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2011 IEEE/IFIP 41st International Conference on Dependable Systems&Networks
Online detection of multi-component interactions in production systems
Hong Kong, China
June 27-June 30
ISBN: 978-1-4244-9232-9
| ASCII Text | x | ||
| Adam J. Oliner, Alex Aiken, "Online detection of multi-component interactions in production systems," IEEE/IFIP International Conference on Dependable Systems and Networks (DSN 2012), pp. 49-60, 2011 IEEE/IFIP 41st International Conference on Dependable Systems&Networks, 2011. | |||
| BibTex | x | ||
| @article{ 10.1109/DSN.2011.5958206, author = {Adam J. Oliner and Alex Aiken}, title = {Online detection of multi-component interactions in production systems}, journal ={IEEE/IFIP International Conference on Dependable Systems and Networks (DSN 2012)}, volume = {0}, year = {2011}, isbn = {978-1-4244-9232-9}, pages = {49-60}, doi = {http://doi.ieeecomputersociety.org/10.1109/DSN.2011.5958206}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, } | |||
| RefWorks Procite/RefMan/Endnote | x | ||
| TY - CONF JO - IEEE/IFIP International Conference on Dependable Systems and Networks (DSN 2012) TI - Online detection of multi-component interactions in production systems SN - 978-1-4244-9232-9 SP49 EP60 A1 - Adam J. Oliner, A1 - Alex Aiken, PY - 2011 VL - 0 JA - IEEE/IFIP International Conference on Dependable Systems and Networks (DSN 2012) ER - | |||
We present an online, scalable method for inferring the interactions among the components of large production systems. We validate our approach on more than 1.3 billion lines of log files from eight unmodified production systems, showing that our approach efficiently identifies important relationships among components, handles very large systems with many simultaneous signals in real time, and produces information that is useful to system administrators.
Citation:
Adam J. Oliner, Alex Aiken, "Online detection of multi-component interactions in production systems," dsn, pp.49-60, 2011 IEEE/IFIP 41st International Conference on Dependable Systems&Networks, 2011
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