Serverless computing: state-of-the-art, challenges and opportunities

Y Li, Y Lin, Y Wang, K Ye, C Xu - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Serverless computing is growing in popularity by virtue of its lightweight and simplicity of
management. It achieves these merits by reducing the granularity of the computing unit to …

Dynamic service placement in multi-access edge computing: A systematic literature review

HT Malazi, SR Chaudhry, A Kazmi, A Palade… - IEEE …, 2022 - ieeexplore.ieee.org
The advent of new cloud-based applications such as mixed reality, online gaming,
autonomous driving, and healthcare has introduced infrastructure management challenges …

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 …

[HTML][HTML] 5G support for industrial IoT applications—challenges, solutions, and research gaps

P Varga, J Peto, A Franko, D Balla, D Haja, F Janky… - Sensors, 2020 - mdpi.com
Industrial IoT has special communication requirements, including high reliability, low
latency, flexibility, and security. These are instinctively provided by the 5G mobile …

tinyfaas: A lightweight faas platform for edge environments

T Pfandzelter, D Bermbach - 2020 IEEE International …, 2020 - ieeexplore.ieee.org
The Function-as-a-Service (FaaS) model is a great fit for data and event processing in the
Internet of Things (IoT). Sending all data to a cloud-based FaaS platform, however, may …

[HTML][HTML] Survey on serverless computing

HB Hassan, SA Barakat, QI Sarhan - Journal of Cloud Computing, 2021 - Springer
Serverless computing has gained importance over the last decade as an exciting new field,
owing to its large influence in reducing costs, decreasing latency, improving scalability, and …

AI-based resource allocation: Reinforcement learning for adaptive auto-scaling in serverless environments

L Schuler, S Jamil, N Kühl - 2021 IEEE/ACM 21st International …, 2021 - ieeexplore.ieee.org
Serverless computing has emerged as a compelling new paradigm of cloud computing
models in recent years. It promises the user services at large scale and low cost while …

AuctionWhisk: Using an auction‐inspired approach for function placement in serverless fog platforms

D Bermbach, J Bader, J Hasenburg… - Software: Practice …, 2022 - Wiley Online Library
Abstract The Function‐as‐a‐Service (FaaS) paradigm has a lot of potential as a computing
model for fog environments comprising both cloud and edge nodes, as compute requests …

Latency-sensitive edge/cloud serverless dynamic deployment over telemetry-based packet-optical network

I Pelle, F Paolucci, B Sonkoly… - IEEE Journal on Selected …, 2021 - ieeexplore.ieee.org
The serverless technology, introduced for data center operation, represents an attractive
technology for latency-sensitive applications operated at the edge, enabling a resource …

Function delivery network: Extending serverless computing for heterogeneous platforms

A Jindal, M Gerndt, M Chadha… - Software: Practice …, 2021 - Wiley Online Library
Serverless computing has rapidly grown following the launch of Amazon's Lambda platform.
Function‐as‐a‐Service (FaaS) a key enabler of serverless computing allows an application …