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Meta-scheduling in advance using red-black trees in heterogeneous Grids

Luis Tomas, Carmen Carrion, Blanca Caminero, Agustin Caminero
2010 2010 IEEE International Symposium on Parallel & Distributed Processing, Workshops and Phd Forum (IPDPSW)  
-If it is not possible to fulfill the QoS requirements using the resources of its own domain, the communication with other meta-schedulers allocated in other domains starts.  ...  -If it is still not possible to meet the QoS requirements, a negotiation process with the user is started to define new QoS requirements.  ...  QoS requirements.  ... 
doi:10.1109/ipdpsw.2010.5470923 dblp:conf/ipps/TomasCCC10 fatcat:en6b3yazavcljk4fiezsqcz2ji

A Review on Resource Scheduling Models to Optimize Quality of Service Parameters in Grid Computing using Meta-heuristics

Dinesh PrasadSahu, Karan Singh, Shiv Prakash
2015 International Journal of Computer Applications  
The resources in the computational grid are usually heterogeneous and being a highly heterogeneous system, Computational Grid poses a number of constraints.  ...  The complexity of application, user requirements and system heterogeneity prevents any scheduling procedure in achieving its best performance.  ...  The complexity of application, user requirements and system heterogeneity prevents any scheduling procedure in achieving its best performance.  ... 
doi:10.5120/19995-1741 fatcat:nu6xwgvbxnb5zew424r6o6yrmq

Multidimensional QOS Oriented Task Scheduling in Grid Environments

Amit Agarwal, Padam Kumar
2011 International Journal of Grid Computing & Applications  
In this paper, we consider bandwidth requirement as a QoS of a network and availability requirement as a QoS of a compute resource.  ...  QoS (Quality of Service) based resource management and scheduling is an important issue in such dynamic and heterogeneous grid environments.  ...  [11] proposed simple heuristics for dynamic matching and scheduling of a class of independent tasks onto a heterogeneous computing system.  ... 
doi:10.5121/ijgca.2011.2103 fatcat:vmw3tq4ezjfizg26imbqvzgazq

Review on Grid Task Scheduling in Distributed Heterogeneous Environment

M. Hemamalini
2012 International Journal of Computer Applications  
Computational grid is a potential technology mainly used for distributed environment. The major issues related with Grid are resource discovery, heterogeneity, fault tolerance and task scheduling.  ...  This survey shows that Max-Min grid task scheduling algorithm outperforms the other algorithms in both task and resource heterogeneous environment.  ...  In a computational grid, scheduling problem is enhanced by maximizing system utilization and fulfills economical system and user constraints.  ... 
doi:10.5120/4929-7159 fatcat:qvstnzpw6rcxlf3xfsykmkvddq

Statistical-Based Heuristic for Scheduling of Independent Tasks in Cloud Computing

Ahmad Al-Qerem, Ala Hamarsheh
2022 International Journal of Communication Networks and Information Security  
It introduces two batch mode heuristics algorithms for scheduling independent task in the computational cloud environment, high mean absolute deviation first heuristic and QoS Guided Sufferage-HMADF heuristic  ...  This paper addresses the problem of how to schedule many independent tasks when using different machines.  ...  Acknowledgment This research is funded by the deanship of Research and Graduate Studies in Zarqa University /Jordan"  ... 
doi:10.17762/ijcnis.v10i2.3406 fatcat:ayxhbdowojgovjv4na5joga2fm

Reinforced cost effective architecture for fault tolerance mechanism through meta heuristics

P Pradeep Kumar, E. Chandra Blessie
2022 International Journal of Health Sciences  
Grid computing removes the limitations that exist in traditional shared computing environment, and becomes a leading trend in distributed computing system.  ...  From the perspective of system architecture, resource allocation and job scheduling are the most crucial functions of grid computing.  ...  In addition to timeliness requirements, quality of service (QoS) requirements must be addressed in various hard and soft real-time systems.  ... 
doi:10.53730/ijhs.v6ns2.5568 fatcat:6qbwgiw4hrdwrdfsg44hyd64pe

Memory Constrained Load Shared Minimum Execution Time Grid Task Scheduling Algorithm in a Heterogeneous Environment

M. Hemamalini, M. V. Srinath
2015 Indian Journal of Science and Technology  
Load balancing is achieved by rescheduling the resources based on memory requirement and execution time of the tasks. This algorithm considers memory as Quality of Service (QoS) factor.  ...  In MCLSMET algorithm, the Maximum Completion Time, Resource Utilization is computed to compare with the existing MET scheduling Algorithm.  ...  Introduction Grid Computing 1 is a distributed system that enhances computing facilities.  ... 
doi:10.17485/ijst/2015/v8i15/71373 fatcat:og7fqpxvpbf6nffuqwkatz7e3q

Memory Constrained ANT Colony System for Task Scheduling in GRID Computing

T Kokilavani
2012 International Journal of Grid Computing & Applications  
In order to avoid such reduction in the performance of the grid system, an optimal resource sharing algorithm is required.  ...  LSACO reduces the overall response time and increases the resource utilization and number of tasks scheduled. The proposed method has been tested for different types of tasks and resources.  ...  The Grid scheduler should consider the QoS requirement of a task to find a perfect match of resource [3] .  ... 
doi:10.5121/ijgca.2012.3302 fatcat:ucwwiy6e3vhvbpmu6pkp6zkrve

