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A Multivocal Literature Review of Function-as-a-Service (FaaS) Infrastructures and Implications for Software Developers

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Systems, Software and Services Process Improvement (EuroSPI 2020)

Part of the book series: Communications in Computer and Information Science ((CCIS,volume 1251))

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Abstract

In this paper, we provide a multivocal literature review of Function as a Service (FaaS) infrastructures. FaaS is an important, emerging category of cloud computing, which requires that software applications are designed and deployed using distributed, highly-decoupled service-based architectures, one example of which is the microservices architecture paradigm. FaaS is associated with on-demand functionality and allows developers to build applications without the overhead associated with server management. As such, FaaS is a type of serverless provisioning model wherein a provider dynamically manages and allocates machine resources, with the developers deploying source code into a production environment. This research provides an analysis of scalability, cost, execution times, integration support, and the constraints associated with FaaS services provided by several vendors: AWS Lambda, Google Cloud Functions, and Azure Functions. We discuss the implications of the findings for software developers.

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References

  1. Pawlik, M., Figiela, K., Malawski, M.: Performance considerations on execution of large scale workflow applications on cloud functions. ar**v:1909.03555 [cs], September 2019

  2. McGrath, G., Brenner, P.R.: Serverless computing: design, implementation, and performance. In: 2017 IEEE 37th International Conference on Distributed Computing Systems Workshops (ICDCSW), pp. 405–410 (2017). https://doi.org/10.1109/icdcsw.2017.36

  3. Jackson, D., Clynch, G.: An investigation of the impact of language runtime on the performance and cost of serverless functions. In: 2018 IEEE/ACM International Conference on Utility and Cloud Computing Companion (UCC Companion), pp. 154–160 (2018). https://doi.org/10.1109/ucc-companion.2018.00050

  4. Cloud Functions, Google Cloud. https://cloud.google.com/functions. Accessed 04 Mar 2020

  5. Azure Functions Serverless Compute—Microsoft Azure. https://azure.microsoft.com/en-us/services/functions/. Accessed 04 Mar 2020

  6. AWS Lambda – Serverless Compute - Amazon Web Services. Amazon Web Services, Inc. https://aws.amazon.com/lambda/. Accessed 04 Mar 2020

  7. Hendrickson, S., et al.: Serverless computation with openLambda. In: Proceedings of the 8th USENIX Conference on Hot Topics in Cloud Computing, Denver, CO, pp. 33–39 (2016)

    Google Scholar 

  8. Wang, L., et al.: Peeking behind the curtains of serverless platforms. In: 2018 USENIX Annual Technical Conference (2018)

    Google Scholar 

  9. AWS Lambda - Developer Guide, p. 184. https://docs.aws.amazon.com/lambda/latest/dg/lambda-dg.pdf. Accessed 02 Mar 2020

  10. Azure Functions HTTP triggers and bindings. https://docs.microsoft.com/en-us/azure/azure-functions/functions-bindings-http-webhook. Accessed 06 Mar 2020

  11. AWS Step Functions - Developer Guide. https://docs.aws.amazon.com/step-functions/latest/dg/step-functions-dg.pdf. Accessed 01 Mar 2020

  12. Using AWS Lambda with Other Services - AWS Lambda. https://docs.aws.amazon.com/lambda/latest/dg/lambda-services.html. Accessed 05 Mar 2020

  13. AWS Lambda Event Source Map** - AWS Lambda. https://docs.aws.amazon.com/lambda/latest/dg/invocation-eventsourcemap**.html. Accessed 05 Mar 2020

  14. Events and Triggers—Cloud Functions Documentation. Google Cloud. https://cloud.google.com/functions/docs/concepts/events-triggers. Accessed 05 Mar 2020

  15. Calling Cloud Functions—Cloud Functions Documentation—Google Cloud. https://cloud.google.com/functions/docs/calling. Accessed 28 Feb 2020

  16. Event Hubs—Real-Time Data Ingestion—Microsoft Azure. https://azure.microsoft.com/en-us/services/event-hubs/. Accessed 02 Mar 2020

