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Advance Bandwidth Distribution Concept Using Artificial Intelligence

Abhishek Singh
2019 International Journal for Research in Applied Science and Engineering Technology  
In this paper, we try to provide an appropriate method for this problem by balancing the utilization of bandwidth dynamically.  ...  This method is proposed an efficient utilization of bandwidth and load balances in intradomain  ...  Marc Koerner, OdejKao [8] developed a load balance service which can handle a load of multiple serviceswith the multiple OpenFlow controllers.  ... 
doi:10.22214/ijraset.2019.6310 fatcat:ufh6jtffgfbqdd6aqdzmk7y5hm

Qualitative Parametric Comparison Of Load Balancing Algorithms In Parallel And Distributed Computing Environment

Amit Chhabra, Gurvinder Singh, Sandeep Singh Waraich, Bhavneet Sidhu, Gaurav Kumar
2008 Zenodo  
time, Dynamic load balancing algorithms (DLB) are adaptive to changing situations and take decisions at run time.  ...  One of the biggest issues in such systems is the development of effective techniques/algorithms for the distribution of the processes/load of a parallel program on multiple hosts to achieve goal(s) such  ...  Dynamic load balancers continually monitor the load on all the processors, and when the load imbalance reaches some predefined level, this redistribution of work takes place.  ... 
doi:10.5281/zenodo.1059751 fatcat:nswd2a2q3bgcjgzweptk6obynm

Dynamic Load Balancing of Matrix-Vector Multiplications on Roadrunner Compute Nodes [chapter]

José Carlos Sancho, Darren J. Kerbyson
2009 Lecture Notes in Computer Science  
Results are presented using this approach for sparse and dense matrix-vector multiplications that show load-balancing can improve performance by up to 24% over solely using the accelerators.  ...  To achieve this we have designed a new load bal ancing a' lgorithm , which is optimized for the Roadrunner compute nodes, to dynamically distribute computation and associated data between the host and  ...  The Dynamic Load Balance Algorithm In this section we describe our dynamic load balancing algorithm applied to matrix-vector multiplication.  ... 
doi:10.1007/978-3-642-03869-3_19 fatcat:kltkzaj7izcodnx6kbewcztwcy

Dynamic load balancing in parallel database systems [chapter]

Erhard Rahm
1996 Lecture Notes in Computer Science  
Dynamic load balancing is a prerequisite for effectively utilizing large parallel database systems.  ...  Load balancing at different levels is required in particular for assigning transactions and queries as well as subqueries to nodes.  ...  In this case, only SD preserves a potential for dynamic load balancing while for SN the data processors have to perform the join.  ... 
doi:10.1007/3-540-61626-8_4 fatcat:cuktfn5tsvgtljcjzo23vtlgp4

Developing SPMD applications with load balancing

A. Plastino, C.C. Ribeiro, N. Rodriguez
2003 Parallel Computing  
The central contribution of this work is SAMBA (Single Application, Multiple Load Balancing), a framework for the development of parallel SPMD (single program, multiple data) applications with load balancing  ...  They also illustrate that the most suitable load balancing strategy may vary with the type of application and with the number of available processors.  ...  Effective load balancing strategies are essential for overcoming dynamic imbalance factors.  ... 
doi:10.1016/s0167-8191(03)00060-7 fatcat:rqzuptojmbdgti36qr2x7hzyga

The Concept of Load Balancing Server in Secured and Intelligent Network

K. Pendke, A. Kasrekar, A. Sawarkar, T. Yeddeloo, R. Bhusari
2017 International Journal of Advanced engineering Management and Science  
A core networking solution which is responsible for distribution of incoming traffic among servers hosting the same content is load balancing.  ...  Load balancing is used by clusters or multiple computers that work together, to spread out processing jobs among the available systems.  ...  Load balancing improves the distribution of workloads across multiple computing resources.  ... 
doi:10.24001/ijaems.3.3.12 fatcat:mcx76myazva3xjwzkooo2ablsu

Customized dynamic load balancing for a network of workstations

M.J. Zaki, Wei Li, S. Parthasarathy
1996 Proceedings of 5th IEEE International Symposium on High Performance Distributed Computing HPDC-96  
Although static load balancing can solve many problems (e.g., those caused by processor heterogeneity and nonuniform loops) for most regular applications, the transient external load due to multiple users  ...  Therefore, application-driven customized dynamic load balancing becomes essential for good performance.  ...  DYNAMIC LOAD BALANCING (DLB) After the initial assignment of work (the iterations of the loop) to each processor, dynamic load balancing is done in four basic steps: monitoring processor performance, exchanging  ... 
doi:10.1109/hpdc.1996.546198 dblp:conf/hpdc/ZakiLP96 fatcat:thwqtcbmdvfj3gxei4r6u32y2u

Customized Dynamic Load Balancing for a Network of Workstations

Mohammed Javeed Zaki, Wei Li, Srinivasan Parthasarathy
1997 Journal of Parallel and Distributed Computing  
Although static load balancing can solve many problems (e.g., those caused by processor heterogeneity and nonuniform loops) for most regular applications, the transient external load due to multiple users  ...  Therefore, application-driven customized dynamic load balancing becomes essential for good performance.  ...  DYNAMIC LOAD BALANCING (DLB) After the initial assignment of work (the iterations of the loop) to each processor, dynamic load balancing is done in four basic steps: monitoring processor performance, exchanging  ... 
doi:10.1006/jpdc.1997.1339 fatcat:zvay4gfjbnbh5nzrh24idnvmom

