IQ2S 2011

The Third International Workshop on Information Quality
and Quality of Service for Pervasive Computing

in Conjunction with   IEEE PERCOM 2011
Seattle, USA, March 21, 2011

line decor
line decor
 


Past IQ2Ss:

     IQ2S 2010

     IQ2S 2009
 



Pervasive computing provides an exciting paradigm for supporting anywhere anytime services, and is built on the tremendous advances of a broad spectrum of technologies including wireless communication, wireless and sensor networking, mobile and distributed computing, as well as signal and information processing. Pervasive computing enables computers to interact with the real world in a ubiquitous and natural manner. Quality of service (QoS), related to transmission delay, bandwidth, or packet loss, has been studied in various building blocks in pervasive computing, e.g., different QoS mechanisms are presented for wireless or wired networks; the notion of computational QoS is used for parallel processing. The emerging pervasive computing paradigm, however, is application-driven and mission-critical and the existing QoS notions to do not really match. Quality of Information (QoI) or Information Quality (IQ) of sensor-originated information relates to the fitness of the information for a sensor-enabled application. Harnessing and optimizing QoI of information derived from sensor networks will be key to bringing together information acquisition and processing systems that support the on-demand information needs of a broad spectrum of smart, sensor-enabled applications such as remote real-time habitat monitoring, utility grid monitoring, environmental control, supply-chain management, health care, machinery control, intelligent highways, military intelligence, reconnaissance and surveillance (ISR), border control, and hazardous material monitoring, just to mention a few. A particular promising area of inter-disciplinary research lies in the application and extension of formal database and stream-management concepts to capture and describe the notion of information quality, especially in a pervasive environment characterized by lossy, noisy or time-delayed information sources.

QoI touches every part of the end-to-end flow of sensor-derived information, from the sensors themselves and the observation data they produce to the various fusion layers that process these data and eventually to the applications (and their users) that use them. For example, sensor-generated information is used as the basis for determining context at varying levels of accuracy and fidelity, in a hierarchical fashion, with lower-layer context effectively serving as a virtual sensor stream for higher-layer context determination. The effectiveness of actions taken by the applications using this information serves as the ultimate assessor of the quality and value-add provided by the entire sensor-enabled application. For example, an action may be highly effective achieving all its anticipated goals, partially effective, or entirely ineffective. Complementing “traditional” provisioning of QoS with QoI for pervasive computing is challenging and difficult due to the resource-constrained, dynamic and distributed nature of the system, the weakness under security attacks, and the lack of a design approach that takes into account the different types of resources and their inter-dependencies. Novel mechanisms are required in pervasive computing which should integrate QoI, network QoS, computational QoS and security. Finally, to determine the eventual utility of such QoI and QoS computations, formal mechanisms are needed to define a user’s Quality of Experience (QoE), which will obviously be influence by the application goals and the pervasive environment in which the application is utilized. Such advances require inter-disciplinary activities at the intersection of pervasive computation, human-computer interfaces and user-intent modelling.

The objective of this workshop (which is unique venue in its scope for the pervasive community) is to provide a forum to exchange ideas, present results, share experience, and enhance collaborations among researchers, professionals, and application developers in various aspects of QoI, QoE, QoS in wireless sensor networks for pervasive computing.

 

IMPORTANT DATES

Paper Submission:             November 30, 2010 (Revised and FINAL Deadline)
Acceptance Notification:   January 7, 2011
Camera-Ready Due:          January 28, 2011