Improving MapReduce heterogeneous performance using KNN fair share scheduling.
Khushboo KaliaSaurav DixitKaushal KumarRajat GeraKirill EpifantsevVinod JohnNatalia TaskaevaPublished in: Robotics Auton. Syst. (2022)
Keyphrases
- knn
- k nearest neighbor
- nearest neighbor
- classification algorithm
- k nearest neighbour
- classification method
- distance function
- text categorization
- similarity search
- knn algorithm
- support vector machine svm
- text classification
- support vector machine
- scheduling problem
- cloud computing
- range queries
- feature selection
- knn classification
- knn classifier
- shows significant improvements
- locality sensitive hashing
- majority voting
- grid environment
- test instances
- input space
- multiscale