Title :
EPC information services with No-SQL datastore for the Internet of Things
Author :
Tuan Dinh Le ; Seong Hoon Kim ; Minh Hoang Nguyen ; Daeyoung Kim ; Seung Young Shin ; Kyung Eun Lee ; da Rosa Righi, Rodrigo
Author_Institution :
Dept. of Comput. Sci., KAIST, Daejeon, South Korea
Abstract :
With the emergence of the Internet of Things (IoT) vision, RFID technology has attracted more and more interests from many industries. In the EPCglobal standard which standardizes RFID architectural framework and interfaces, the Electronic Product Code Information System (EPCIS) - the repository in the RFID network - plays a pivotal role in storing dynamic and historical RFID trajectory data, well-tailored to supply chain applications. However, in the IoT era, EPCIS should be capable of storing a large amount of realtime and continuous time-series RFID data in a scalable manner. Therefore, in this paper, we analyze the requirements and current design of EPCIS and report current limitations of SQL-based approaches for IoT applications. To cope with these limitations, we explore a NoSQL-based approach for EPCIS in the IoT and propose a column-family-based data model and customization for Cassandra-based EPCIS. Using real-world implementation, we also conduct a performance comparison between MySQL and Cassandra in different deployment scenarios (i.e., physical and virtual machines). As a result, we show the benefits of using Cassandra datastore for EPCIS in the IoT in terms of response time, throughput, and flexibility.
Keywords :
Internet of Things; data models; information systems; product customisation; radiofrequency identification; relational databases; Cassandra-based EPCIS; EPC information services; EPCglobal standard; Internet of Things; IoT; MySQL; No-SQL datastore; RFID architectural framework; RFID network; RFID technology; column-family-based data model; continuous time-series RFID data; electronic product code information system; historical RFID trajectory data; relational databases; supply chain applications; Containers; Data models; Indexes; Radiofrequency identification; Relational databases; Standards; EPCIS; EPCglobal Network; NoSQL; RFID; cloud computing; performance;
Conference_Titel :
RFID (IEEE RFID), 2014 IEEE International Conference on
Conference_Location :
Orlando, FL
DOI :
10.1109/RFID.2014.6810711