TY  - GEN
A1  - Brand, Thomas
A1  - Giese, Holger Burkhard
T1  - Towards Generic Adaptive Monitoring
T2  - 2018 IEEE 12th International Conference on Self-Adaptive and Self-Organizing Systems (SASO)
N2  - Monitoring is a key prerequisite for self-adaptive software and many other forms of operating software. Monitoring relevant lower level phenomena like the occurrences of exceptions and diagnosis data requires to carefully examine which detailed information is really necessary and feasible to monitor. Adaptive monitoring permits observing a greater variety of details with less overhead, if most of the time the MAPE-K loop can operate using only a small subset of all those details. However, engineering such an adaptive monitoring is a major engineering effort on its own that further complicates the development of self-adaptive software. The proposed approach overcomes the outlined problems by providing generic adaptive monitoring via runtime models. It reduces the effort to introduce and apply adaptive monitoring by avoiding additional development effort for controlling the monitoring adaptation. Although the generic approach is independent from the monitoring purpose, it still allows for substantial savings regarding the monitoring resource consumption as demonstrated by an example.
Y1  - 2019
UR  - https://publishup.uni-potsdam.de/frontdoor/index/index/docId/54082
SN  - 978-1-5386-5172-8
SN  - 1949-3673
SP  - 156
EP  - 161
PB  - IEEE
CY  - New York
ER  -