WES: Agent-based User Interaction Simulation on Real Infrastructure∈Conference: GI 2020: 8th International Workshop on Genetic Improvement; October 2020; Korea8th International Workshop on Genetic ImprovementNote: This paper appears in GI 2020: 8th International Workshop on Genetic Improvement.
John Ahlgren, Maria Eugenia Berezin, Kinga Bojarczuk, Elena Dulskyte, Inna Dvortsova, Johann George, Natalija Gucevska, Mark Harman, Ralf Lämmel, Erik Meijer, Silvia Sapora, Justin Spahr-Summers Note: Author order is alphabetical. Correspondence to Mark Harman Affiliation: FACEBOOK Inc.∈
Abstract
We introduce the Web-Enabled Simulation (WES) research agenda, and describe FACEBOOK’s WW system. We describe the application of WW to reliability, integrity and privacy at FACEBOOK11 1 ‘FACEBOOK’, refers to the company, while ‘Facebook’ refers to the specific product., where it is used to simulate social media interactions on an infrastructure consisting of hundreds of millions of lines of code. The WES agenda draws on research from many areas of study, including Search Based Software Engineering, Machine Learning, Programming Languages, Multi Agent Systems, Graph Theory, Game AI, and AI Assisted Game Play. We conclude with a set of open problems and research challenges to motivate wider investigation.
原文 arXiv:2004.05363;中英对照 + 大白话阅读 https://aha.fim.ai/paper/2004.05363v1