Thesis etd-06292023-170426 |
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Thesis type
Tesi di laurea magistrale
Author
BARSANTI, NICOLA
URN
etd-06292023-170426
Thesis title
Design and implementation of Energy-efficient Orchestration Strategies for Function-as-a-Service Platforms
Department
INGEGNERIA DELL'INFORMAZIONE
Course of study
COMPUTER ENGINEERING
Supervisors
relatore Prof. Vallati, Carlo
relatore Prof. Tonellotto, Nicola
relatore Prof.ssa Righetti, Francesca
relatore Prof. Tonellotto, Nicola
relatore Prof.ssa Righetti, Francesca
Keywords
- Apache Openwhisk
- Cloud Computing
- Consolidation
- Energy Efficienty
- FaaS
- Function As A Service
- Function Pulling Containers
- Green Computing
- Linux Containers
- Microservices
- Serverless
Graduation session start date
21/07/2023
Availability
Withheld
Release date
21/07/2026
Summary
Today, cloud computing is an increasingly preponderant technology able to support many types of applications ensuring economic and environmental benefits. However, power consumption is an increasingly intrusive problem, Nature magazine estimated that data centers each year consume around 200TWh of energy and it is expected that their consumption will increase by 15 times in the next 7 years and reach around the 8\% of the total energy consumed on our planet and the 2\% of the total carbon emissions. There is a growing focus on how to act on the problem also because lower energy consumption corresponds to lower operating costs and consequently to more profitable services. In our work we have adopted one of the latest service models developed for resource consumption optimization, the Function as a service, and developed a solution for energy efficiency starting from one of the most promising open-source platforms available.
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