Understanding open source serverless platforms: Design considerations and performance

J Li, SG Kulkarni, KK Ramakrishnan, D Li - Proceedings of the 5th …, 2019 - dl.acm.org
Serverless computing is increasingly popular because of the promise of lower cost and the
convenience it provides to users who do not need to focus on server management. This has …

A serverless real-time data analytics platform for edge computing

S Nastic, T Rausch, O Scekic, S Dustdar… - IEEE Internet …, 2017 - ieeexplore.ieee.org
Contemporary solutions for cloud-supported, edge-data analytics mostly apply analytics
techniques in a rigid bottom-up approach, regardless of the data's origin. Typically, data are …

Pocket: Elastic ephemeral storage for serverless analytics

A Klimovic, Y Wang, P Stuedi, A Trivedi… - … USENIX Symposium on …, 2018 - usenix.org
Serverless computing is becoming increasingly popular, enabling users to quickly launch
thousands of shortlived tasks in the cloud with high elasticity and fine-grain billing. These …

An evaluation of open source serverless computing frameworks support at the edge

A Palade, A Kazmi, S Clarke - 2019 IEEE World Congress on …, 2019 - ieeexplore.ieee.org
The proliferation of Internet of Things (IoT) and the success of resource-rich cloud services
have pushed the data processing horizon towards the edge of the network. This has the …

A review of serverless frameworks

K Kritikos, P Skrzypek - 2018 IEEE/ACM International …, 2018 - ieeexplore.ieee.org
Serverless computing is a new computing paradigm that promises to revolutionize the way
applications are built and provisioned. In this computing kind, small pieces of software called …

Batch: Machine learning inference serving on serverless platforms with adaptive batching

A Ali, R Pinciroli, F Yan, E Smirni - … International Conference for …, 2020 - ieeexplore.ieee.org
Serverless computing is a new pay-per-use cloud service paradigm that automates resource
scaling for stateless functions and can potentially facilitate bursty machine learning serving …

Toward sustainable serverless computing

P Patros, J Spillner, AV Papadopoulos… - IEEE Internet …, 2021 - ieeexplore.ieee.org
Although serverless computing generally involves executing short-lived “functions,” the
increasing migration to this computing paradigm requires careful consideration of energy …

An empirical study on challenges of application development in serverless computing

J Wen, Z Chen, Y Liu, Y Lou, Y Ma, G Huang… - Proceedings of the 29th …, 2021 - dl.acm.org
Serverless computing is an emerging paradigm for cloud computing, gaining traction in a
wide range of applications such as video processing and machine learning. This new …

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 …

Narrowing the gap between serverless and its state with storage functions

T Zhang, D Xie, F Li, R Stutsman - … of the ACM Symposium on Cloud …, 2019 - dl.acm.org
Serverless computing has gained attention due to its fine-grained provisioning, large-scale
multi-tenancy, and on-demand scaling. However, it also forces applications to externalize …