Hovering Data Clouds:: A decentralized and self-organizing information system

被引:0
|
作者
Wegener, Axel [1 ]
Schiller, Elad M.
Hellbrueck, Horst
Fekete, Sandor P.
Fischer, Stefan
机构
[1] Med Univ Lubeck, Inst Telemat, D-23538 Lubeck, Germany
[2] Tech Univ Braunschweig, Inst Math Optimierung, D-3300 Braunschweig, Germany
来源
关键词
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
With ever-increasing numbers of cars, traffic congestion on the roads is a very serious economic and environmental problem for our modern society. Existing technologies for traffic monitoring and management require stationary infrastructure. These approaches lack flexibility with respect to system deployment and unpredictable events (e.g., accidents). Moreover, the delivery of traffic reports from radio stations is imprecise and often outdated. In the project AutoNomos we aim at developing a decentralized system for traffic monitoring and managing, based on vehicular ad-hoc networks (VANETs). Our objective is to design a system for traffic forecasting that can deliver faster and more appropriate reactions to unpredictable events. In our design, cars collect traffic information, extract the relevant data, and generate traffic reports. A key concept are so-called Hovering Data Clouds (HDCs), which are based on, the insight that many crucial structures in traffic (e.g., traffic jams) lead an existence that is independent of the individual cars they are composed of. The result is an elegant, robust and self-organizing distributed information system. In this paper we demonstrate first experimental results.
引用
收藏
页码:243 / 247
页数:5
相关论文
共 50 条
  • [1] A decentralized recommendation system based on self-organizing partnerships
    Ruffo, Giancarlo
    Schifanella, Rossano
    Ghiringhello, Enrico
    NETWORKING 2006: NETWORKING TECHNOLOGIES, SERVICES, AND PROTOCOLS; PERFORMANCE OF COMPUTER AND COMMUNICATION NETWORKS; MOBILE AND WIRELESS COMMUNICATIONS SYSTEMS, 2006, 3976 : 618 - 629
  • [2] SOTIS - A self-organizing traffic information system
    Wischhof, L
    Ebner, A
    Rohling, H
    Lott, M
    Halfmann, R
    57TH IEEE VEHICULAR TECHNOLOGY CONFERENCE, VTC 2003-SPRING, VOLS 1-4, PROCEEDINGS, 2003, : 2442 - 2446
  • [3] MODEL OF A SELF-ORGANIZING DATA MANAGEMENT SYSTEM
    DEARNLEY, P
    COMPUTER JOURNAL, 1974, 17 (01): : 13 - 16
  • [4] A Self-Organizing System for Automatic Information Classification and Retrieval
    Greene, Marjorie
    2014 IEEE CONFERENCE ON NORBERT WIENER IN THE 21ST CENTURY (21CW), 2014,
  • [5] Self-organizing Information Retrieval System on the Web: SirWeb
    Niki, K
    PROGRESS IN CONNECTIONIST-BASED INFORMATION SYSTEMS, VOLS 1 AND 2, 1998, : 881 - 884
  • [6] A CPLD design of a self-organizing system for data clustering
    Ohkubo, J
    Miyanaga, Y
    Tochinai, K
    ISCAS '98 - PROCEEDINGS OF THE 1998 INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS, VOLS 1-6, 1998, : A441 - A444
  • [7] Self-organizing by information maximization: Realizing self-organizing maps by information-theoretic competitive learning
    Kamimura, Ryotaro
    NEURAL INFORMATION PROCESSING, PT 1, PROCEEDINGS, 2006, 4232 : 925 - 934
  • [8] Self-organizing data structures
    Albers, S
    Westbrook, J
    ONLINE ALGORITHMS: THE STATE OF THE ART, 1998, 1442 : 13 - 51
  • [9] Grid Appliance - On the Design of Self-Organizing, Decentralized Grids
    Wolinsky, David Isaac
    Prakash, Arjun
    Figueiredo, Renato
    2010 IEEE GLOBECOM WORKSHOPS, 2010, : 563 - 567
  • [10] Middleware for Constructing Decentralized Control in Self-Organizing Systems
    Preisler, Thomas
    Dethlefs, Tim
    Renz, Wolfgang
    2015 IEEE INTERNATIONAL CONFERENCE ON AUTONOMIC COMPUTING, 2015, : 325 - 330