Grid computing creates the illusion of a simple but large and powerful self-managing virtual comp... more Grid computing creates the illusion of a simple but large and powerful self-managing virtual computer out of a large collection of connected heterogeneous systems sharing various combinations of resources which leads to the problem of load balance. The main goal of load balancing is to provide a distributed, low cost, scheme that balances the load across all the processors. To improve the global throughput of Grid resources, effective and efficient load balancing algorithms are fundamentally important. Focus of this paper is on analyzing Load Balancing requirements in a Grid environment and proposing an algorithm with machine learning concepts to find more efficient algorithm.
Vehicular Ad hoc Network (VANET) is a new communication paradigm that enables the communication b... more Vehicular Ad hoc Network (VANET) is a new communication paradigm that enables the communication between vehicles on the road network which falls in two categories: 1) Vehicle to Vehicle (V2V) and 2) Vehicle to Infrastructure (V2I). Various approaches of data dissemination in vehicular Network are used to inform vehicles about dynamic road traffic condition for achieving safe and efficient transportation
Mobile Ad hoc Networks are in demand in some crucial applications by researchers and industries d... more Mobile Ad hoc Networks are in demand in some crucial applications by researchers and industries due to their open architecture and the mobility feature. Here, nodes dynamically join the network and cooperate with each other for multi-hop communication. Multimedia applications which generally be defined as a combination of data, audio, graphics, video, images and animation, showing real-time, variable bit-rate traffic characteristics place stringent requirements in terms of bandwidth, delay, jitter and packet loss on network. The increasing use of multimedia applications and internet technology by user, provision of Quality of Service (QoS) in Mobile Ad hoc Networks (MANETs) is an area of great interest for the companies to serve them better. Aim of multicasting is to support group-oriented computing, which can reduce communication costs, processing overhead and delivery delay. But characteristic of MANET make multicast routing and QoS provision to gather quite difficult. In this pap...
Vehicular Ad hoc Network (VANET) is a new communication paradigm that enables the communication b... more Vehicular Ad hoc Network (VANET) is a new communication paradigm that enables the communication between vehicles on the road network which falls in two categories: 1) Vehicle to Vehicle (V2V) and 2) Vehicle to Infrastructure (V2I). Various approaches of data dissemination in vehicular Network are used to inform vehicles about dynamic road traffic condition for achieving safe and efficient transportation system. Types of VANET applications and inherent characteristics such as unpredictable node density, fast movement of vehicles, constrained mobility make data dissemination quite challenging and general purpose ad hoc network routing protocols cannot work efficiently with it. In this paper, we propose a routing protocol IAODV (Improved AODV) that ensures giving timely and accurate information to drivers in V2V communication compare to AODV protocols in city scenarios of vehicular ad hoc networks. Proposed IAODV is defined as limited source routing up to two hops with backup route between source node and destination node. The performance of the proposed IAODV protocol is compared with basic AODV protocol in terms of Avg. End-to-End Delay, Packet Loss Ratio, Packet Delivery Ratio and Normalized Routing Load. Simulation results show that IAODV performs better than AODV protocol in given city scenarios of VANETs.
Grid computing creates the illusion of a simple but large and powerful self-managing virtual comp... more Grid computing creates the illusion of a simple but large and powerful self-managing virtual computer out of a large collection of connected heterogeneous systems sharing various combinations of resources which leads to the problem of load balance. The main goal of load balancing is to provide a distributed, low cost, scheme that balances the load across all the processors. To improve the global throughput of Grid resources, effective and efficient load balancing algorithms are fundamentally important. Focus of this paper is on analyzing Load Balancing requirements in a Grid environment and proposing an algorithm with machine learning concepts to find more efficient algorithm.
Vehicular Ad hoc Network (VANET) is a new communication paradigm that enables the communication b... more Vehicular Ad hoc Network (VANET) is a new communication paradigm that enables the communication between vehicles on the road network which falls in two categories: 1) Vehicle to Vehicle (V2V) and 2) Vehicle to Infrastructure (V2I). Various approaches of data dissemination in vehicular Network are used to inform vehicles about dynamic road traffic condition for achieving safe and efficient transportation
Mobile Ad hoc Networks are in demand in some crucial applications by researchers and industries d... more Mobile Ad hoc Networks are in demand in some crucial applications by researchers and industries due to their open architecture and the mobility feature. Here, nodes dynamically join the network and cooperate with each other for multi-hop communication. Multimedia applications which generally be defined as a combination of data, audio, graphics, video, images and animation, showing real-time, variable bit-rate traffic characteristics place stringent requirements in terms of bandwidth, delay, jitter and packet loss on network. The increasing use of multimedia applications and internet technology by user, provision of Quality of Service (QoS) in Mobile Ad hoc Networks (MANETs) is an area of great interest for the companies to serve them better. Aim of multicasting is to support group-oriented computing, which can reduce communication costs, processing overhead and delivery delay. But characteristic of MANET make multicast routing and QoS provision to gather quite difficult. In this pap...
Vehicular Ad hoc Network (VANET) is a new communication paradigm that enables the communication b... more Vehicular Ad hoc Network (VANET) is a new communication paradigm that enables the communication between vehicles on the road network which falls in two categories: 1) Vehicle to Vehicle (V2V) and 2) Vehicle to Infrastructure (V2I). Various approaches of data dissemination in vehicular Network are used to inform vehicles about dynamic road traffic condition for achieving safe and efficient transportation system. Types of VANET applications and inherent characteristics such as unpredictable node density, fast movement of vehicles, constrained mobility make data dissemination quite challenging and general purpose ad hoc network routing protocols cannot work efficiently with it. In this paper, we propose a routing protocol IAODV (Improved AODV) that ensures giving timely and accurate information to drivers in V2V communication compare to AODV protocols in city scenarios of vehicular ad hoc networks. Proposed IAODV is defined as limited source routing up to two hops with backup route between source node and destination node. The performance of the proposed IAODV protocol is compared with basic AODV protocol in terms of Avg. End-to-End Delay, Packet Loss Ratio, Packet Delivery Ratio and Normalized Routing Load. Simulation results show that IAODV performs better than AODV protocol in given city scenarios of VANETs.
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Papers by Dharmendra Sutariya