Predicting Scheduling Failures in the Cloud: A Case Study with Google Clusters and Hadoop on Amazon EMR.
Mbarka SoualhiaFoutse KhomhSofiène TaharPublished in: HPCC/CSS/ICESS (2015)
Keyphrases
- map reduce
- cloud computing
- open source
- parallel computation
- efficient implementation
- clustering algorithm
- scheduling problem
- parallel computing
- case study
- hierarchical clustering
- community detection
- scheduling algorithm
- cloud computing environment
- resource allocation
- search engine
- resource constraints
- data points
- fuzzy c means
- cluster analysis
- document clustering
- distributed computing
- parallel machines
- root cause
- test bed
- parallel algorithm
- fuzzy clustering
- data clustering
- arbitrary shape
- self organizing maps
- real time database systems
- data analytics
- electronic medical record