Performance Comparison of Randomized Gossip, Broadcast Gossip and Collection Tree Protocol for Distributed Averaging in Wireless Sensor Networks

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ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (88 download)

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Book Synopsis Performance Comparison of Randomized Gossip, Broadcast Gossip and Collection Tree Protocol for Distributed Averaging in Wireless Sensor Networks by : Jun Ye Yu

Download or read book Performance Comparison of Randomized Gossip, Broadcast Gossip and Collection Tree Protocol for Distributed Averaging in Wireless Sensor Networks written by Jun Ye Yu and published by . This book was released on 2014 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: "Wireless sensor networks consisting of low cost and battery-powered sensors are used for a multitude of applications from environmental monitoring to target tracking. The large number of sensors deployed in often inaccessible or hostile environments generates the need for fault-tolerant, asynchronous distributed systems and protocols. The problem of distributed averaging, in which nodes communicate with only their neighbors to calculate the network-wide average of their data value, is a basic building block for many more complex applications such as distributed optimization and compression. Gossip algorithms and tree-based aggregation are two popular paradigms for solving distributed averaging. In this thesis, we present and compare the performance of three algorithms: broadcast gossip, randomized gossip and the collection tree protocol. We first present algorithm implementations that address several issues in current literature such as lack of self-termination. This makes our implementations more suitable for practical deployment. We then optimize individual parameter values and investigate the performance of the three algorithms in terms of efficiency (communication overhead, latency and energy consumption) and accuracy (error and standard deviation) in wireless networks modeled as random geometric graphs. We show through simulations that increasing network size degrades the performance of all three algorithms and that uni-directional links degrade the performance of randomized gossip and the collection tree protocol, but they have a limited impact on broadcast gossip. We also compare the three algorithms side by side and show that broadcast gossip has the highest efficiency, but lowest accuracy. Finally, we show through simulations the impact of value initializations and node transmission power." --

Comparison of Collection Tree Protocols with Gossip Algorithms for Data Aggregation in Wireless Sensor Networks

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ISBN 13 : 9780494839621
Total Pages : pages
Book Rating : 4.8/5 (396 download)

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Book Synopsis Comparison of Collection Tree Protocols with Gossip Algorithms for Data Aggregation in Wireless Sensor Networks by : Bassel Zuhair Hakoura

Download or read book Comparison of Collection Tree Protocols with Gossip Algorithms for Data Aggregation in Wireless Sensor Networks written by Bassel Zuhair Hakoura and published by . This book was released on 2013 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Gossip Algorithms

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Publisher : Now Publishers Inc
ISBN 13 : 1601982364
Total Pages : 140 pages
Book Rating : 4.6/5 (19 download)

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Book Synopsis Gossip Algorithms by : Devavrat Shah

Download or read book Gossip Algorithms written by Devavrat Shah and published by Now Publishers Inc. This book was released on 2009 with total page 140 pages. Available in PDF, EPUB and Kindle. Book excerpt: A systematic survey of many of these recent results on Gossip network algorithms.

Distributed Gossip-MAC protocol for sensor networks

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Publisher : Pieter Anemaet
ISBN 13 :
Total Pages : 56 pages
Book Rating : 4./5 ( download)

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Book Synopsis Distributed Gossip-MAC protocol for sensor networks by :

Download or read book Distributed Gossip-MAC protocol for sensor networks written by and published by Pieter Anemaet. This book was released on with total page 56 pages. Available in PDF, EPUB and Kindle. Book excerpt:

A Study of Gossip Algorithms for Internet-scale Cardinality Estimation of Distributed XML Data

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Publisher :
ISBN 13 :
Total Pages : 81 pages
Book Rating : 4.:/5 (815 download)

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Book Synopsis A Study of Gossip Algorithms for Internet-scale Cardinality Estimation of Distributed XML Data by : Vasil Georgiev Slavov

