Buffer Management in Cellular IP Network using PSO

Anbar, Mohammad; Vidyarthi, Deo Prakash

doi:10.4018/jmcmc.2009070106

Cited by 6 publications

(2 citation statements)

References 23 publications

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“…Resource reservation is one of the methods proven to be successful in improving QoS. Resource Reservation includes the most important resources in the network, such as bandwidth [1] and buffer [2]. Resource Reservation Protocol (RSVP) is a common protocol for resource reservation [3].…”

Section: Introductionmentioning

confidence: 99%

Comparative study of two CPU router time management algorithms in cellular IP networks

Vidyarthi

Anbar

2010

Int J Network Mgmt

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Providing good quality of service (QoS) in cellular IP networks is an important requirement for performance improvement of the cellular IP network. Resource reservation is one of the methods used in achieving this goal and is proven to be effective. The main resources to be reserved in a cellular IP network are bandwidth, buffer and central processing unit (CPU) cycles. Router CPU cycle is the time taken by the router to process the packet of the flow before forwarding it to the next router (hop). This paper proposes a model for CPU cycle optimization of routers for real-time flows in a cellular IP network. The model applies both genetic algorithm (GA) and particle swarm optimization (PSO) as soft computing tools to optimize the CPU cycles and reduces the flow processing time at each router in the route taken by a flow. Simulation experiments illustrate a comparative study of the model. peer-reviewed conferences. He has contributed chapters in many edited books. He is in the editorial board of two international journals and in the reviewer's panel of many international journals. Also, he has co-authored a book (research monograph) entitled 'Scheduling in Distributed Computing Systems: Design, Analysis and Models' published by Springer, USA released in December,

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Section: Introductionmentioning

confidence: 99%

Comparative study of two CPU router time management algorithms in cellular IP networks

Vidyarthi

Anbar

2010

Int J Network Mgmt

Self Cite

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“…Resource reservation is one of the methods proven to be successful in improving QoS. Resource reservation includes the most important resources in the network such as the bandwidth [1] and buffer [2]. Resource Reservation Protocol (RSVP) is a common protocol for resource reservation [3].…”

Section: Introductionmentioning

confidence: 99%

Router CPU Time Management using Particle Swarm Optimization in Cellular IP Networks

Anbar¹,

Vidyarthi²

2009

IJACT

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Providing QoS is one of the important issues in order to improve the performance of Cellular IP network. Resource reservation is often used in achieving this goal and it is proven to be an effective mechanism so far. Resources of Cellular IP network that can be reserved are bandwidth, buffer and CPU cycles. This paper is proposing a model for router CPU cycle reservation for real-time flows in Cellular IP network. The model applies Particle Swarm Optimization, as a soft computing tool, to reserve the CPU cycles and reduce the flow processing time at each router in the route taken by a flow. Simulation experiments reveal the efficacy of the model.

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A Comparative Study of Evolutionary Algorithms for Maximizing Reliability of a Flow in Cellular IP Network

Anbar

Vidyarthi

Technologies and Protocols for the Future of Internet Design

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The rapid development in technology, witnessed in daily communication, especially in wireless communication, is a good motivation for performance improvement in this field. Cellular IP access network is a suitable environment where a micro mobility of mobile users is implemented and managed. The reliability of Cellular IP network during the communication is an important characteristic measure and must be considered while designing a new model. Evolutionary Algorithms are powerful tools for optimization and problem solving, which require extracting the best solution from a big search space. This chapter explores the reliability issue in Cellular IP of a flow of packets passing through the route from a source to a destination. The main aim of the chapter is to maximize the reliability of the flow passing through a route having number of routers. Two Evolutionary Algorithms (EAs), Genetic Algorithm (GA) and Particle Swarm Optimization (PSO), have been used for this purpose, and a comparative study between the two is performed. Experimental studies of the proposed work have also been performed.

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Buffer Management in Cellular IP Network using PSO

Cited by 6 publications

References 23 publications

Comparative study of two CPU router time management algorithms in cellular IP networks

Comparative study of two CPU router time management algorithms in cellular IP networks

Router CPU Time Management using Particle Swarm Optimization in Cellular IP Networks

A Comparative Study of Evolutionary Algorithms for Maximizing Reliability of a Flow in Cellular IP Network

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