ENORM: A Framework For Edge NOde Resource Management
نویسندگان
چکیده
Current computing techniques using the cloud as a centralised server will become untenable as billions of devices get connected to the Internet. This raises the need for fog computing, which leverages computing at the edge of the network on nodes, such as routers, base stations and switches, along with the cloud. However, to realise fog computing the challenge of managing edge nodes will need to be addressed. This paper is motivated to address the resource management challenge. We develop the first framework to manage edge nodes, namely the Edge NOde Resource Management (ENORM) framework. Mechanisms for provisioning and auto-scaling edge node resources are proposed. The feasibility of the framework is demonstrated on a PokéMon Go-like online game use-case. The benefits of using ENORM are observed by reduced application latency between 20%-80% and reduced data transfer and communication frequency between the edge node and the cloud by up to 95%. These results highlight the potential of fog computing for improving the quality of service and experience.
منابع مشابه
Adaptive Dynamic Data Placement Algorithm for Hadoop in Heterogeneous Environments
Hadoop MapReduce framework is an important distributed processing model for large-scale data intensive applications. The current Hadoop and the existing Hadoop distributed file system’s rack-aware data placement strategy in MapReduce in the homogeneous Hadoop cluster assume that each node in a cluster has the same computing capacity and a same workload is assigned to each node. Default Hadoop d...
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 کاملA Resource Management Framework For Interactive Grids
Traditional use of Grid Computing Systems has been for batch jobs in the scientific and academic computing. We envision the next generation Grid computing systems to support graphical interactive sessions. In this paper, we propose a resource management framework for supporting graphical interactive sessions in a Grid computing system. We describe the high level architectural resource managemen...
متن کاملAn Integrated Human Resource Planning Framework for Project-based Organizations in Oil and Gas Industry
The complexities of the oil industry, combined project-based organizations’ complexities, have led the traditional planning of HR being failed. The success of these organizations is based on integrative human resource planning. To this end, the purpose of this study was to determine the factors and components of human resource planning in oil and gas project-based organizations and providing an...
متن کاملThe Nexus among Resource Based Theory, Marketing Strategy, and Firm Performance: An Integrated Framework
The purpose of this article is to present the link among resource based theory, marketing strategy, and firms’ performance in order to propose integrative framework showing how the three constructs are linked. It is organized based on a review of academic literature on resource based theory and marketing strategy chronicled in major marketing journals up to December 2015. Besides, the paper ref...
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:
- CoRR
دوره abs/1709.04061 شماره
صفحات -
تاریخ انتشار 2017