Scheduling heterogeneous MapReduce jobs for efficiency improvement in enterprise clusters

Keyphrases

• Resource Sharing 100%
• Efficiency Improvement 100%
• Hadoop 100%
• Scheduling Algorithm 100%
• MapReduce Jobs 100%
• MapReduce Cluster 100%
• Enterprise Cluster 100%
• System Performance 50%
• Scheduler 50%
• Challenging Issues 50%
• MapReduce 50%
• Large-scale Data 50%
• Multiple Users 50%
• Data-intensive Computing 50%
• Amazon EC2 50%
• Open-source Implementation 50%
• Fair Scheduler 50%
• Hadoop Scheduler 50%
• MapReduce Paradigm 50%
• Job Response Time 50%
• Workload Patterns 50%
• Overall System Performance 50%
• Good Performance 50%

Computer Science

• Map-Reduce 100%
• Hadoop 40%
• Scheduling Algorithm 40%
• Systems Performance 40%
• Experimental Result 20%
• Shared Resource 20%
• Open Source 20%
• Large Scale Data 20%
• Good Performance 20%
• Response Time 20%
• Hadoop Scheduler 20%
• Mapreduce Paradigm 20%