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ZENODO
Dataset . 2026
License: CC BY
Data sources: ZENODO
ZENODO
Dataset . 2026
License: CC BY
Data sources: Datacite
ZENODO
Dataset . 2026
License: CC BY
Data sources: Datacite
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Companion Artifacts: Automatic Clutch – An Industrial Experience with Predictive Autoscaling as a Diagnostic Instrument

Research datakeyboard_double_arrow_right Dataset 04 May 2026 English Publisher:Zenodo
Authors: Jahnke, Brian-Frederik Jahnke; Howar, Falk;

doi: 10.5281/zenodo.20024609 , 10.5281/zenodo.20024608

Companion Artifacts: Automatic Clutch – An Industrial Experience with Predictive Autoscaling as a Diagnostic Instrument

Abstract

Companion artifacts for the paper "Automatic Clutch: An Industrial Experience with Predictive Autoscaling as a Diagnostic Instrument" accepted at the Industry Track of ECSA 2026. This archive contains: 1. Workload Characterization – the empirical analysis underlying the tier design (stationarity, seasonal strength, trend strength). 2. Architecture Specification – the Automatic Clutch architecture specification referenced in the paper. Production telemetry cannot be released under NDA. These artifacts provide the reusable design rationale and analytical basis independent of the protected data.

Related Organizations
Keywords

software architecture, workload characterization, self-adaptive systems, MAPE-K, Kubernetes, predictive autoscaling

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    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    		 Average
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average