Predictive model-based measurement acquisition employing a predictive model operating on a manager system and a managed system

作者: Nikolaus Haus , Joseph L. Hellerstein

DOI:

关键词:

摘要: A method, system and program storage device for measurement acquisition using predictive models which: (a) can improve scalability; (b) accommodate devices that operate in a disconnected mode; (c) enable integration of data from sources with different time granularities. Various features be embodied software an object-oriented implementation is described. Different implementations are described, such as standalone implemented only on manager (for example systems management/load balancing) or managed router management); parallel running both the (agent) financial trading health monitoring). In model implementation, agent constructs conveyed to system. The used parallel, possibly no communication extended time. uses its provide tentative values variables management applications. check accuracy. If found insufficiently accurate, updated transmitted manager. invention allows other protocols concurrently same variables.

参考文章(17)
C. S. Hood, C. Ji, Automated proactive anomaly detection integrated network management. pp. 688- 699 ,(1997) , 10.1007/978-0-387-35180-3_51
John G. Waclawsky, Paul C. Hershey, Raymond F. Daugherty, Intelligent realtime monitoring of data traffic ,(1993)
Bin Qin, Richard Denison Mcdonald, Brighid Anne Thompson, Anita Krista Rass, Comparative performance modeling for distributed object oriented applications ,(1996)
Gary M. Quesenberry, Robert C. Robinson, Chris L. Molloy, Neal A. Haggard, Henry L. Stuck, Performance/capacity management framework over many servers ,(1997)
Jeffrey D. Ullman, Alfred V. Aho, The Theory of Parsing, Translation, and Compiling ,(1972)
Randy G. Kerber, Evangelos Simoudis, Brian K. Livezey, Method for generating predictive models in a computer system ,(1996)