Aurora: a new model and architecture for data stream management

被引:663
作者
Abadi, DJ [1 ]
Carney, D
Cetintemel, U
Cherniack, M
Convey, C
Lee, S
Stonebraker, M
Tatbul, N
Zdonik, S
机构
[1] Brandeis Univ, Dept Comp Sci, Waltham, MA 02254 USA
[2] Brown Univ, Dept Comp Sci, Providence, RI 02912 USA
[3] MIT, Dept EECS, Cambridge, MA 02139 USA
[4] MIT, Comp Sci Lab, Cambridge, MA 02139 USA
关键词
data stream management; continuous queries; database triggers; real-time systems; quality-of-service;
D O I
10.1007/s00778-003-0095-z
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
This paper describes the basic processing model and architecture of Aurora, a new system to manage data streams for monitoring applications. Monitoring applications differ substantially from conventional business data processing. The fact that a software system must process and react to continual inputs from many sources (e.g., sensors) rather than from human operators requires one to rethink the fundamental architecture of a DBMS for this application area. In this paper, we present Aurora, a new DBMS currently under construction at Brandeis University, Brown University, and M.I.T. We first provide an overview of the basic Aurora model and architecture and then describe in detail a stream-oriented set of operators.
引用
收藏
页码:120 / 139
页数:20
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