Analisis Perbandingan Serverless Computing Pada Google Cloud Platform

Ilmi Barokah, Asriyanik Asriyanik

Abstract


Serverless computing menjadi paradigma tren baru di cloud komputasi, memungkinkan pengembang untuk fokus pada aplikasi inti logika dan aplikasi prototipe cepat. Serverless computing memiliki biaya yang lebih rendah dan kenyamanan yang diberikannya kepada pengguna yang tidak perlu fokus pada manajemen server. Karena prospeknya yang bagus Serverless computing, dalam beberapa tahun terakhir, sebagian besar vendor cloud utama telah meluncurkan platform komputasi tanpa server komoditas mereka. Namun, karakteristik platform ini belum dipelajari secara sistematis. Perlunya analisis platform ini secara kualitatif yaitu mulai dari pengembangan, penyebaran, dan aspek runtime untuk membentuk taksonomi karakteristik. Google Cloud Platform memiliki beberapa jenis serverless Computing, dalam artikel ini akan dijelaskan mengenai perbandingan antara beberapa Serverless Computing yaitu diantaranya Cloud Functions, App Engine, Cloud Run,dan Google Kuberenetes Engine (GKE).


Full Text:

PDF

References


[Adzic, G., & Chatley, R. (2017, August). Serverless computing: economic and architectural impact. In Proceedings of the 2017 11th Joint Meeting on Foundations of Software Engineering (pp. 884-889).

Kelly, D., Glavin, F., & Barrett, E. (2020, October). Serverless Computing: Behind the Scenes of Major Platforms. In 2020 IEEE 13th International Conference on Cloud Computing (CLOUD) (pp. 304-312). IEEE.

Kim, J., & Lee, K. (2019, July). Functionbench: A suite of workloads for serverless cloud function service. In 2019 IEEE 12th International Conference on Cloud Computing (CLOUD) (pp. 502-504). IEEE.

Landoni, M., Taffoni, G., Bignamini, A., & Smareglia, R. (2019). Application of google cloud platform in astrophysics. arXiv preprint arXiv:1903.03337.

Li, J., Kulkarni, S. G., Ramakrishnan, K. K., & Li, D. (2019, December). Understanding open source serverless platforms: Design considerations and performance. In Proceedings of the 5th International Workshop on Serverless Computing (pp. 37-42).

Lloyd, W., Ramesh, S., Chinthalapati, S., Ly, L., & Pallickara, S. (2018, April). Serverless computing: An investigation of factors influencing microservice performance. In 2018 IEEE International Conference on Cloud Engineering (IC2E) (pp. 159-169). IEEE.

Lynn, T., Rosati, P., Lejeune, A., & Emeakaroha, V. (2017, December). A preliminary review of enterprise serverless cloud computing (function-as-a-service) platforms. In 2017 IEEE International Conference on Cloud Computing Technology and Science (CloudCom) (pp. 162-169). IEEE.

Malawski, M., Gajek, A., Zima, A., Balis, B., & Figiela, K. (2020). Serverless execution of scientific workflows: Experiments with hyperflow, aws lambda and google cloud functions. Future Generation Computer Systems, 110, 502-514.

Mohanty, S. K., Premsankar, G., & Di Francesco, M. (2018, December). An Evaluation of Open Source Serverless Computing Frameworks. In CloudCom (pp. 115-120).

Naranjo, D. M., Risco, S., de Alfonso, C., Pérez, A., Blanquer, I., & Moltó, G. (2020). Accelerated serverless computing based on GPU virtualization. Journal of Parallel and Distributed Computing, 139, 32-42.

Wen, J., Liu, Y., Chen, Z., Ma, Y., Wang, H., & Liu, X. (2020). Understanding Characteristics of Commodity Serverless Computing Platforms. arXiv preprint arXiv:2012.00992.

Google, Serverless computing,. [Online]. Available: https://cloud.google.com/serverless. [Accessed Agust. 08, 2021].

S. M. Shoaib, Google Cloud Functions vs App Engine vs Cloud Run vs GKE,. [Online]. Available: https://cloud.google.com/serverless. [Accessed Agust. 08, 2021].

Splunk, Comparing Google's Serverless Offerings: Cloud Run, Cloud Functions, App Engine,. [Online]. Available: https://www.splunk.com/en_us/blog/devops/gcp-serverless-comparison.html. [Accessed Agust. 08, 2021].

Sphere Partners, When to Choose App Engine vs Cloud Functions or Cloud Run in GCP,. [Online]. Available: https://www.sphereinc.com/blogs/when-to-choose-app-engine-vs-cloud-functions-or-cloud-run-in-gcp/. [Accessed Agust. 08, 2021].




DOI: https://doi.org/10.37012/jtik.v7i2.662

Refbacks

  • There are currently no refbacks.


Copyright (c) 2021 Ilmi Barokah

Creative Commons License
This work is licensed under a Creative Commons Attribution 4.0 International License.

Address:
Universitas Mohammad Husni Thamrin
Jl. Raya Pd. Gede No.23-25, RT.2/RW.1, Dukuh, Kec. Kramat jati, Kota Jakarta Timur, Daerah Khusus Ibukota Jakarta 13550

Creative Commons License
Jurnal Teknologi Informatika & Komputer Mohammad Husni Thamrin is licensed under a Creative Commons Attribution 4.0 International License.

View My Stats