  17. Triggers and bindings in Azure Functions. https://docs.microsoft.com/en-us/azure/azure-functions/functions-triggers-bindings. Accessed 03 Mar 2020

  18. Martin Fowler: Serverless Architectures. https://martinfowler.com/articles/serverless.html. Accessed 03 Mar 2020

  19. Fox, G., Ishakian, V., Muthusamy, V., Slominski, A.: Status of serverless computing and function-as-a-service (FaaS) in industry and research. ar**v:1708.08028 [cs] (2017). https://doi.org/10.13140/rg.2.2.15007.87206

  20. Sewak, M., Singh, S.: Winning in the era of serverless computing and function as a service. In: 2018 3rd International Conference for Convergence in Technology (I2CT), pp. 1–5 (2018). https://doi.org/10.1109/i2ct.2018.8529465

  21. García López, P., Sánchez-Artigas, M., París, G., Barcelona Pons, D., Ruiz Ollobarren, Á., Arroyo Pinto, D.: Comparison of FaaS orchestration systems. In: 2018 IEEE/ACM International Conference on Utility and Cloud Computing Companion (UCC Companion), Zurich, pp. 148–153 (2018). https://doi.org/10.1109/ucc-companion.2018.00049

  22. Figiela, K., et al.: Performance evaluation of heterogeneous cloud functions. Concurr. Comput.: Pract. Exper. 30(23), e4792 (2018). https://doi.org/10.1002/cpe.4792

    Article  Google Scholar 

  23. AWS Lambda Pricing. https://aws.amazon.com/lambda/pricing/. Accessed 06 Mar 2020

  24. Pricing – Functions—Microsoft Azure. https://azure.microsoft.com/en-us/pricing/details/functions/. Accessed 06 Mar 2020

  25. Pricing—Cloud Functions Documentation—Google Cloud. https://cloud.google.com/functions/pricing. Accessed 06 Mar 2020

  26. AWS Lambda Cost Guide. https://lumigo.io/aws-lambda-cost-guide/. Accessed 06 Mar 2020

  27. The need for asynchronous FaaS call chains in serverless systems. https://read.acloud.guru/the-need-for-asynchronous-rpc-architecture-in-serverless-systems-ff168f1c8785. Accessed 06 Mar 2020

  28. Composing Functions into Applications - Apache OpenWhisk - Medium. https://medium.com/openwhisk/composing-functions-into-applications-70d3200d0fac. Accessed 06 Mar 2020

  29. An introduction to FaaS—a cloud computing service that makes it easier for cloud application developers to run and manage microservices applications (2020). https://www.ibm.com/cloud/learn/faas. Accessed 11 Mar 2020

  30. Novkovic, N.: Top Function as a Service (Faas) Providers, Dashbird, 14 May 2018. https://dashbird.io/blog/top-function-as-a-service-faas-providers/. Accessed 11 Mar 2020

  31. Edge Computing—CDN, Global Serverless Code, Distribution—AWS Lambda@Edge. Amazon Web Services, Inc. https://aws.amazon.com/lambda/edge/. Accessed 11 Mar 2020

  32. Opara-Martins, J., Sahandi, R., Tian, F.: Critical analysis of vendor lock-in and its impact on cloud computing migration: a business perspective. J. Cloud Comput. 5(1), 1–18 (2016). https://doi.org/10.1186/s13677-016-0054-z

    Article  Google Scholar 

  33. Overview of serverless applications in Azure (2019). https://docs.microsoft.com/en-us/azure/architecture/serverless/. Accessed 25 Feb 2020

  34. Serverless Architecture—Google Cloud. https://cloud.google.com/serverless/whitepaper/. Accessed 26 Feb 2020

  35. Serverless Computing - Amazon Web Services. https://aws.amazon.com/serverless/. Accessed 28 Feb 2020

  36. AWS Lambda Limits - AWS Lambda. https://docs.aws.amazon.com/lambda/latest/dg/gettingstarted-limits.html. Accessed 12 Mar 2020

