Serverless computing: a survey of opportunities, challenges, and applications

H Shafiei, A Khonsari, P Mousavi - ACM Computing Surveys, 2022 - dl.acm.org
The emerging serverless computing paradigm has attracted attention from both academia
and industry. This paradigm brings benefits such as less operational complexity, a pay-as …

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 …

Cost optimization for cloud storage from user perspectives: Recent advances, taxonomy, and survey

M Liu, L Pan, S Liu - ACM Computing Surveys, 2023 - dl.acm.org
With the development and maturity of cloud storage, it has attracted a large number of users.
Although cloud users do not need to concern themselves with the infrastructure used for …

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 …

Jiffy: Elastic far-memory for stateful serverless analytics

A Khandelwal, Y Tang, R Agarwal, A Akella… - Proceedings of the …, 2022 - dl.acm.org
Stateful serverless analytics can be enabled using a remote memory system for inter-task
communication, and for storing and exchanging intermediate data. However, existing …

Stateful Serverless Computing with Crucial

D Barcelona-Pons, P Sutra… - ACM Transactions on …, 2022 - dl.acm.org
Serverless computing greatly simplifies the use of cloud resources. In particular, Function-as-
a-Service (FaaS) platforms enable programmers to develop applications as individual …

On the opportunities of green computing: A survey

Y Zhou, X Lin, X Zhang, M Wang, G Jiang, H Lu… - arxiv preprint arxiv …, 2023 - arxiv.org
Artificial Intelligence (AI) has achieved significant advancements in technology and research
with the development over several decades, and is widely used in many areas including …

Magicscaler: Uncertainty-aware, predictive autoscaling

Z Pan, Y Wang, Y Zhang, SB Yang, Y Cheng… - Proceedings of the …, 2023 - dl.acm.org
Predictive autoscaling is a key enabler for optimizing cloud resource allocation in Alibaba
Cloud's computing platforms, which dynamically adjust the Elastic Compute Service (ECS) …

Cloud-native databases: A survey

H Dong, C Zhang, G Li, H Zhang - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Cloud databases have been widely accepted and deployed due to their unique advantages,
such as high elasticity, high availability, and low cost. Many new techniques, such as …

Boxer: Data analytics on network-enabled serverless platforms

M Wawrzoniak, I Müller… - … on innovative data …, 2021 - research-collection.ethz.ch
Serverless is an attractive platform for a variety of applications in the cloud due to its promise
of elasticity, low cost, and fast deployment. Instead of using traditional virtual machine …