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Modeling the green ...
Modeling the green cloud continuum : integrating energy considerations into cloud-edge models
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- Patel, Yashwant Singh (författare)
- Umeå universitet,Institutionen för datavetenskap,Department of Computer Science and Engineering, Thapar Institute of Engineering and Technology, Patiala, Punjab, India
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- Townend, Paul (författare)
- Umeå universitet,Institutionen för datavetenskap
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- Singh, Anil (författare)
- Umeå universitet,Institutionen för datavetenskap,Department of Computer Science and Engineering, Thapar Institute of Engineering and Technology, Patiala, Punjab, India
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- Östberg, Per-Olov (författare)
- Umeå universitet,Institutionen för datavetenskap,Biti Innovations, Umeå, Sweden
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(creator_code:org_t)
- Springer, 2024
- 2024
- Engelska.
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Ingår i: Cluster Computing. - : Springer. - 1386-7857 .- 1573-7543. ; 27:4, s. 4095-4125
- Relaterad länk:
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https://doi.org/10.1...
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https://umu.diva-por... (primary) (Raw object)
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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
- The energy consumption of Cloud–Edge systems is becoming a critical concern economically, environmentally, and societally; some studies suggest data centers and networks will collectively consume 18% of global electrical power by 2030. New methods are needed to mitigate this consumption, e.g. energy-aware workload scheduling, improved usage of renewable energy sources, etc. These schemes need to understand the interaction between energy considerations and Cloud–Edge components. Model-based approaches are an effective way to do this; however, current theoretical Cloud–Edge models are limited, and few consider energy factors. This paper analyses all relevant models proposed between 2016 and 2023, discovers key omissions, and identifies the major energy considerations that need to be addressed for Green Cloud–Edge systems (including interaction with energy providers). We investigate how these can be integrated into existing and aggregated models, and conclude with the high-level architecture of our proposed solution to integrate energy and Cloud–Edge models together.
Ämnesord
- TEKNIK OCH TEKNOLOGIER -- Elektroteknik och elektronik -- Datorsystem (hsv//swe)
- ENGINEERING AND TECHNOLOGY -- Electrical Engineering, Electronic Engineering, Information Engineering -- Computer Systems (hsv//eng)
Nyckelord
- Models
- Green
- Cloud–Edge
- Renewable energy
- Resource management
- Continuum
- Computer Science
- datalogi
Publikations- och innehållstyp
- ref (ämneskategori)
- art (ämneskategori)
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