  37. CloudEvents. https://cloudevents.io/. Accessed 12 Mar 2020

  38. Announcing first-class support for CloudEvents on Azure. https://azure.microsoft.com/es-es/blog/announcing-first-class-support-for-cloudevents-on-azure/. Accessed 12 Mar 2020

  39. Amazon EventBridge - Amazon Web Services, Amazon Web Services, Inc. https://aws.amazon.com/eventbridge/. Accessed 12 Mar 2020

  40. Custom AWS Lambda Runtimes - AWS Lambda. https://docs.aws.amazon.com/lambda/latest/dg/runtimes-custom.html. Accessed 12 Mar 2020

  41. Amazon Managed Apache Cassandra Service - Developer Guide. https://docs.aws.amazon.com/mcs/latest/devguide/ManagedCassandraService.pdf#what-is-mcs. Accessed 03 Mar 2020

  42. Amazon DocumentDB - Developer Guide. https://docs.aws.amazon.com/documentdb/latest/developerguide/developerguide.pdf#what-is. Accessed 04 Mar 2020

  43. Azure Serverless—Microsoft Azure. https://azure.microsoft.com/en-us/solutions/serverless/#solutions. Accessed 28 Feb 2020

  44. Clarke, P., O’Connor, R.V., Leavy, B.: A complexity theory viewpoint on the software development process and situational context. In: Proceedings of the International Conference on Software and Systems Process (ICSSP), co-located with the International Conference on Software Engineering (ICSE), pp. 86–90 (2016). https://doi.org/10.1145/2904354.2904369

  45. Clarke, P., O’Connor, R.V.: The situational factors that affect the software development process: towards a comprehensive reference framework. Inf. Softw. Technol. 54(5), 433–447 (2012)

    Article  Google Scholar 

  46. Clarke, P.M., et al.: Exploring software process variation arising from differences in situational context. In: Stolfa, J., Stolfa, S., O’Connor, R.V., Messnarz, R. (eds.) EuroSPI 2017. CCIS, vol. 748, pp. 29–42. Springer, Cham (2017). https://doi.org/10.1007/978-3-319-64218-5_3

    Chapter  Google Scholar 

  47. O’Connor, R.V., Elger, P., Clarke, P.: Continuous software engineering - a microservices architecture perspective. J. Softw.: Evol. Process 29(11), 1–12 (2017)

    Google Scholar 

  48. Meade, E., et al.: The changing role of the software engineer. In: Walker, A., O’Connor, R.V., Messnarz, R. (eds.) EuroSPI 2019. CCIS, vol. 1060, pp. 682–694. Springer, Cham (2019). https://doi.org/10.1007/978-3-030-28005-5_53

    Chapter  Google Scholar 

  49. Garousi, V., Felderer, M., Mäntylä, M.V.: The need for multivocal literature reviews in software engineering: complementing systematic literature reviews with grey literature. In: Proceedings of the 20th International Conference on Evaluation and Assessment in Software Engineering. ACM (2016)

    Google Scholar 

  50. Cunningham, S., et al.: Software testing: a changing career. In: Walker, A., O’Connor, R.V., Messnarz, R. (eds.) EuroSPI 2019. CCIS, vol. 1060, pp. 731–742. Springer, Cham (2019). https://doi.org/10.1007/978-3-030-28005-5_57

    Chapter  Google Scholar 

  51. Garousi, V., Felderer, M., Mäntylä, M.V.: Guidelines for including grey literature and conducting multivocal literature reviews in software engineering. J. Inf. Softw. Technol. 106, 101–121 (2019)

    Article  Google Scholar 

  52. Nogueira, E., Moreira, A., Lucrédio, D., Garcia, V., Fortes, R.: Issues on develo** interoperable cloud applications: definitions, concepts, approaches, requirements, characteristics and evaluation models. J. Softw. Eng. Res. Dev. 4(1), 1–23 (2016). https://doi.org/10.1186/s40411-016-0033-6

    Article  Google Scholar 

  53. Ali, H., Moawad, R., Hosni, A.A.F.: A cloud interoperability broker (CIB) for data migration in SaaS. In: 2016 IEEE International Conference on Cloud Computing and Big Data Analysis (ICCCBDA), Chengdu, pp. 250–256 (2016)

