Authors :
Yadala Parvathi; Chintala Shalini; Mallimpalli Midila; Tula Teja Sri; S. Kavitha
Volume/Issue :
Volume 10 - 2025, Issue 4 - April
Google Scholar :
https://tinyurl.com/3xaf3bm5
Scribd :
https://tinyurl.com/5bmuxm7u
DOI :
https://doi.org/10.38124/ijisrt/25apr1547
Google Scholar
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Abstract :
Serverless computing has revolutionized cloud architecture by transforming how applications are developed and
deployed. Unlike traditional methods that require managing servers, serverless computing abstracts this complexity,
allowing developers to focus solely on writing and executing code functions. This approach enhances agility and reduces
operational overhead significantly.Key elements such as computation, storage, networking, and orchestration are redefined
under serverless architecture. Compute tasks are executed in ephemeral containers, scaling automatically based on demand
and billed according to usage, which improves cost efficiency. Integration with other cloud services is seamless, enabling
rapid development cycles and fostering innovation.However, challenges such as performance variability and potential
vendor lock-in exist. Despite these drawbacks, serverless computing continues to gain popularity due to its ability to reduce
costs, minimize latency, and improve scalability.Looking forward, serverless computing is expected to evolve further,
influencing trends like edge computing and hybrid cloud integration. Researchers and developers are exploring governance
frameworks and novel architectures to address current challenges and capitalize on emerging opportunities. In summary,
serverless computing has fundamentally altered cloud architecture by simplifying infrastructure management and
enhancing application development practices. Its impact on scalability, cost efficiency, and innovation underscores its
growing importance in modern computing paradigms.
Keywords :
Serverless Computing, Cloud Architecture, Cloud-Native Applications, Microservices, Serverless Benefits.
References :
- Castro Fernandez, R., Diaz, V. F., & Garijo, M. (2021). "Serverless Computing in the Cloud: An Architectural Review and Research Challenges". ACM Computing Surveys, 54(1), 1-33
- Bowers, S. (2018). "Serverless Architectures: The Evolution of Cloud Computing". Apress.
- Santosh, S. S., & Reddy, T. R. (2020). "Serverless Computing: The Future of Cloud Computing Paradigm". In Innovations in Cloud Computing for Organizations (pp. 98-110). IGI Global.
- Manners, L., Ross, S., & Canham, T. (2019). "Building Serverless Applications with Python". Packt Publishing.
- Sbarski, P. (2017). "Serverless Architectures on AWS: With examples using AWS Lambda". Manning Publications.
- O’Neill, A. (2017). "Serverless Ops: A Practical Guide to Monitoring and Troubleshooting Serverless Applications". O'Reilly Media.
- Taft, D. K. (2017). "AWS Lambda: A Guide to Serverless Microservices". Addison-Wesley Professional.
- Kroonenburg, A. (2017). "AWS Certified Developer - Associate Guide: Your one-stop solution to passing the AWS developer's certification". Packt Publishing.
- Nayak, A., Yadav, S., Chaudhuri, A., & Yalamanchili, S. (2019). "Serverless Computing: Current Trends and Challenges". In Proceedings of the 4th International Conference on Fog and Mobile Edge Computing (FMEC).
- Al-Fares, M., Goralwalla, A., Reiss, C., Riffle, A., & Vahdat, A. (2020). "Serverless Computing: Current Trends and Open Problems". ACM SIGCOMM Computer Communication Review, 50(4), 67-73.
- Al-Fares, M., Goralwalla, A., Reiss, C., Riffle, A., & Vahdat, A. (2020). "Serverless Computing: Current Trends and Open Problems". ACM SIGCOMM Computer Communication Review, 50(4), 67-73.
- Jonas, E., Pu, Q., Venkataraman, S., Stoica, I. (2019). "The Serverless Trilemma: Balancing Development Velocity, Cost, and Quality". In Proceedings of the ACM Symposium on Cloud Computing (SoCC).
- Sbarski, P., & Wilder, B. (2017). "Serverless Computing: One Step Forward, Two Steps Back". IEEE Cloud Computing, 4(5), 54-59.
- Roberts, M. (2016). "Cloud Computing's Next Big Thing: Serverless Architectures".
15. Singh, J., Nijhawan, A., & Kumar, V. (2018). "A Comparative Study of Serverless Computing Frameworks for IoT Applications". In Proceedings of the IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData), 1475-1480.
Serverless computing has revolutionized cloud architecture by transforming how applications are developed and
deployed. Unlike traditional methods that require managing servers, serverless computing abstracts this complexity,
allowing developers to focus solely on writing and executing code functions. This approach enhances agility and reduces
operational overhead significantly.Key elements such as computation, storage, networking, and orchestration are redefined
under serverless architecture. Compute tasks are executed in ephemeral containers, scaling automatically based on demand
and billed according to usage, which improves cost efficiency. Integration with other cloud services is seamless, enabling
rapid development cycles and fostering innovation.However, challenges such as performance variability and potential
vendor lock-in exist. Despite these drawbacks, serverless computing continues to gain popularity due to its ability to reduce
costs, minimize latency, and improve scalability.Looking forward, serverless computing is expected to evolve further,
influencing trends like edge computing and hybrid cloud integration. Researchers and developers are exploring governance
frameworks and novel architectures to address current challenges and capitalize on emerging opportunities. In summary,
serverless computing has fundamentally altered cloud architecture by simplifying infrastructure management and
enhancing application development practices. Its impact on scalability, cost efficiency, and innovation underscores its
growing importance in modern computing paradigms.
Keywords :
Serverless Computing, Cloud Architecture, Cloud-Native Applications, Microservices, Serverless Benefits.