Adaptive Fault Tolerant Resource Allocation Scheme for Cloud Computing Environments
نویسندگان
چکیده
Cloud computing is an optimistic technology that leverages the resources to offer globally better and more efficient services than collection of individual use internet resources. Due heterogeneous high dynamic nature resources, failure during resource allocation a key risk in cloud. Such failures lead delay tasks execution have adverse impacts achieving quality service (QoS). This paper proposes effective adaptive fault tolerant scheduling approach effort facilitate error free task scheduling. The proposed method considers most impactful parameters such as rate current workload for optimal QoS. suggested validated using CloudSim toolkit based on commonly used metrics including utilization, average time, makespan, throughput, success rate. Empirical results prove benchmark techniques terms load balancing tolerance.
منابع مشابه
Optimal Joint Multiple Resource Allocation Method for Cloud Computing Environments
Cloud computing is a model for enabling convenient, on-demand network access to a shared pool of configurable computing resources. To provide cloud computing services economically, it is important to optimize resource allocation under the assumption that the required resource can be taken from a shared resource pool. In addition, to be able to provide processing ability and storage capacity, it...
متن کاملConstrained Fault-Tolerant Resource Allocation
We follow [18,25] and give a series of improved results for the Constrained Fault-Tolerant Resource Allocation (FTRA) problem. In FTRA, we are given a set of sites containing facilities as resources, and a set of clients consuming these resources. Specifically, each site i is allowed to open at most Ri facilities with cost fi for each opened facility. Each client j requires an allocation of rj ...
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 کاملAn Efficient Resource Allocation for Processing Healthcare Data in the Cloud Computing Environment
Nowadays, processing large-media healthcare data in the cloud has become an effective way of satisfying the medical userschr('39') QoS (quality of service) demands. Providing healthcare for the community is a complex activity that relies heavily on information processing. Such processing can be very costly for organizations. However, processing healthcare data in cloud has become an effective s...
متن کاملFault Tolerant Architecture to Cloud Computing Using Adaptive Checkpoint
Cloud computing refers to both the applications delivered as services over the Internet and the hardware and systems software in the datacenters that provide those services. Failures of any type are common in current datacenters, partly due to the number of nodes. Fault tolerance has become a major task for computer engineers and software developers because the occurrence of faults increases th...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Journal of Organizational and End User Computing
سال: 2021
ISSN: ['1546-2234', '1546-5012']
DOI: https://doi.org/10.4018/joeuc.20210901.oa7