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传感器网络数据管理(DMSN)国际研讨会

已有 3566 次阅读 2011-5-8 17:09 |个人分类:物联网工程|系统分类:观点评述| 研讨会, 传感器

         传感器网络已被广泛应用在测控与检测等多种场合,随着“物联网”这个商业标识色彩很浓的术语出现以后,传感器网络及与其相关的物联网集成应用会更加普遍,真正的泛在网时代即将到来。泛在网时代造就了泛在数据时代,数据类型、数据规模、数据载体、数据获取、数据存储、数据查询、数据挖掘等数据管理相关技术与理念也复杂多样,对动态自适应能力要求不断提高。网络节点的资源很有限(存储与处理方面会不断增强,但电力持续供应能力很棘手,现有关电力方面的问题已有一些策略,比如改善通讯协议,减少握手次数等等),数据交互究竟怎么处理好,性能高,各方自由论调。我想数据管理也是制约传感节点的关键因素,数据库系统模型如何建立好,现在也是众说纷纭。国内有的学者已做了相关的探讨,最近也看了几篇相关博士论文,感觉有的还不错,这只是我的判断!但国外现在已有几个不错的传感器数据库系统,而且网上也能找到课题的相关资料与研究人员情况,国内几乎没有,或许有的舍不得拿出来,开源是增强你成果的最好力量
提供两篇相关论文,现在有些问题国内外又有很大进展,做一点参考吧!

Energy Efficient Data Management for Wireless Sensor Networks with Data Sink Failure.pdf

传感器网络及其数据管理的概念、问题与进展.pdf

DMSN 2010

DMSN 2009
DMSN 2008
DMSN 2007
DMSN 2006
DMSN 2005
DMSN 2004
DMSN 2011
8th International Workshop on Data Management for Sensor Networks
To be held in conjunction with VLDB 2011
August 29, 2011, The Westin Hotel, Seattle, WA, USA 
http://www.softnet.tuc.gr/dmsn11/

Topics of interest include but are not limited to:

- database languages for sensor tasking
- distributed sensor data storage and indexing
- data replication and consistency in noisy and lossy sensor networks
- energy-efficient data acquisition and dissemination
- in-network query processing
- networking support for data processing
- model-based sensor data processing
- query optimization and deployment planning in sensor networks
- managing loss, noise, and ambiguity in sensor data streams and sensor databases
- integration of live and stored sensor data
- challenges and techniques for new types of sensor data: e.g., RFID, images and videos, data from scientific and medical instruments
- integration of sensor data of different modalities and from different sources
- personal, ubiquitous applications of sensor-based infrastructures
- techniques for secure sensor data collection and processing
- privacy protection techniques for sensor data
- collecting and publishing of large sensor data sets
- data stream management
- complex event detection and processing
- systems issues as they relate to the main topics of the workshop
- social and people-centric sensor networks using smartphones
- adhoc and mobile sensor networks
- experiences with real-world large-scale sensor applications
- semantic sensor web



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