N.K. Gupta and R.E. Seviora. An expert system approach to real time system debugging. In Proceedings of the IEEE Computer Society Conference on AI Applications, pages 336--343, Denver, CO, December 5-7 1984. Home/Search Document Not in Database Summary Related Articles Check |
This paper is cited in the following contexts:
Detecting Imperfect Patterns in Event Streams Using Local Search - Howe (1996) (1 citation) (Correct)
....variables as the basis for inferring causality. However, for some applications, the available data are categorical observations over time (e.g. event streams or execution traces of programs) for example, patterns in execution traces form the basis of several methods of debugging software (e.g. [1, 4]) These applications are less amenable to solution by methods based on correlation and co variance. An alternative approach, called Dependency Detection, searches the event streams for often recurring sequences [6] The set of recurring sequences (called dependencies) indicates events that ....
N.K. Gupta and R.E. Seviora. An expert system approach to real time system debugging. In Proceedings of the IEEE Computer Society Conference on AI Applications, pages 336--343, Denver, CO, December 5-7 1984.
Understanding Planner Behavior - Howe, Cohen (1995) (8 citations) (Correct)
....developed a language for describing salient abstractions of a system s behavior; a module monitors the system s behavior and extracts event traces based on the desired abstractions. Gupta describes a knowledge based system for selectively collecting and analyzing traces of interprocess messages [9]. In both of these systems, a human programmer must examine the resulting traces and localized failures to determine why the software failed and to debug it. As in our statistical approach, a technique for hardware fault diagnosis, called correspondence analysis, classifies failure modes into ....
N.K. Gupta and R.E. Seviora. An expert system approach to real time system debugging. In Proceedings of the IEEE Computer Society Conference on AI Applications, pages 336-- 343, Denver, CO, December 5-7 1984.
System Performance Advisor: An Expert System For Unix System.. - Hoogenboom (1992) (1 citation) (Correct)
....of the network. Similar to the expert systems described by Davis and Genesereth, Zinky suggests a model based approach to diagnosis. As Zinky notes, one of the challenges in analyzing real time network operations is the amount of data and the speed at which it accumulates. Gupta and Seviora [25] describe an expert system to automate the examination of message traces. Their system identifies illegal message sequences and tries to localize the cause of the illegal messages. TRW Corporation is involved in a United States Department of Defense research project to develop a network management ....
....size of the message file. ffl Look for patterns in the messages. This approach is frequently taken in communications systems or message passing systems where message traces are voluminous. An expert system examining the messages can detect patterns that can indicate communications software errors [25] or bottlenecks [63] in a network. In the UNIX environment, the message logs are not that detailed or voluminous. However, simple patterns can still be detected. For example, 106 whenever the file system on which the accounting subsystem operates becomes full, accounting is suspended and a ....
Gupta, N. K., and Seviora, R. E. An expert system approach to real time system debugging. In Proceedings of the First Conference on Artificial Intelligence Applications (1984), The IEEE Computer Society, The IEEE Computer Society Press, pp. 336--343. 128
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