TY - GEN
T1 - Efficient storage scheme and query processing for supply chain management using RFID
AU - Lee, Chun Hee
AU - Chung, Chin Wan
PY - 2008
Y1 - 2008
N2 - As the size of an RFID tag becomes smaller and the price of the tag gets lower, RFID technology has been applied to a wide range of areas. Recently, RFID has been adopted in the business area such as supply chain management. Since companies can get movement information for products easily using the RFID technology, it is expected to revolutionize supply chain management. However, the amount of RFID data in supply chain management is huge. Therefore, it requires much time to extract valuable information from RFID data for supply chain management. In this paper, we define query templates for tracking queries and path oriented queries to analyze the supply' chain. We then propose an effective path encoding scheme to encode the flow information for products. To retrieve the time information for products efficiently, we utilize a numbering scheme used in the XML area. Based on the path encoding scheme and the numbering scheme, we devise a storage scheme to process tracking queries and path oriented queries efficiently. Finally, we propose a method which translates the queries to SQL queries. Experimental results show that our approach can process the queries efficiently. On the average, our approach is about 680 times better than a recent technique in terms of query performance.
AB - As the size of an RFID tag becomes smaller and the price of the tag gets lower, RFID technology has been applied to a wide range of areas. Recently, RFID has been adopted in the business area such as supply chain management. Since companies can get movement information for products easily using the RFID technology, it is expected to revolutionize supply chain management. However, the amount of RFID data in supply chain management is huge. Therefore, it requires much time to extract valuable information from RFID data for supply chain management. In this paper, we define query templates for tracking queries and path oriented queries to analyze the supply' chain. We then propose an effective path encoding scheme to encode the flow information for products. To retrieve the time information for products efficiently, we utilize a numbering scheme used in the XML area. Based on the path encoding scheme and the numbering scheme, we devise a storage scheme to process tracking queries and path oriented queries efficiently. Finally, we propose a method which translates the queries to SQL queries. Experimental results show that our approach can process the queries efficiently. On the average, our approach is about 680 times better than a recent technique in terms of query performance.
KW - Path encoding scheme
KW - Prime number
KW - Region numbering scheme
KW - RFID
KW - Supply chain management
UR - http://www.scopus.com/inward/record.url?scp=57149131540&partnerID=8YFLogxK
U2 - 10.1145/1376616.1376648
DO - 10.1145/1376616.1376648
M3 - Conference contribution
AN - SCOPUS:57149131540
SN - 9781605581026
T3 - Proceedings of the ACM SIGMOD International Conference on Management of Data
SP - 291
EP - 302
BT - SIGMOD 2008
T2 - 2008 ACM SIGMOD International Conference on Management of Data 2008, SIGMOD'08
Y2 - 9 June 2008 through 12 June 2008
ER -