مقاله Improved Task Graph-based Parallel Data Processing for Dynamic Resource Allocation in Cloud
(PDF) Improved Task Graph-based Parallel Data …
| based Parallel Data Processing for Dynamic Resource Allocation in Cloud. Article (PDF … In this paper we present our approach towards parallel data processing exploiting dynamic resource allocation in IaaS clouds. |
Exploiting Dynamic Resource Allocation for Efficient …
| hoc parallel data processing has emerged to be one of … In this paper we discuss the opportunities and challenges for efficient … Instead, these companies have popularized an architectural paradigm based on a … a job execution, can help to improve the overall resource utilization and, … |
Methods of Resource Scheduling Based on Optimized … – …
| Cloud computing has good data storage and processing … In this paper, we chose the improved fuzzy clustering algorithm to solve … task scheduling algorithm based on fuzzy clustering to reduce the … allocation strategy in fog computing based on Priced Timed Petri Nets …… IEEE Trans Parallel Distrib. |
Efficient and Parallel Data Processing and Resource … – …
| the Cloud by using Nephele’s Data Processing Framework … exploit dynamic resource provisioning offered by IaaS clouds. … allocation of job tasks to the specific virtual machines has also been …. In the paper “Maximum Likelihood Network Topology from Edge based …. job on cloud is contained in execution graph. |
Priority Based Dynamic Resource Allocation in Cloud …
| Priority Based Dynamic Resource Allocation in Cloud Computing … the Service Level Agreements (SLA) and with the help of parallel processing. … high priority task execution can improve the resource utilization in Cloud. In this paper we propose an algorithm which considered Preemptable task execution … |
Exploiting Dynamic Resource Allocation for Efficient …
| Exploiting Dynamic Resource Allocation for. Efficient Parallel … parallel data processing in clouds and present our research … paradigm based on a large number of commodity servers. Problems … of data. In this paper we want to discuss the particular challenges … represents a task of the overall processing job, the graph’s. |
Efficient resource management techniques in cloud …
| KEYWORDS: Cloud computing, Dynamic resource management, Resource …. Scientific applications based such as Big Data, Workflows, learning algorithms ….. To improve the reliability in data center, the migration is performed as a ….. and DRA (Dynamic Resource Allocation) for Parallel Data Processing. |
Cloud resource management: towards efficient execution of …
| In parallel, as science relies on the analysis of very large data sets, data … This paper presents a survey on cloud resource management that … In addition, multitenancy enables dynamic allocation of these resources which are … management solutions including resource provisioning and task scheduling. |
Resource Scheduling Based on Improved Spectral …
| Processing range of edge computing is closer to the data source. … on task classification and resource utilization for the cloud data center. … [28] proposed a dynamic resource allocation through the Fog Micro … The resource scheduling algorithm proposed in this paper is based on clustering method. |
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