Abstract

The interconnected cloud (Intercloud) federation is an emerging paradigm that revolutionizes the scalable service provision of geographically distributed resources. Large-scale distributed resources require well-coordinated and automated frameworks to facilitate service provision in a seamless and systematic manner. Unquestionably, standalone service providers must communicate and federate their cloud sites with other vendors to enable the infinite pooling of resources. The pooling of these resources provides uninterpretable services to increasingly growing cloud users more efficiently, and ensures an improved Service Level Agreement (SLA). However, the research of Intercloud resource management is in its infancy. Therefore, standard interfaces, protocols, and uniform architectural components need to be developed for seamless interaction among federated clouds. In this study, we propose a distributed meta-brokering-enabled scheduling framework for provision of user application services in the federated cloud environment. Modularized architecture of the proposed system with uniform configuration in participating resource sites orchestrate the critical operations of resource management effectively, and form the federation schema. Overlaid meta-brokering instances are implemented on the top of local resource brokers to keep the global functionality isolated. These instances in overlay topology communicate in a P2P manner to maintain decentralization, high scalability, and load manageability. The proposed framework has been implemented and evaluated by extending the Java-based CloudSim 3.0.3 simulation application programming interfaces (APIs). The presented results validate the proposed model and its efficiency to facilitate user application execution with the desired QoS parameters.

Highlights

  • Interconnected cloud (Intercloud) is similar to the Internet in that the latter has been developed by interlinking multiple standalone networks

  • Experiments are carried out using CloudSim simulation libraries to validate the model with different number of user applications to check the scalability and reliability of the system

  • In this paper, decentralized meta-brokering-driven overlay architecture is proposed for Intercloud scheduling services

Read more

Summary

Introduction

Interconnected cloud (Intercloud) is similar to the Internet in that the latter has been developed by interlinking multiple standalone networks. In the same paradigm, the evolution of the Intercloud is quite intuitive. The interconnection of geographically distributed resources through uniform standards and protocols is more resilient and provides elasticity in peak time to maintain Service Level Agreement (SLA) [1,2]. Due to dynamicity in workload and resources states, client requests are serviced transparently in this paradigm [3,4,5]. Collaboration and communication among geographically disparate clouds is required to overcome the limitations of single, standalone service providers [11,12,13].

Objectives
Results
Conclusion
Full Text
Published version (Free)

Talk to us

Join us for a 30 min session where you can share your feedback and ask us any queries you have

Schedule a call