Experimental Analysis in Hadoop MapReduce: A Closer Look at Fault Detection and Recovery Techniques

Hadoop MapReduce reactively detects and recovers faults after they occur based on the static heartbeat detection and the re-execution from scratch techniques. However, these techniques lead to excessive response time penalties and inefficient resource consumption during detection and recovery. Exist...

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發表在:	Sensors
Main Authors:	Muntadher Saadoon, Siti Hafizah Ab Hamid, Hazrina Sofian, Hamza Altarturi, Nur Nasuha, Zati Hakim Azizul, Asmiza Abdul Sani, Adeleh Asemi
格式:	Article
語言:	英语
出版:	MDPI AG 2021-05-01
主題:	Hadoop MapReduce experiment analysis fault-tolerance fault detection fault recovery
在線閱讀:	https://www.mdpi.com/1424-8220/21/11/3799