Cloud service provider selection using reinforcement learning approach and providers’ reputation

• Date: 2014
• Main Authors: Myroshnikova, I. Yu., Novikov, A. N.
• Format: Article
• Language: Ukrainian
• Published: Інститут проблем реєстрації інформації НАН України 2014
• Subjects: cloud computing; provider selection task; reinforcement learning; reputation; broker; auction model
• Online Access: http://drsp.ipri.kiev.ua/article/view/100290
• Journal Title: Data Recording, Storage & Processing

Reputation-oriented reinforcement learning approach was proposed for cloud service provider selection problem. Provider reputation in the approach is based on their service using experience and users’ estimates. Modelling results for providers with fixed service parameters demonstrated the decreasin...