Design and Implementation of a Peer-to-Peer Data Quality Broker

نویسندگان

  • Diego Milano
  • Monica Scannapieco
  • Tiziana Catarci
چکیده

Data quality is becoming an increasingly important issue in environments characterized by extensive data replication. Among such environments, this paper focuses on Cooperative Information Systems (CISs), for which it is very important to declare and access quality of data. Indeed, a system in the CIS will not easily exchange data with another system without a knowledge on its quality, and cooperation becomes di cult without data exchanges. Also, when poor quality data are exchanged, there is a progressive deterioration of the quality of data stored in the whole CIS. In this paper, we describe the detailed design and implementation of a peer-to-peer service for exchanging and improving data quality in CISs. Such a service allows to access data and related quality distributed in the CIS and improves quality of data by comparing di erent copies of the same data. Some experiments on real data will show the e ectiveness of the service and the performance behavior.

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تاریخ انتشار 2004