An Optimal Task Assignment Policy and Performance Diagnosis Strategy for Heterogeneous Hadoop Cluster.
Shekhar GuptaPublished in: AAAI (2013)
Keyphrases
- optimal strategy
- open source
- asymptotically optimal
- dynamic programming
- control policy
- state dependent
- medical diagnosis
- optimal control
- real world
- allocation strategy
- expected cost
- optimal solution
- long run
- distributed systems
- clustering algorithm
- allocation policy
- big data
- fault diagnosis
- cloud computing
- markov decision process
- finite horizon
- scheduling policies
- control policies
- mapreduce framework
- data sets