SpecFaaS: Accelerating serverless applications with speculative function execution

J Stojkovic, T Xu, H Franke… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
Serverless computing has emerged as a popular cloud computing paradigm. Serverless
environments are convenient to users and efficient for cloud providers. However, they can …

Efficiency in the serverless cloud paradigm: A survey on the reusing and approximation aspects

C Denninnart, T Chanikaphon… - Software: Practice and …, 2023 - Wiley Online Library
Serverless computing along with Function‐as‐a‐Service (FaaS) is forming a new computing
paradigm that is anticipated to found the next generation of cloud systems. The popularity of …

MDLab: AI frameworks for carbon capture and battery materials

B Elmegreen, HF Hamann, B Wunsch… - Frontiers in …, 2023 - frontiersin.org
There is a growing urgency to discover better materials that capture CO2 from air and
improve battery performance. An important step is to search large databases of materials …

Chemical space analysis and property prediction for carbon capture solvent molecules

JL McDonagh, S Zavitsanou, A Harrison, D Zubarev… - Digital …, 2024 - pubs.rsc.org
We present a new chemical representation (the CCS fingerprint) and data set (ccs-98) for
carbon capture solvents. We then assess the chemical space, data availability and utility of …

Towards an Approximation-Aware Computational Workflow Framework for Accelerating Large-Scale Discovery Tasks

MA Johnston, V Vassiliadis - Proceedings of the 2022 Workshop on …, 2022 - dl.acm.org
The use of approximation is fundamental in computational science. Almost all computational
methods adopt approximations in some form in order to obtain a favourable cost/accuracy …