Green Cloud: Towards a Framework for Dynamic Self-Optimization of Power and Dependability Requirements in Cloud Architectures
نویسنده
چکیده
I report on the activities of the ongoing EPSRC/University of Birmingham Bridging the Gap Fellowship on Green Cloud. The initiative is multidisciplinary; it involves the School of Computer Science, The School of Electrical, Electronic and Computer Engineering, Institute for Energy Research and Policy, the Department of Economics at Birmingham University, external collaborators at MIT, and industrial partners. The initiative is aimed at a framework for dynamic self-optimization of the cloud architecture taking into account the tradeoffs involved in maintaining acceptable dependability requirements with minimal power at runtime. The research pioneers research in dynamic optimization explicating green-aware software architectures and engineering, self-management of the cloud in relation power and dependability. This initiative feeds into the long-term and greenaware vision of helping in reducing power consumption and CO2 emissions in ICT infrastructures.
منابع مشابه
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 کاملGreen Energy-aware task scheduling using the DVFS technique in Cloud Computing
Nowdays, energy consumption as a critical issue in distributed computing systems with high performance has become so green computing tries to energy consumption, carbon footprint and CO2 emissions in high performance computing systems (HPCs) such as clusters, Grid and Cloud that a large number of parallel. Reducing energy consumption for high end computing can bring various benefits such as red...
متن کاملVM Consolidation by using Selection and Placement of VMs in Cloud Datacenters
The Cloud Computing model leverages virtualization of computing resources allowing customers to provision resources on-demand on a pay-as-you-go basis. During recent years, the power consumption of datacenters in cloud environment attracted researchers. Optimization of energy consumption can be performed by different methods including virtual machine (VM) consolidation. This technique can reduc...
متن کاملAn Effective Task Scheduling Framework for Cloud Computing using NSGA-II
Cloud computing is a model for convenient on-demand user’s access to changeable and configurable computing resources such as networks, servers, storage, applications, and services with minimal management of resources and service provider interaction. Task scheduling is regarded as a fundamental issue in cloud computing which aims at distributing the load on the different resources of a distribu...
متن کاملA review of methods for resource allocation and operational framework in cloud computing
The issue of management and allocation of resources in cloud computing environments, according to the breadth of scale and modern technology implementation, is a complicated issue. Issues such as: the heterogeneity of resources, resource dependencies to each other, the dynamics of the environment, virtualization, workload diversity as well as a wide range of management objectives of cloud servi...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2010