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Title: Function-as-a-Service Benchmarking Framework
Authors: Pellegrini, Roland 
Ivkić, Igor 
Tauber, Markus 
Keywords: Cloud Computing;Function-as-a-Service;Benchmarking
Issue Date: 2019
Source: iProceedings of the 9th International Conference on Cloud Computing and Services Science - Volume 1: CLOSER, 479-487
Project: MIT 4.0 
Abstract: Cloud Service Providers deliver their products in form of ”as-a-Service”, which are typically categorized by the level of abstraction. This approach hides the implementation details and shows only functionality to the user. However, the problem is that it is hard to measure the performance of Cloud services, because they behave like black boxes. Especially with Function-as-a-Service it is even more difficult because it completely hides server and infrastructure management from users by design. Cloud Service Prodivers usually restrict the maximum size of code, memory and runtime of Cloud Functions. Nevertheless, users need clarification if more ressources are needed to deliver services in high quality. In this regard, we present the architectural design of a new Function-as-a-Service benchmarking tool, which allows users to evaluate the performance of Cloud Functions. Furthermore, the capabilities of the framework are tested on an isolated platform with a specific workload. The results show that users are able to get insights into Function-as-a-Service environments. This, in turn, allows users to identify factors which may slow down or speed up the performance of Cloud Functions.
Description: 9th International Conference on Cloud Computing and Services Science 2019, Heraklion, Crete, Greece
ISBN: 978-989-758-365-0
DOI: 10.5220/0007757304790487
Rights: info:eu-repo/semantics/openAccess
Appears in Collections:Informationstechnologie und Informationsmanagement

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