Modeling and Simulation of Grid Resource Brokering Algorithms

Aditya B.Patel
2012 International Journal of Computer Applications  
Grid Computing is concerned with applying the heteregenous resources of many computers to solve a single problem and involves managing the diverse resources towards a common objective.  ...  Successful utilization of grid infrastructure to solve resource intensive and computing problems requires performance modeling and evaluation to meet the QoS requirements of end users.  ...  Figure 7 indicates that with the increase in tasks with hard QoS requirement like deadline and resource reservation, the resource utilization of the grid system decreases.  ... 
doi:10.5120/5715-7774 fatcat:pctyga4m45bs5jtd24lgeje5hm

Grid Scheduling with QoS Satisfaction and Clustering

Devaki Palaniappan, Valarmathi Muniappan Lakshapalam
2014 Research Journal of Applied Sciences Engineering and Technology  
The objective of the study is to device an Adaptive Machine Scoring Technique with Cluster (AMSTWC) to schedule the jobs/tasks in a grid environment which reduces the overall completion time (make span  ...  It also minimizes the execution time of the algorithm and with QoS satisfaction. The scheduling is done for computational as well as data grids.  ...  The study reveals the complexity of the scheduling problem in Computational Grids when compared to scheduling in classical parallel and distributed systems and shows the usefulness of heuristic and meta-heuristic  ... 
doi:10.19026/rjaset.7.419 fatcat:23sy65nhpncornncroaxe5gx3m

An Ant Colony Optimization for Grid Task Scheduling with Multiple QoS Dimensions

Jing Hu, Mingchu Li, Weifeng Sun, Yuanfang Chen
2009 2009 Eighth International Conference on Grid and Cooperative Computing  
Task scheduling and quality of service (QoS) are two curial problems in grid computing.  ...  Focusing on the meta-task with QoS requirements, this work presents an ant colony optimization for grid task scheduling with multiple QoS dimensions (QACO).  ...  A. Prolem Formulation The tasks in grid computing may have amount of QoS requirements that need to be satisfied.  ... 
doi:10.1109/gcc.2009.57 dblp:conf/gcc/HuLSC09 fatcat:vkk3pp2ntrfwdg3um5j23hsygq

A survey on resource allocation in high performance distributed computing systems

Hameed Hussain, Saif Ur Rehman Malik, Abdul Hameed, Samee Ullah Khan, Gage Bickler, Nasro Min-Allah, Muhammad Bilal Qureshi, Limin Zhang, Wang Yongji, Nasir Ghani, Joanna Kolodziej, Albert Y. Zomaya (+11 others)
2013 Parallel Computing  
An efficient resource allocation is a fundamental requirement in high performance computing (HPC) systems.  ...  Many projects are dedicated to large-scale distributed computing systems that have designed and developed resource allocation mechanisms with a variety of architectures and services.  ...  Government retains for itself, and others acting on its behalf, a paid-up nonexclusive, irrevocable worldwide license in said article to reproduce, prepare derivative works, distribute copies to the public  ... 
doi:10.1016/j.parco.2013.09.009 fatcat:pdbghbohinc55lsgv67yfiw5ni

Quality of Service of Grid Computing: Resource Sharing

Xian-He Sun, Ming Wu
2007 Sixth International Conference on Grid and Cooperative Computing (GCC 2007)  
In this study, we conduct a thorough study of QoS of distributed computing, especially on Grid computing where the requirement of distributed sharing and coordination goes to the extreme.  ...  This study provides a classification of existing software system based on their underlying policies, a systematic understanding of QoS, and a framework for QoS of Grid computing.  ...  In these systems, a scheduling decision is made only based on the QoS requirement of the Grid application.  ... 
doi:10.1109/gcc.2007.102 dblp:conf/gcc/SunW07 fatcat:ctwnzq3mvbhnnknps3kmvnpwxu

Improved Max-Min Algorithm in Cloud Computing

O. M.Elzeki, M. Z. Reshad, M. A. Elsoud
2012 International Journal of Computer Applications  
In turn scheduling tasks within cloud computing using Improved Max-min demonstrates achieving schedules with comparable lower makespan rather than RASA and original Max-min.  ...  Experimental results show availability of load balance in small cloud computing environment and total small makespan in large-scale distributed system; cloud computing.  ...  Makespan is defined as a measure of the throughput of the heterogeneous computing system; like the Cloud Computing environment [11] , [13] .  ... 
doi:10.5120/7823-1009 fatcat:67rptbrblzbxlaly2hm4lxtfue

Application Layer Scheduling in Cloud: Fundamentals, Review and Research Directions

Vaibhav Pandey, Poonam Saini
2019 Computer systems science and engineering  
For large-scale heterogeneous distributed systems like a cloud, scheduling is an essential component of resource management at the application layer as well as at the virtualization layer in order to deliver  ...  In this survey paper, we present a study on task scheduling algorithms used only at the application layer of the cloud.  ...  ACKNOWLEDGMENT The authors would like to thank Ministry of Electronics and Information Technology, Government of India, and Digital India Corporation for providing financial assistance to this work under  ... 
doi:10.32604/csse.2019.34.357 fatcat:ak6gdeqw4zdbzdvbot3sxlwwti
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