Apache Spark在Riot游戏中的应用:数据处理和分析的案例研究

IF 0.7 Q3 COMPUTER SCIENCE, THEORY & METHODS

International Journal of Advanced Computer Science and Applications Pub Date : 2023-01-01 DOI:10.14569/ijacsa.2023.0140704

K. Sharma, Firdous Hussain Mohammad, Deepak Parashar

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引用次数: 0

摘要

-本案例研究考察了Riot Games使用Apache Spark及其对数据处理和分析的影响。Riot Games是一家著名的游戏制作工作室。以广受欢迎的在线多人游戏《英雄联盟》(League of Legends)而闻名的开发商Riot Games管理着数百万玩家每天产生的海量数据。Riot Games使用Apache Spark快速处理和分析了这些数据，这是一种分布式计算技术，可以产生深刻的发现并改善用户体验。本案例探讨了Riot Games所面临的困难，该公司采用Apache Spark的方法，以及利用Spark功能的优势。我们评估了在游戏领域采用Spark的缺点和优点，并为希望采用Spark来满足其数据处理和实时分析需求的游戏创作者提供了建议。我们的研究增加了在游戏领域中使用Spark的知识体系，并为游戏制作人和研究人员提供了建议和见解。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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Apache Spark in Riot Games: A Case Study on Data Processing and Analytics

—This case study examines Riot Games' use of Apache Spark and its effects on data processing and analytics. Riot Games is a well-known game production studio. The developer Riot Games, best known for the well-liked online multiplayer game League of Legends, manages enormous volumes of data produced daily by millions of players. Riot Games handled and analyzed this data quickly using Apache Spark, a distributed computing technology that made insightful findings and improved user experiences. This case study explores Riot Games' difficulties, the company's adoption of Apache Spark, its implementation, and the advantages of utilizing Spark's capabilities. We evaluated the drawbacks and advantages of adopting Spark in the gaming sector and offered suggestions for game creators wishing to embrace Spark for their data processing and real-time analytics requirements. Our study adds to the increasing body of knowledge on the use of Spark in the gaming sector and offers suggestions and insights for both game producers and researchers.

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来源期刊

International Journal of Advanced Computer Science and Applications COMPUTER SCIENCE, THEORY & METHODS-

CiteScore

2.30

自引率

22.20%

发文量

519

期刊介绍： IJACSA is a scholarly computer science journal representing the best in research. Its mission is to provide an outlet for quality research to be publicised and published to a global audience. The journal aims to publish papers selected through rigorous double-blind peer review to ensure originality, timeliness, relevance, and readability. In sync with the Journal''s vision "to be a respected publication that publishes peer reviewed research articles, as well as review and survey papers contributed by International community of Authors", we have drawn reviewers and editors from Institutions and Universities across the globe. A double blind peer review process is conducted to ensure that we retain high standards. At IJACSA, we stand strong because we know that global challenges make way for new innovations, new ways and new talent. International Journal of Advanced Computer Science and Applications publishes carefully refereed research, review and survey papers which offer a significant contribution to the computer science literature, and which are of interest to a wide audience. Coverage extends to all main-stream branches of computer science and related applications