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QoS guided Min-Min heuristic for grid task scheduling

XiaoShan He, Xianhe Sun, Gregor von Laszewski
2003 Journal of Computer Science and Technology  
This paper presents a novel metaheuristics method based on min min approach for scheduling of jobs in the grid environment. The proposed method schedules the jobs providing QOS to the jobs.  ...  Jobs are classified on the basis of their communication and computational requirement. Depending on this it is scheduled to the required type of processor providing the desired QOS.  ...  Conclusion Job scheduling is one of the well-known problems in distributed computing systems such as grid environments.  ... 
doi:10.1007/bf02948918 fatcat:omukgx6c4fdthmy6foekpidxqi

Implementation of Two Level Scheduler in Cloud Computing Environment

Bagul Dhanashri, Toris Divya
2017 International Journal of Computer Applications  
Efficient task scheduling method can fulfill user's requirements, QoS, and improves the resource utilization; this increases the overall performance of the cloud computing environment.  ...  Scheduling in cloud computing is responsible for selection of best suitable resources for task execution.  ...  CloudSim is a simulation tool for creating cloud computing environment and used as the simulator in solving the job scheduling problem.  ... 
doi:10.5120/ijca2017913940 fatcat:6gf5jmneizasfiomv6kh7pkvdi


V.Rajeshram .
2015 International Journal of Research in Engineering and Technology  
The job scheduling is to allocate certain jobs to particular resources in a particular amount of time. The job scheduling is to achieve a high performance computing and the best system throughput.  ...  Because of these different objectives and high performance of computing environment we need to design, develop, propose a scheduling algorithm to outperform appropriate allocation map of jobs due to different  ...  To choose a scheduling algorithm for cloud computing environment a better scheduling algorithm is proposed in order to quality of service.  ... 
doi:10.15623/ijret.2015.0405032 fatcat:4wfwtszptfdi3aourpm5aa5nxq

Load balancing MPI algorithm for high throughput applications

Igor Grudenic, Stjepan Gros, Nikola Bogunovic
2008 ITI 2008 - 30th International Conference on Information Technology Interfaces  
The LBA is most suitable for the tasks that involve high and continuous data throughput. It performance will significantly degrade if used in complex computation topologies.  ...  In this paper we present a load balancing algorithm (LBA) that can be used instead of developing custom parallel application.  ...  In this paper we provide a message passing algorithm (LBA) that can be generally used to schedule multiple small independent jobs with high data throughput.  ... 
doi:10.1109/iti.2008.4588520 dblp:conf/iti/GrudenicGB08 fatcat:tmmmy54rlnfl3i7sxuoouudjh4

Grouping-Based Job Scheduling Model In Grid Computing

Vishnu Kant Soni, Raksha Sharma, Manoj Kumar Mishra
2010 Zenodo  
Grid computing is a high performance computing environment to solve larger scale computational applications.  ...  Job scheduling is a fundamental and important issue in achieving high performance in grid computing systems. However, it is a big challenge to design an efficient scheduler and its implementation.  ...  In a Grid computing environment, scheduler is responsible for selecting the suitable machines or computing resources in the Grid for processing jobs to achieve high system throughput, but there exist several  ... 
doi:10.5281/zenodo.1056679 fatcat:ims6fgv4rbb75f6lmc4gpw4tqm


Pinal Salot .
2013 International Journal of Research in Engineering and Technology  
Today, researchers attempt to build job scheduling algorithms that are compatible and applicable in Cloud Computing environment Job scheduling is most important task in cloud computing environment because  ...  Especially that in cloud, there is a high communication cost that prevents well known task schedulers to be applied in large scale distributed environment.  ...  The main advantage of job scheduling algorithm is to achieve a high performance computing and the best system throughput.  ... 
doi:10.15623/ijret.2013.0202008 fatcat:f22jxpe7fbhftj4dxxoii3exwm

An ACO Algorithm for Scheduling Data Intensive Application with Various QOS Requirements

S. Aranganathan, K.M. Mehata
2011 International Journal of Computer Applications  
Grid computing is rapidly growing in the distributed heterogeneous environment for utilizing and sharing large scale resources to solve complex scientific problems.  ...  The problem of scheduling on data intensive application in terms of QOS requirements is challenging and it significantly influences the performance of grids.  ...  So the job allocation and scheduling is the fundamental issue for achieving high performance in the data grid environment.  ... 
doi:10.5120/3340-4598 fatcat:qaxysioatnc7dpyrqxvgb45iqq

Best of Both Worlds: High Performance Interactive and Batch Launching [article]

Chansup Byun, Jeremy Kepner, William Arcand, David Bestor, Bill Bergeron, Vijay Gadepally, Michael Houle, Matthew Hubbell, Michael Jones, Andrew Kirby, Anna Klein, Peter Michaleas (+7 others)
2020 arXiv   pre-print
The new approach separates the job preemption and scheduling operations and can achieve 100 times faster performance in the scheduling of a job with preemption when compared to using the standard scheduler-provided  ...  The results demonstrate that the new approach can schedule interactive jobs preemptively at a performance comparable to when the required computing resources are idle and available.  ...  in the high-performance computing centers.  ... 
arXiv:2008.02223v1 fatcat:w5rrftsz6ncvdojpa4e4mjvxbi

