:	With the advent of evolution of cloud computing, large organizations have been scaling the on-premise IT infrastructure to the cloud. Although this being a popular practice, it lacks comprehensive efforts to study the aspects of automated negotiation of resources among cloud customers and providers. This paper proposes a full-fledged framework for the multi-party, multi-issue negotiation system for cloud resources. It introduces a robust cloud marketplace system to buy and sell cloud resources. The Belief-Desire-Intention (BDI) model-based cloud customer and provider agents concurrently negotiate on multiple issues, pursuing a hybrid tactic of time and resource-based dynamic deadline algorithms to generate offers and counter-offers. The cloud marketplace-based system is further augmented with the assignment of behavior norm score and reputation index to the agents to establish trust among them. Comment: Fifth International Conference on ICT for Sustainable Development
Databáze:	arXiv
Externí odkaz:	http://arxiv.org/abs/2006.13109 Zobrazit plný text záznamu View this record from Arxiv