Incentive minimization using energy and buffer efficient routing protocol over Blockchain enabled DTN

IF 3.3 4区 计算机科学 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS
Nabanita Das, Souvik Basu, Sipra Das Bit
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Abstract

Delay tolerant networks (DTNs) are a kind of sporadically connected mobile networks in which the network is intermittent, and end-to-end path is hard to establish. However, as devices in DTNs may often have limited energy and buffer, the network performance will be inevitably affected, especially in our application domain, i.e. the post-disaster scenario. Thus, to start with, we present an appropriate energy and buffer efficient routing protocol (EBRout) for efficient message transmission over a smartphone based DTN. Due to limited battery and storage capacity in mobile devices, a major problem in DTNs is to convince forwarder nodes to participate in forwarding messages. Thus, for improving cooperation among the nodes, an incentivizing scheme is proposed which works in two steps. As the first step, we propose an optimization model to find the minimum incentive. Next, we propose a blockchain-based incentive allocation model that uses Ethereum platform built on top of a DTN-Blockchain integrated environment. The use of blockchain helps to create an immutable and globally accessible record for incentive allocation. The performance of the entire scheme is estimated through extensive simulation in ONE simulator, Python PuLP and Ethereum platform. Performance analyses indicate that the average incentive paid using our proposed optimization model is much lower than the average incentive paid without using the optimization model. Also, the results substantiate the efficiency of the proposed scheme over the competing schemes, in terms of delivery ratio, energy and message overhead without negotiating the blockchain performance in terms of processing time and gas consumption.

Abstract Image

在支持区块链的 DTN 上使用能源和缓冲区效率高的路由协议,最大限度减少奖励
容错网络(DTN)是一种零星连接的移动网络,网络时断时续,端到端路径难以建立。然而,由于 DTN 中的设备通常能量和缓冲都有限,网络性能将不可避免地受到影响,尤其是在我们的应用领域,即灾后场景中。因此,我们首先提出了一种适当的能量和缓冲区高效路由协议(EBRout),用于在基于智能手机的 DTN 上高效传输信息。由于移动设备的电池和存储容量有限,DTN 的一个主要问题是如何说服转发节点参与信息转发。因此,为了提高节点间的合作,我们提出了一种分两步进行的激励方案。第一步,我们提出了一个优化模型来寻找最小激励。接下来,我们提出了一种基于区块链的激励分配模型,该模型使用建立在 DTN 区块链集成环境之上的以太坊平台。区块链的使用有助于为激励分配创建不可变且全球可访问的记录。通过在 ONE 模拟器、Python PuLP 和以太坊平台上进行大量模拟,对整个方案的性能进行了估算。性能分析表明,使用我们提出的优化模型所支付的平均奖励远低于不使用优化模型所支付的平均奖励。此外,结果还证明,在不影响区块链在处理时间和气体消耗方面的性能的情况下,拟议方案在交付率、能源和信息开销方面的效率优于其他竞争方案。
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来源期刊
Peer-To-Peer Networking and Applications
Peer-To-Peer Networking and Applications COMPUTER SCIENCE, INFORMATION SYSTEMS-TELECOMMUNICATIONS
CiteScore
8.00
自引率
7.10%
发文量
145
审稿时长
12 months
期刊介绍: The aim of the Peer-to-Peer Networking and Applications journal is to disseminate state-of-the-art research and development results in this rapidly growing research area, to facilitate the deployment of P2P networking and applications, and to bring together the academic and industry communities, with the goal of fostering interaction to promote further research interests and activities, thus enabling new P2P applications and services. The journal not only addresses research topics related to networking and communications theory, but also considers the standardization, economic, and engineering aspects of P2P technologies, and their impacts on software engineering, computer engineering, networked communication, and security. The journal serves as a forum for tackling the technical problems arising from both file sharing and media streaming applications. It also includes state-of-the-art technologies in the P2P security domain. Peer-to-Peer Networking and Applications publishes regular papers, tutorials and review papers, case studies, and correspondence from the research, development, and standardization communities. Papers addressing system, application, and service issues are encouraged.
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