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Future Generation Computer Systems
Article . 2026 . Peer-reviewed
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GraphOpticon: A Global proactive horizontal autoscaler for improved service performance & resource consumption

Authors: Theodoropoulos, Theodoros; Patel, Yashwant Singh; Zdun, Uwe; Townend, Paul; Korontanis, Ioannis; Makris, Antonios; Tserpes, Konstantinos;

GraphOpticon: A Global proactive horizontal autoscaler for improved service performance & resource consumption

Abstract

The abstract is available here: https://uscholar.univie.ac.at/o:2174989

Countries
Sweden, Austria
Keywords

Green computing, Computer Sciences, Service performance, Resource usage forecasting, Deep learning, Resource consumption, Cloud Computing, Green Computing, Graph neural networks, Datorsystem, Deep Learning, Datavetenskap (datalogi), Resource Consumption, Computer Systems, Resource Usage Forecasting, Cloud computing, Graph Neural Networks, Service Performance

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    popularity
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    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!
1
Average
Average
Average
Green
hybrid
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