    Google Scholar 

  54. Clarke, P., O’Connor, R.V.: Changing situational contexts present a constant challenge to software developers. In: O’Connor, R., Umay Akkaya, M., Kemaneci, K., Yilmaz, M., Poth, A., Messnarz, R. (eds.) EuroSPI 2015. CCIS, vol. 543, pp. 100–111. Springer, Cham (2015). https://doi.org/10.1007/978-3-319-24647-5_9

    Chapter  Google Scholar 

  55. O’Connor, R.V., Elger, P., Clarke, P.: Exploring the impact of situational context: a case study of a software development process for a microservices architecture. In: Proceedings of the International Conference on Software and Systems Process (ICSSP), co-located with the International Conference on Software Engineering (ICSE), pp. 6–10 (2016). https://doi.org/10.1145/2904354.2904368

  56. Giray, G., Yilmaz, M., O’Connor, R.V., Clarke, P.M.: The impact of situational context on software process: a case study of a very small-sized company in the online advertising domain. In: Larrucea, X., Santamaria, I., O’Connor, R.V., Messnarz, R. (eds.) EuroSPI 2018. CCIS, vol. 896, pp. 28–39. Springer, Cham (2018). https://doi.org/10.1007/978-3-319-97925-0_3

    Chapter  Google Scholar 

  57. Marks, G., O’Connor, R.V., Clarke, P.M.: The impact of situational context on the software development process – a case study of a highly innovative start-up organization. In: Mas, A., Mesquida, A., O’Connor, R.V., Rout, T., Dorling, A. (eds.) SPICE 2017. CCIS, vol. 770, pp. 455–466. Springer, Cham (2017). https://doi.org/10.1007/978-3-319-67383-7_33

    Chapter  Google Scholar 

  58. Clarke, P., O’Connor, R.V., Leavy, B., Yilmaz, M.: Exploring the relationship between software process adaptive capability and organisational performance. IEEE Trans. Softw. Eng. 41(12), 1169–1183 (2015). https://doi.org/10.1109/tse.2015.2467388

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Acknowledgements

This work was supported, in part, by Science Foundation Ireland grant 13/RC/2094 and co-funded under the European Regional Development Fund through the Southern & Eastern Regional Operational Programme to Lero - the Irish Software Research Centre (www.lero.ie).

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Authors and Affiliations

  1. School of Computing, Dublin City University, Dublin, Ireland

    Jake Grogan, Connor Mulready, James McDermott, Martynas Urbanavicius, Murat Yilmaz, Yalemisew Abgaz, Andrew McCarren, Silvana Togneri MacMahon & Paul Clarke

  2. Lero – the Science Foundation Ireland Research Centre for Software, Limerick, Ireland

    Murat Yilmaz, Silvana Togneri MacMahon & Paul Clarke

  3. School of Electronics, Electrical Engineering and Computer Science, Queens University, Belfast, UK

    Vahid Garousi

  4. fourTheorem Limited, Cork, Ireland

    Peter Elger

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Correspondence to Paul Clarke .

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Editors and Affiliations

  1. School of Computing, Dublin City University, Dublin, Ireland

    Murat Yilmaz

  2. University of Applied Sciences Düsseldorf, Düsseldorf, Germany

    Jörg Niemann

  3. School of Computing, Dublin City University, Dublin, Ireland

    Paul Clarke

  4. I.S.C.N. GesmbH, Graz, Steiermark, Austria

    Richard Messnarz

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Grogan, J. et al. (2020). A Multivocal Literature Review of Function-as-a-Service (FaaS) Infrastructures and Implications for Software Developers. In: Yilmaz, M., Niemann, J., Clarke, P., Messnarz, R. (eds) Systems, Software and Services Process Improvement. EuroSPI 2020. Communications in Computer and Information Science, vol 1251. Springer, Cham. https://doi.org/10.1007/978-3-030-56441-4_5

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  • DOI: https://doi.org/10.1007/978-3-030-56441-4_5

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