Teaching Hadoop Using Role Play Games

ABSTRACT Hadoop is a well‐known big data system and a subject covered in many big data courses. This article describes two role play games for teaching the two fundamental components in the Hadoop framework, MapReduce and Hadoop Distributed File System (HDFS). In the games, students form teams and p...

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Vydáno v:Decision sciences journal of innovative education Ročník 18; číslo 1; s. 6 - 21
Hlavní autoři: Yang, Zhiguo, Guo, Xiang
Médium: Journal Article
Jazyk:angličtina
Vydáno: Atlanta Wiley-Blackwell 01.01.2020
Blackwell Publishing Ltd
Témata:
Big Data
Class Activities
Collaboration
Computer Games
Computer Mediated Communication
Data Analysis
Educational Games
Game
Gamification
Instructional Effectiveness
Learner Engagement
MapReduce
Peer Relationship
Role play
Role Playing
Student Attitudes
Students
Teaching Hadoop
Teaching Methods
Teamwork
ISSN:1540-4595, 1540-4609
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Shrnutí:ABSTRACT Hadoop is a well‐known big data system and a subject covered in many big data courses. This article describes two role play games for teaching the two fundamental components in the Hadoop framework, MapReduce and Hadoop Distributed File System (HDFS). In the games, students form teams and play different roles as a part of a Hadoop cluster. The games are designed to let students collaborate with peers in the same way as MapReduce and HDFS components collaborate to perform computing jobs in a Hadoop cluster. Utilizing a computer communication channel, the games are designed to let students quickly and effectively understand typical MapReduce and HDFS operations. Survey results from students in two big data classes show that the games effectively improve learning outcome in understanding MapReduce and HDFS workflow and the Hadoop framework in general. Students appear more engaged in class activities and communicate with peers more often.
Bibliografie:ObjectType-Article-1
SourceType-Scholarly Journals-1
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ISSN:1540-4595
1540-4609
DOI:10.1111/dsji.12197