Download or read book A Study of Gossip Algorithms for Internet-scale Cardinality Estimation of Distributed XML Data written by Vasil Georgiev Slavov and published by . This book was released on 2012 with total page 81 pages. Available in PDF, EPUB and Kindle. Book excerpt: After more than a decade of active research and development, the peer-to-peer (P2P) computing model continues to be successful. We have witnessed the deployment of commercial P2P applications in large, Internet-scale environments. With the rise and growth of P2P, indexing and querying data stored in large-scale sharing systems has become increasingly di cult. Computing statistics over data stored in Internet-scale P2P systems is an important component of query optimization. Decentralized gossip-based protocols are very popular in networking, and in particular, in sensor networks. The simplicity and scalability of gossip protocols render them perfect for quickly computing accurate estimates of aggregates (sums, averages, etc.) in Internet-scale systems where node and link failures are the norm. In this thesis, we present the problem of cardinality estimation of XPath queries over XML data stored in a distributed, Internet-scale environment. We focus our work on three objectives: implementing gossip in an Internet-scale environment, conducting a comprehensive performance evaluation in a wide-area network, and analyzing the experimental results. We implement two gossip-based algorithms (VanillaXGossip and XGossip) which, given an XPath query, estimate the number of XML documents in the network that contain a match for the query. XGossip employs a new, divide-and-conquer strategy for load-balancing and reducing the bandwidth consumption. We conduct a comprehensive performance evaluation of both gossip algorithms on Amazon Elastic Compute Cloud (Amazon EC2) web service using a heterogeneous collection of XML documents. The goal of the performance evaluation is to nd if the results we obtain are consistent with the theoretical analysis of VanillaXGossip and XGossip.

On the Correctness of Gossip-Based Membership Protocols

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Publisher :
ISBN 13 : 9783836455336
Total Pages : 116 pages
Book Rating : 4.4/5 (553 download)

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Book Synopsis On the Correctness of Gossip-Based Membership Protocols by : André Allavena

Download or read book On the Correctness of Gossip-Based Membership Protocols written by André Allavena and published by . This book was released on 2008 with total page 116 pages. Available in PDF, EPUB and Kindle. Book excerpt: The importance of scalability and fault-tolerance in modern distributed systems has led to considerable research in multi-cast gossip protocols. In a gossip protocol, each node forwards messages to a small set of "gossip partners" chosen at random from the entire group membership; traditional strong reliability guarantees are traded for probabilistic guaranties, potentially yielding greater scalability and fault tolerance. Nodes only stores a small random subset of the membership as maintaining complete membership views at each node is expensive. These protocols are subtle, and while they have been the subject of much simulation and analysis, formal proofs of key properties - in particular the probability of network partitioning - have remained elusive. In this thesis we give a new scalable gossip-based algorithm for local view maintenance, with a lower bound on the expected partition time. We develop probabilistic bounds on the in-degree (hence the load) of individual nodes, argue that the undirected connectivity graph is an expander and that protocols lacking our reinforcement component eventually converge to star-like networks. Heavy churn and view randomness are also addressed.

ACM MSWiM 2006

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ISBN 13 :
Total Pages : 412 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis ACM MSWiM 2006 by : Carla-Fabiani Chiasserini

Download or read book ACM MSWiM 2006 written by Carla-Fabiani Chiasserini and published by . This book was released on 2006 with total page 412 pages. Available in PDF, EPUB and Kindle. Book excerpt:

A Theoretical Framework for Analysis of Communication Pathways

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ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (13 download)

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Book Synopsis A Theoretical Framework for Analysis of Communication Pathways by : Mohammad Nikou Sefat

Download or read book A Theoretical Framework for Analysis of Communication Pathways written by Mohammad Nikou Sefat and published by . This book was released on 2014 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Wireless Sensor Networks

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Publisher : John Wiley & Sons
ISBN 13 : 0470443510
Total Pages : 521 pages
Book Rating : 4.4/5 (74 download)

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Book Synopsis Wireless Sensor Networks by : Jun Zheng

Download or read book Wireless Sensor Networks written by Jun Zheng and published by John Wiley & Sons. This book was released on 2009-10-27 with total page 521 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn the fundamental concepts, major challenges, and effective solutions in wireless sensor networking This book provides a comprehensive and systematic introduction to the fundamental concepts, major challenges, and effective solutions in wireless sensor networking (WSN). Distinguished from other books, it focuses on the networking aspects of WSNs and covers the most important networking issues, including network architecture design, medium access control, routing and data dissemination, node clustering, node localization, query processing, data aggregation, transport and quality of service, time synchronization, network security, and sensor network standards. With contributions from internationally renowned researchers, Wireless Sensor Networks expertly strikes a balance between fundamental concepts and state-of-the-art technologies, providing readers with unprecedented insights into WSNs from a networking perspective. It is essential reading for a broad audience, including academic researchers, research engineers, and practitioners in industry. It is also suitable as a textbook or supplementary reading for electrical engineering, computer engineering, and computer science courses at the graduate level.

