A scalable resource provisioning scheme for the cloud using peer to peer resource discovery and multi-attribute utility theory

نویسندگان

  • Rayhanur Rahman
  • Kazi Sakib
چکیده

Serving large number of users without compromising service availability and performance is key to the success of the Cloud. A fundamental challenge in building such services is incorporating scalability and fail safe techniques for discovering and provisioning of resources. As Peer to Peer (P2P) architectures are invincible to these setbacks, the work proposes a P2P based resource discovery and provisioning method for the Cloud. It first addresses the multi attribute data publishing and the range querying inability of existing Distributed Hash Table (DHT) based P2P schemes and proposes an attribute hub based discovery of provisioning information. Focused on that, a decentralized resource provisioning model is proposed using Multi Attribute Utility Theory methods. The simulation shows that the proposed approach is44.24% and45.81% faster than the centralized and DHT based approaches respectively in case of multidimensional range querying. It also shows the lesser number of Service Level Objective (SLO) violations and migrations which are about 24.11% and 33.43% respectively.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Multi-objective and Scalable Heuristic Algorithm for Workflow Task Scheduling in Utility Grids

 To use services transparently in a distributed environment, the Utility Grids develop a cyber-infrastructure. The parameters of the Quality of Service such as the allocation-cost and makespan have to be dealt with in order to schedule workflow application tasks in the Utility Grids. Optimization of both target parameters above is a challenge in a distributed environment and may conflict one an...

متن کامل

A secure and scalable communication framework for inter-cloud services

A lot of contemporary cloud computing platforms offer Infrastructureas-a-Service provisioning model, which offers to deliver basic virtualized computing resources like storage, hardware, and networking as on-demand and dynamic services. However, a single cloud service provider does not have limitless resources to offer to its users, and increasingly users are demanding the features of extensibi...

متن کامل

Resource and Query Aware, Multi-Attribute Resource Discovery for P2P Systems

Received 15 Dec. 2013, Revised 11 Feb. 2014, Accepted 16 Feb. 2014, Published 1 May 2014 ___________________________________________________________________________________________________________ Abstract: Distributed, multi-attribute Resource Discovery (RD) is a fundamental requirement in collaborative Peer-to-Peer (P2P), grid, and cloud computing. We present an efficient and load balanced, P...

متن کامل

Energy Aware Resource Management of Cloud Data Centers

Cloud Computing, the long-held dream of computing as a utility, has the potential to transform a large part of the IT industry, making software even more attractive as a service and shaping the way IT hardware is designed and purchased. Virtualization technology forms a key concept for new cloud computing architectures. The data centers are used to provide cloud services burdening a significant...

متن کامل

An Optimal Utilization of Cloud Resources using Adaptive Back Propagation Neural Network and Multi-Level Priority Queue Scheduling

With the innovation of cloud computing industry lots of services were provided based on different deployment criteria. Nowadays everyone tries to remain connected and demand maximum utilization of resources with minimum timeand effort. Thus, making it an important challenge in cloud computing for optimum utilization of resources. To overcome this issue, many techniques have been proposed ...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

عنوان ژورنال:
  • IJCC

دوره 6  شماره 

صفحات  -

تاریخ انتشار 2017