A New Approach to the Design of High Performance Multiple Disk Subsystems: Dynamic Load Balancing Schemes [chapter]

A. I. Vakali, G. I. Papadimitriou, A. S. Pomportsis
2000 Lecture Notes in Computer Science  
Here, we introduce a new model based on the idea of enhancing the I/O subsystem controller capabilities by dynamic load balancing on a storage subsystem of multiple disk drives.  ...  The proposed request servicing has been simulated and the load balancing approach has been shown quite effective as compared to conventional request servicing.  ...  Figure 1 presents the structure of our dynamic load balancing model which alters the conventional multiple disk drives model accordingly.  ... 
doi:10.1007/3-540-45492-6_74 fatcat:kjr2zwkymjdrdktssvy6p5osmq

Optimizing Distributed Application Performance Using Dynamic Grid Topology-Aware Load Balancing

Gregory A. Koenig, Laxmikant V. Kale
2007 2007 IEEE International Parallel and Distributed Processing Symposium  
Grid computing offers a model for solving large-scale scientific problems by uniting computational resources owned by multiple organizations to form a single cohesive resource for the duration of individual  ...  regularly communicates with its neighboring processors, represent a significant challenge to deployment on Grids.  ...  For example, by loading multiple modules simultaneously, data may be striped across multiple interconnects.  ... 
doi:10.1109/ipdps.2007.370225 dblp:conf/ipps/KoenigK07 fatcat:7vjfjaorsbblhopgw54yuzq3ry

Dynamic Component Extension: a Strategy for Performance Improvement in Multicomponent Applications

Sundari M. Sivagama, Sathish S. Vadhiyar, Ravi S. Nanjundiah
2009 The international journal of high performance computing applications  
In this work, we propose a software strategy called dynamic component extension for multicomponent applications to improve application performance by minimizing processor idling.  ...  In this application, we dynamically extend the atmosphere component to minimize the idling in other components caused by large periodic temporal load imbalances in the atmosphere component.  ...  Acknowledgments The authors would like to thank the Centre for Development of Advanced Computing (CDAC) for allowing us to experiment on their high performance systems and approving our requests for dedicated  ... 
doi:10.1177/1094342008101364 fatcat:spulqa5kbbevrmlgjk7opoerum

Modelling and Evaluation of Multiprocessor Architecture

Preeti Rajput, Varsha Kumari
2012 International Journal of Computer Applications  
Load balancing involves assigning tasks to each processor proportional to its performance and to minimize communication overhead.  ...  Many load balancing polices achieve high system performance by increasing the utilization of CPU, memory, or a combination of CPU and memory [3] .  ...  It also discusses the components of dynamic load balancing algorithms and various dynamic load balancing algorithms.  ... 
doi:10.5120/8323-1371 fatcat:jlic2gtlefe75mfaub7me7sfqm

Molecular dynamics on distributed-memory MIMD computers with load balancing

Y.-F. Deng, R.A. McCoy, R.B. Marr, R.F. Peierls, O. Yasar
1995 Applied Mathematics Letters  
computers with up to 1024 nodes for 400 million particles and (2) a new method for dynamic load balancing.  ...  We report two aspects of a computational molecular dynamics study of large-scale problems on a distributed-memory MIMD parallel computer: (1) efficiency and scalability results on Intel Paragon parallel  ...  For such systems, a dynamic load balancer is essential. We have developed a parallel MD algorithm with dynamic load balancing for large-scale atomistic simulations on MIMD computers.  ... 
doi:10.1016/0893-9659(95)00027-n fatcat:wamsb4lclzdltldqdqkvmgjofe

Ultra-Fast Processing of Gigapixel Tissue MicroArray Images Using High Performance Computing

Yinhai Wang, David McCleary, Ching-Wei Wang, Paul Kelly, Jackie James, Dean A. Fennell, Peter Hamilton
2010 Analytical Cellular Pathology  
Using an HP high performance cluster and a centralised dynamic load balancing approach, the simultaneous analysis of multiple tissue-cores were established.  ...  throughput analysis platform for TMA biomarker discovery that will significantly enhance the reliability and speed for biomarker research.  ...  time saved using centralised dynamic load balancing over static load balancing Centralised dynamic Static load % of time saved using load balancing (s) balancing (s) centralised dynamic load balancing  ... 
doi:10.1155/2010/918306 fatcat:bxdr2upnabd3ro3tkwkvqob6km

Parallel radiosity: Evaluation of parallel form factor calculations and a static load balancing algorithm [chapter]

Akira Uejima, Katsuhiro Yamazaki
1999 Lecture Notes in Computer Science  
In addition, the load balancing efficiency of our static load balancing algorithm is evaluated.  ...  The load balancing efficiency is 0.93 ~ 0.96.  ...  Gaute Lambertsen for reading the manuscript and making a number of helpful suggestions.  ... 
doi:10.1007/bfb0094921 fatcat:ll7mcfd73rdc7pwfa4yfdjteoq
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