Rise of the planet of serverless computing: A systematic review

J Wen, Z Chen, X Jin, X Liu - ACM Transactions on Software …, 2023 - dl.acm.org
Serverless computing is an emerging cloud computing paradigm, being adopted to develop
a wide range of software applications. It allows developers to focus on the application logic …

Cold start latency in serverless computing: A systematic review, taxonomy, and future directions

M Golec, GK Walia, M Kumar, F Cuadrado… - ACM Computing …, 2023 - dl.acm.org
Recently, academics and the corporate sector have paid attention to serverless computing,
which enables dynamic scalability and an economic model. In serverless computing, users …

Serverless edge computing: vision and challenges

MS Aslanpour, AN Toosi, C Cicconetti… - Proceedings of the …, 2021 - dl.acm.org
Born from a need for a pure “pay-per-use” model and highly scalable platform, the
“Serverless” paradigm emerged and has the potential to become a dominant way of building …

Icebreaker: Warming serverless functions better with heterogeneity

RB Roy, T Patel, D Tiwari - Proceedings of the 27th ACM International …, 2022 - dl.acm.org
Serverless computing, an emerging computing model, relies on" warming up" functions prior
to its anticipated execution for faster and cost-effective service to users. Unfortunately …

The state of serverless applications: Collection, characterization, and community consensus

S Eismann, J Scheuner, E Van Eyk… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
Over the last five years, all major cloud platform providers have increased their serverless
offerings. Many early adopters report significant benefits for serverless-based over …

Mitigating cold start problem in serverless computing: A reinforcement learning approach

P Vahidinia, B Farahani, FS Aliee - IEEE Internet of Things …, 2022 - ieeexplore.ieee.org
Serverless computing has revolutionized the world of cloud-based and event-driven
applications with the introduction of Function as a Service (FaaS) as the latest cloud …

{AWARE}: Automate workload autoscaling with reinforcement learning in production cloud systems

H Qiu, W Mao, C Wang, H Franke, A Youssef… - 2023 USENIX Annual …, 2023 - usenix.org
Workload autoscaling is widely used in public and private cloud systems to maintain stable
service performance and save resources. However, it remains challenging to set the optimal …

Data protection by design tool for automated GDPR compliance verification based on semantically modeled informed consent

TR Chhetri, A Kurteva, RJ DeLong, R Hilscher, K Korte… - Sensors, 2022 - mdpi.com
The enforcement of the GDPR in May 2018 has led to a paradigm shift in data protection.
Organizations face significant challenges, such as demonstrating compliance (or …

Sizeless: Predicting the optimal size of serverless functions

S Eismann, L Bui, J Grohmann, C Abad… - Proceedings of the …, 2021 - dl.acm.org
Serverless functions are an emerging cloud computing paradigm that is being rapidly
adopted by both industry and academia. In this cloud computing model, the provider …

Pushing serverless to the edge with webassembly runtimes

P Gackstatter, PA Frangoudis… - 2022 22nd IEEE …, 2022 - ieeexplore.ieee.org
Serverless computing has become a popular part of the cloud computing model, thanks to
abstracting away infrastructure management and enabling developers to write functions that …