AI for next generation computing: Emerging trends and future directions

SS Gill, M Xu, C Ottaviani, P Patros, R Bahsoon… - Internet of Things, 2022 - Elsevier
Autonomic computing investigates how systems can achieve (user) specified “control”
outcomes on their own, without the intervention of a human operator. Autonomic computing …

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 …

Serverless in the wild: Characterizing and optimizing the serverless workload at a large cloud provider

M Shahrad, R Fonseca, I Goiri, G Chaudhry… - 2020 USENIX annual …, 2020 - usenix.org
Function as a Service (FaaS) has been gaining popularity as a way to deploy computations
to serverless backends in the cloud. This paradigm shifts the complexity of allocating and …

Firecracker: Lightweight virtualization for serverless applications

A Agache, M Brooker, A Iordache, A Liguori… - … USENIX symposium on …, 2020 - usenix.org
Serverless containers and functions are widely used for deploying and managing software
in the cloud. Their popularity is due to reduced cost of operations, improved utilization of …

Cloud programming simplified: A berkeley view on serverless computing

E Jonas, J Schleier-Smith, V Sreekanti, CC Tsai… - arXiv preprint arXiv …, 2019 - arxiv.org
Serverless cloud computing handles virtually all the system administration operations
needed to make it easier for programmers to use the cloud. It provides an interface that …

The serverless computing survey: A technical primer for design architecture

Z Li, L Guo, J Cheng, Q Chen, BS He… - ACM Computing Surveys …, 2022 - dl.acm.org
The development of cloud infrastructures inspires the emergence of cloud-native computing.
As the most promising architecture for deploying microservices, serverless computing has …

Faasm: Lightweight isolation for efficient stateful serverless computing

S Shillaker, P Pietzuch - … Annual Technical Conference (USENIX ATC 20 …, 2020 - usenix.org
Serverless computing is an excellent fit for big data processing because it can scale quickly
and cheaply to thousands of parallel functions. Existing serverless platforms isolate …

FaasCache: keeping serverless computing alive with greedy-dual caching

A Fuerst, P Sharma - Proceedings of the 26th ACM International …, 2021 - dl.acm.org
Functions as a Service (also called serverless computing) promises to revolutionize how
applications use cloud resources. However, functions suffer from cold-start problems due to …

Cloudburst: Stateful functions-as-a-service

V Sreekanti, C Wu, XC Lin, J Schleier-Smith… - arXiv preprint arXiv …, 2020 - arxiv.org
Function-as-a-Service (FaaS) platforms and" serverless" cloud computing are becoming
increasingly popular. Current FaaS offerings are targeted at stateless functions that do …

Characterizing serverless platforms with serverlessbench

T Yu, Q Liu, D Du, Y Xia, B Zang, Z Lu, P Yang… - Proceedings of the 11th …, 2020 - dl.acm.org
Serverless computing promises auto-scalability and cost-efficiency (in" pay-as-you-go"
manner) for high-productive software development. Because of its virtue, serverless …