Wireless Sensor Networks

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Publisher : CRC Press
ISBN 13 : 1439882665
Total Pages : 531 pages
Book Rating : 4.4/5 (398 download)

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Book Synopsis Wireless Sensor Networks by : Fei Hu

Download or read book Wireless Sensor Networks written by Fei Hu and published by CRC Press. This book was released on 2010-05-06 with total page 531 pages. Available in PDF, EPUB and Kindle. Book excerpt: Written by award-winning engineers whose research has been sponsored by the U.S. National Science Foundation (NSF), IBM, and Cisco's University Research Program, Wireless Sensor Networks: Principles and Practice addresses everything product developers and technicians need to know to navigate the field. It provides an all-inclusive examina

Lectures on Network Systems

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Publisher : Createspace Independent Publishing Platform
ISBN 13 : 9781986425643
Total Pages : 300 pages
Book Rating : 4.4/5 (256 download)

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Book Synopsis Lectures on Network Systems by : Francesco Bullo

Download or read book Lectures on Network Systems written by Francesco Bullo and published by Createspace Independent Publishing Platform. This book was released on 2018-03-10 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt: These lecture notes provide a mathematical introduction to multi-agent dynamical systems, including their analysis via algebraic graph theory and their application to engineering design problems. The focus is on fundamental dynamical phenomena over interconnected network systems, including consensus and disagreement in averaging systems, stable equilibria in compartmental flow networks, and synchronization in coupled oscillators and networked control systems. The theoretical results are complemented by numerous examples arising from the analysis of physical and natural systems and from the design of network estimation, control, and optimization systems.

Computer Networks

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Publisher : Springer
ISBN 13 : 3319924591
Total Pages : 458 pages
Book Rating : 4.3/5 (199 download)

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Book Synopsis Computer Networks by : Piotr Gaj

Download or read book Computer Networks written by Piotr Gaj and published by Springer. This book was released on 2018-06-05 with total page 458 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed proceedings of the 25th International Conference on Computer Networks, CN 2018, held in Gliwice, Poland, in June 2018. The 34 full papers presented were carefully reviewed and selected from 86 submissions. They are organized in topical sections on computer networks; teleinformatics and telecommunications; queueing theory; cybersecurity and quality service.

Wireless Sensor Networks

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Publisher : John Wiley & Sons
ISBN 13 : 9780470061817
Total Pages : 416 pages
Book Rating : 4.0/5 (618 download)

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Book Synopsis Wireless Sensor Networks by : Ananthram Swami

Download or read book Wireless Sensor Networks written by Ananthram Swami and published by John Wiley & Sons. This book was released on 2007-10-24 with total page 416 pages. Available in PDF, EPUB and Kindle. Book excerpt: A wireless sensor network (WSN) uses a number of autonomous devices to cooperatively monitor physical or environmental conditions via a wireless network. Since its military beginnings as a means of battlefield surveillance, practical use of this technology has extended to a range of civilian applications including environmental monitoring, natural disaster prediction and relief, health monitoring and fire detection. Technological advancements, coupled with lowering costs, suggest that wireless sensor networks will have a significant impact on 21st century life. The design of wireless sensor networks requires consideration for several disciplines such as distributed signal processing, communications and cross-layer design. Wireless Sensor Networks: Signal Processing and Communications focuses on the theoretical aspects of wireless sensor networks and offers readers signal processing and communication perspectives on the design of large-scale networks. It explains state-of-the-art design theories and techniques to readers and places emphasis on the fundamental properties of large-scale sensor networks. Wireless Sensor Networks: Signal Processing and Communications : Approaches WSNs from a new angle – distributed signal processing, communication algorithms and novel cross-layer design paradigms. Applies ideas and illustrations from classical theory to an emerging field of WSN applications. Presents important analytical tools for use in the design of application-specific WSNs. Wireless Sensor Networks will be of use to signal processing and communications researchers and practitioners in applying classical theory to network design. It identifies research directions for senior undergraduate and graduate students and offers a rich bibliography for further reading and investigation.

Parallel and Distributed Computation: Numerical Methods

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Publisher : Athena Scientific
ISBN 13 : 1886529159
Total Pages : 832 pages
Book Rating : 4.8/5 (865 download)

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Book Synopsis Parallel and Distributed Computation: Numerical Methods by : Dimitri Bertsekas

Download or read book Parallel and Distributed Computation: Numerical Methods written by Dimitri Bertsekas and published by Athena Scientific. This book was released on 2015-03-01 with total page 832 pages. Available in PDF, EPUB and Kindle. Book excerpt: This highly acclaimed work, first published by Prentice Hall in 1989, is a comprehensive and theoretically sound treatment of parallel and distributed numerical methods. It focuses on algorithms that are naturally suited for massive parallelization, and it explores the fundamental convergence, rate of convergence, communication, and synchronization issues associated with such algorithms. This is an extensive book, which aside from its focus on parallel and distributed algorithms, contains a wealth of material on a broad variety of computation and optimization topics. It is an excellent supplement to several of our other books, including Convex Optimization Algorithms (Athena Scientific, 2015), Nonlinear Programming (Athena Scientific, 1999), Dynamic Programming and Optimal Control (Athena Scientific, 2012), Neuro-Dynamic Programming (Athena Scientific, 1996), and Network Optimization (Athena Scientific, 1998). The on-line edition of the book contains a 95-page solutions manual.