A Survey of Job Scheduling Algorithms Whit Hierarchical Structure to LoadBalancing In Grid Computing Environments

Maryam Masoudi Khorsand, Shahram Jamali, Morteza Analoui
2014 International Journal of Computer Applications Technology and Research  
Scheduling problems are at the heart of any Grid-like computational system. a good scheduling algorithm can assign jobs to resources efficiently and can balance the system load. in this paper we survey  ...  To solve these complicated problems, grid computing becomes a popular tool. a grid environment collects, integrates, and uses heterogeneous or homogeneous resources scattered around the globe by a high-speed  ...  Grid computing has tried everything so far in the field of high performance computing, including cluster computing, peer-topeer computing, which is done brought together.  ... 
doi:10.7753/ijcatr0301.1015 fatcat:7sdxsr36w5ejzjeg5gfxhdilxm

A Survey Of Job Scheduling And Resource Management In Grid Computing

Raksha Sharma, Vishnu Kant Soni, Manoj Kumar Mishra, Prachet Bhuyan
2010 Zenodo  
Job and resource scheduling is one of the key research area in grid computing.  ...  An alternative is to select an appropriate scheduling algorithm to use in a given grid environment because of the characteristics of the tasks, machines and network connectivity.  ...  Disadvantage: 1) It does not consider memory size constraint. 2) Preprocessing time of job grouping is high. G. A Job Schedule Model Based on grid environment (JSMB).  ... 
doi:10.5281/zenodo.1062715 fatcat:qanynpfe3bg2fjv3nw4apv4gt4

Range smart cluster monitor based guesstimate approach for resource scheduling in small size clusters

S Gokuldev, Jathin R
2018 International Journal of Engineering & Technology  
Performing scheduling of tasks with low energy consumption with high performance is one of the major concerns in distributed computing.  ...  The experimental result ensures improved system performance with low power consumption in homogeneous computing environment.  ...  Introduction The increase in demand for high performance computing has directly resulted with increase in power consumption [1] .  ... 
doi:10.14419/ijet.v7i2.9531 fatcat:ydn22uxjbrdsvitdiwg46gm32e


2012 International journal of computer and communication technology  
Therefore, in this paper the efficiency of Round Robin (RR) scheduling strategy used for job scheduling and Shortest Job First Scheduling (SJFS) technique used for load balancing in reducing the job rejections  ...  An observation that has been carried out in this paper by capturing a job arriving pattern from a monitoring system explains that most of the jobs get rejected because of lack of efficient technology.  ...  There are certain important factors namely job scheduling, load balancing and resource allocation in the cloud environment that supports to improve the business performance by reducing the job rejections  ... 
doi:10.47893/ijcct.2012.1151 fatcat:4q7tmzdmivdz5ohqatqlztr5x4

Parallel Simulation of Tasks Scheduling and Scheduling Criteria in High-performance Computing Systems

Jarmila Škrinárová, Michal Povinský
2019 Journal of Information and Organizational Sciences  
This work is focused on the issue of job scheduling in a high performance computing systems.  ...  The simulator is verified by our own proposed model of job scheduling. The simulator consists of a centralized scheduler that is using GPGPU to process large amounts of data by parallel way.  ...  Acknowledgements Computing was performed in the High Performance Computing Center of the Matej Bel University in Banska Bystrica using the HPC infrastructure acquired in project  ... 
doi:10.31341/jios.43.2.5 fatcat:wc63njyc4rgktfhnxzrokg7mga

An Agent Based Dynamic Resource Scheduling Model With Fcfs-Job Grouping Strategy In Grid Computing

Raksha Sharma, Vishnu Kant Soni, Manoj Kumar Mishra, Prachet Bhuyan, Utpal Chandra Dey
2010 Zenodo  
This paper proposes a model for resource and job scheduling in dynamic grid environment. The main focus is to maximize the resource utilization and minimize processing time of jobs.  ...  Job grouping concept is used to maximize resource utilization for scheduling of jobs in grid computing.  ...  high throughput, and high performance.  ... 
doi:10.5281/zenodo.1333041 fatcat:fcp6dmj45bfvzkwrcl4n5eadf4

Efficient Optimal Algorithm of Task Scheduling in Cloud Computing Environment

Dr. Amit Agarwal, Saloni Jain
2014 International Journal of Computer Trends and Technology  
A good scheduler adapts its scheduling strategy according to the changing environment and the type of task.  ...  Cloud is developing day by day and faces many challenges, one of them is scheduling. Scheduling refers to a set of policies to control the order of work to be performed by a computer system.  ...  The main advantage of job scheduling algorithm is to achieve a high performance computing and the best system throughput.  ... 
doi:10.14445/22312803/ijctt-v9p163 fatcat:7x6tbf4xmzhbrestjrcs2btlye
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