نتایج جستجو برای: cloudsim
تعداد نتایج: 291 فیلتر نتایج به سال:
Task scheduling plays a crucial role in cloud computing and is key factor determining performance. To solve the task problem for remote sensing data processing computing, this paper proposes workflow algorithm---Workflow Scheduling Algorithm based on Deep Reinforcement Learning (WDRL). The process modeling transformed into directed acyclic graph problem. Then, algorithm designed by establishing...
Task scheduling for the cloud is one of main advances in IoMT stage, which impacts whole execution resource. Cloud a proficient headway computation, and it encompasses data storage, management, manipulation large volumes. Thus, proposition being made better approach to proffer task cloud. In this case, new hybrid genetic algorithm (HGA) proposed. The proposed HGA method will be justified by con...
In cloud computing, a shared, configurable pool of computing resources is made accessible online and allocated to users according their needs. It essential for provider schedule jobs in the keep up service quality boost system efficiency. this paper, we present scheduling technique based on modified particle swarm optimization combat issues excessively long time high computation costs associate...
A fuzzy cloud resource scheduling model with time-cost constraints is built using triangular numbers to represent uncertain task execution time. Task reduces total time and cost spent on a project. It connects virtual machines functions. Particle swarm optimization (HPO) used plan resources (HSOA). The approach uses orthogonal particle initialization increase the quality of initial exploration,...
Now a day, energy consumption is the big challenge in heterogeneous cloud computing environment that needs to be considered. Cloud service provider also satisfy customer’s Quality of Service (QoS) for better utilization. An efficient task scheduling based on QoS parameter has been proposed address above said challenge. Firsty, all incoming tasks are categorized into four classes some special at...
<span lang="EN-US">Load lang="EN-US">balancing is one of the challenges distributed computing worldview. With enormous development in clients and their interest for different administrations on stage, compelling or productive asset usage cloud climate has turned into an urgent concern. Load balancing critical to keeping running smoothly. This study examines research using four scheduli...
<span lang="EN-US">Makespan and cost are the major factors in current scenario they generally upgrade results to optimize upcoming task processing by implementing scheduling within specified cloud platform. A new proposed agenda is being considered for a health care system make world healthier. The paper designed identify prior work as evaluator end user act accordingly. It also satisfies...
Modern day continued demand for resource hungry services and applications in IT sector have led to development of Cloud computing. Cloud computing environment involves high cost infrastructure on one hand and need high scale computational resources on the other hand. These resources need to be provisioned (allocation and scheduling) to the end users in most efficient manner so that the tremendo...
Cloud Computing provides the computational, storage, network and database resources to the consumers in a pay-as-per usage mode. In recent years, the data centers play a major role in hosting the cloud applications in the cloud infrastructure. The data centers are consuming huge electrical power and emits large amount of carbon footprint. It is essential to incorporate the Energy Efficient Reso...
Cloud Federation is an emerging technology where Cloud Service Providers (CSPs) offering specialized services to customers collaborate in order to reap the real benefits of Cloud Computing. When a CSP in the Cloud Federation runs out of resources, it can get the required resources from other partners in the federation. Normally, there will be QoS agreements between the partners in the federatio...
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