Security, Privacy and Reliability in Computer Communications and Networks

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Publisher : River Publishers
ISBN 13 : 8793379897
Total Pages : 446 pages
Book Rating : 4.7/5 (933 download)

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Book Synopsis Security, Privacy and Reliability in Computer Communications and Networks by : Kewei Sha

Download or read book Security, Privacy and Reliability in Computer Communications and Networks written by Kewei Sha and published by River Publishers. This book was released on 2016-11-30 with total page 446 pages. Available in PDF, EPUB and Kindle. Book excerpt: Future communication networks aim to build an intelligent and efficient living environment by connecting a variety of heterogeneous networks to fulfill complicated tasks. These communication networks bring significant challenges in building secure and reliable communication networks to address the numerous threat and privacy concerns. New research technologies are essential to preserve privacy, prevent attacks, and achieve the requisite reliability. Security, Privacy and Reliability in Computer Communications and Networks studies and presents recent advances reflecting the state-of-the-art research achievements in novel cryptographic algorithm design, intrusion detection, privacy preserving techniques and reliable routing protocols. Technical topics discussed in the book include: Vulnerabilities and Intrusion DetectionCryptographic Algorithms and EvaluationPrivacy Reliable Routing Protocols This book is ideal for personnel in computer communication and networking industries as well as academic staff and collegial, master, Ph.D. students in computer science, computer engineering, cyber security, information insurance and telecommunication systems.

Managing and Mining Sensor Data

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Publisher : Springer Science & Business Media
ISBN 13 : 1461463092
Total Pages : 547 pages
Book Rating : 4.4/5 (614 download)

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Book Synopsis Managing and Mining Sensor Data by : Charu C. Aggarwal

Download or read book Managing and Mining Sensor Data written by Charu C. Aggarwal and published by Springer Science & Business Media. This book was released on 2013-01-15 with total page 547 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advances in hardware technology have lead to an ability to collect data with the use of a variety of sensor technologies. In particular sensor notes have become cheaper and more efficient, and have even been integrated into day-to-day devices of use, such as mobile phones. This has lead to a much larger scale of applicability and mining of sensor data sets. The human-centric aspect of sensor data has created tremendous opportunities in integrating social aspects of sensor data collection into the mining process. Managing and Mining Sensor Data is a contributed volume by prominent leaders in this field, targeting advanced-level students in computer science as a secondary text book or reference. Practitioners and researchers working in this field will also find this book useful.

Industrial Sensors and Controls in Communication Networks

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Publisher : Springer
ISBN 13 : 3030049272
Total Pages : 291 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Industrial Sensors and Controls in Communication Networks by : Dong-Seong Kim

Download or read book Industrial Sensors and Controls in Communication Networks written by Dong-Seong Kim and published by Springer. This book was released on 2018-12-11 with total page 291 pages. Available in PDF, EPUB and Kindle. Book excerpt: This informative text/reference presents a detailed review of the state of the art in industrial sensor and control networks. The book examines a broad range of applications, along with their design objectives and technical challenges. The coverage includes fieldbus technologies, wireless communication technologies, network architectures, and resource management and optimization for industrial networks. Discussions are also provided on industrial communication standards for both wired and wireless technologies, as well as for the Industrial Internet of Things (IIoT). Topics and features: describes the FlexRay, CAN, and Modbus fieldbus protocols for industrial control networks, as well as the MIL-STD-1553 standard; proposes a dual fieldbus approach, incorporating both CAN and ModBus fieldbus technologies, for a ship engine distributed control system; reviews a range of industrial wireless sensor network (IWSN) applications, from environmental sensing and condition monitoring, to process automation; examines the wireless networking performance, design requirements, and technical limitations of IWSN applications; presents a survey of IWSN commercial solutions and service providers, and summarizes the emerging trends in this area; discusses the latest technologies and open challenges in realizing the vision of the IIoT, highlighting various applications of the IIoT in industrial domains; introduces a logistics paradigm for adopting IIoT technology on the Physical Internet. This unique work will be of great value to all researchers involved in industrial sensor and control networks, wireless networking, and the Internet of Things.