Hdconfigor: Automatically Tuning High Dimensional Configuration Parameters for Log Search Engines

Search engines are nowadays widely applied to store and analyze logs generated by large-scale distributed systems. To adapt to various workload scenarios, log search engines such as Elasticsearch usually expose a large number of performance-related configuration parameters. As manual configuring is...

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Veröffentlicht in:	IEEE access Jg. 8; S. 80638 - 80653
Hauptverfasser:	Dou, Hui, Chen, Pengfei, Zheng, Zibin
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Piscataway IEEE 2020 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:	Algorithms Bayes methods Bayesian analysis Bayesian optimization black-box optimization Clustering algorithms Compilers Computer networks Configuration management configuration parameter tuning Embedding Kernel Log search engine Optimization Optimization algorithms Parameters Predictive models random embedding Search engines Simulated annealing Tuning Workload Workloads
ISSN:	2169-3536, 2169-3536
Online-Zugang:	Volltext
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