论文标题
WES:基于代理的用户互动模拟对实际基础架构
WES: Agent-based User Interaction Simulation on Real Infrastructure
论文作者
论文摘要
我们介绍了支持网络的模拟(WES)研究议程,并描述Facebook的WW系统。我们描述了WW在Facebook上的可靠性,完整性和隐私的应用,该应用用于模拟由数亿行代码组成的基础架构上的社交媒体互动。 WES议程借鉴了许多研究领域的研究,包括基于搜索的软件工程,机器学习,编程语言,多代理系统,图形论,游戏AI和AI辅助游戏。我们以一系列开放的问题和研究挑战来结束,以激发更广泛的调查。
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 FACEBOOK , 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.