Lambada: Interactive data analytics on cold data using serverless cloud infrastructure

I Müller, R Marroquín, G Alonso - Proceedings of the 2020 ACM SIGMOD …, 2020 - dl.acm.org
Serverless computing has recently attracted a lot of attention from research and industry due
to its promise of ultimate elasticity and operational simplicity. However, there is no …

Shuffling, fast and slow: Scalable analytics on serverless infrastructure

Q Pu, S Venkataraman, I Stoica - 16th USENIX symposium on networked …, 2019 - usenix.org
Serverless computing is poised to fulfill the long-held promise of transparent elasticity and
millisecond-level pricing. To achieve this goal, service providers impose a finegrained …

Boxer: Data analytics on network-enabled serverless platforms

M Wawrzoniak, I Müller… - 11th Annual …, 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 …

Evaluation of production serverless computing environments

H Lee, K Satyam, G Fox - 2018 IEEE 11th International …, 2018 - ieeexplore.ieee.org
Serverless computing provides a small runtime container to execute lines of codes without
infrastructure management which is similar to Platform as a Service (PaaS) but a functional …

Serverless computing: One step forward, two steps back

JM Hellerstein, J Faleiro, JE Gonzalez… - arXiv preprint arXiv …, 2018 - arxiv.org
Serverless computing offers the potential to program the cloud in an autoscaling, pay-as-you
go manner. In this paper we address critical gaps in first-generation serverless computing …

Serverless data analytics in the ibm cloud

J Sampé, G Vernik, M Sánchez-Artigas… - Proceedings of the 19th …, 2018 - dl.acm.org
Unexpectedly, the rise of serverless computing has also collaterally started the"
democratization" of massive-scale data parallelism. This new trend heralded by PyWren …

Faasdom: A benchmark suite for serverless computing

P Maissen, P Felber, P Kropf, V Schiavoni - Proceedings of the 14th ACM …, 2020 - dl.acm.org
Serverless computing has become a major trend among cloud providers. With serverless
computing, developers fully delegate the task of managing the servers, dynamically …

On-premises serverless computing for event-driven data processing applications

A Pérez, S Risco, DM Naranjo… - 2019 IEEE 12th …, 2019 - ieeexplore.ieee.org
The advent of open-source serverless computing frameworks has introduced the ability to
bring the Functions-as-a-Service (FaaS) paradigm for applications to be executed on …

{SAND}: Towards {High-Performance} serverless computing

IE Akkus, R Chen, I Rimac, M Stein, K Satzke… - 2018 Usenix Annual …, 2018 - usenix.org
Serverless computing has emerged as a new cloud computing paradigm, where an
application consists of individual functions that can be separately managed and executed …

Functionbench: A suite of workloads for serverless cloud function service

J Kim, K Lee - 2019 IEEE 12th International Conference on …, 2019 - ieeexplore.ieee.org
Serverless computing is attracting considerable attention recently, but many published
papers use micro-benchmarks for evaluation that might result in impracticality. To address …