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Application Optimis...
Application Optimisation : Workload Prediction and Autonomous Autoscaling of Distributed Cloud Applications
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- Östberg, Per-Olov (författare)
- Umeå universitet,Institutionen för datavetenskap
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- Le Duc, Thang (författare)
- Tieto Product Development Services, Umeå, Sweden
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- Casari, Paolo (författare)
- IMDEA Networks Institute, Madrid, Spain
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- García Leiva, Rafael (författare)
- IMDEA Networks Institute, Madrid, Spain
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- Fernández Anta, Antonio (författare)
- IMDEA Networks Institute, Madrid, Spain
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- Domaschka, Jörg (författare)
- Institute of Information Resource Management, Ulm University, Ulm, Germany
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(creator_code:org_t)
- 2020-07-21
- 2020
- Engelska.
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Ingår i: Managing Distributed Cloud Applications and Infrastructure. - Cham : Palgrave Macmillan. - 9783030398620 - 9783030398637 ; , s. 51-68
- Relaterad länk:
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https://doi.org/10.1...
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https://link.springe...
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https://urn.kb.se/re...
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https://doi.org/10.1...
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Abstract
Ämnesord
Stäng
- Optimisation of (the configuration and deployment of) distributed cloud applications is a complex problem that requires understanding factors such as infrastructure and application topologies, workload arrival and propagation patterns, and the predictability and variations of user behaviour. This chapter outlines the RECAP approach to application optimisation and presents its framework for joint modelling of applications, workloads, and the propagation of workloads in applications and networks. The interaction of the models and algorithms developed is described and presented along with the tools that build on them. Contributions in modelling, characterisation, and autoscaling of applications, as well as prediction and generation of workloads, are presented and discussed in the context of optimisation of distributed cloud applications operating in complex heterogeneous resource environments.
Ämnesord
- TEKNIK OCH TEKNOLOGIER -- Elektroteknik och elektronik -- Datorsystem (hsv//swe)
- ENGINEERING AND TECHNOLOGY -- Electrical Engineering, Electronic Engineering, Information Engineering -- Computer Systems (hsv//eng)
Nyckelord
- Application optimisation
- Autoscaling
- Distributed cloud
- Resource provisioning
- Workload modelling
- Workload prediction
- Workload propagation modelling
Publikations- och innehållstyp
- ref (ämneskategori)
- kap (ämneskategori)
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