Name
Title | ||
|---|---|---|
Mitigating Service Variability in MapReduce Clusters via Task Cloning: A Competitive Analysis. |
Abstract | ||
|---|---|---|
Measurement traces from real-world production environment show that the execution time of tasks within a MapReduce job varies widely due to the variability in machine service capacity. This variability issue makes efficient job scheduling over large-scale MapReduce clusters extremely challenging. To tackle this problem, we adopt the task cloning approach to mitigate the effect of machine variabili... |
Year | DOI | Venue |
|---|---|---|
2017 | 10.1109/TPDS.2017.2689767 | IEEE Transactions on Parallel and Distributed Systems |
Keywords | Field | DocType |
Cloning,Redundancy,Algorithm design and analysis,Scheduling,Electronic mail,Scheduling algorithms | Cluster (physics),Algorithm design,Scheduling (computing),Workload,Development environment,Computer science,Parallel computing,Real-time computing,Redundancy (engineering),Job scheduler,Distributed computing,Competitive analysis | Journal |
Volume | Issue | ISSN |
28 | 10 | 1045-9219 |
Citations | PageRank | References |
1 | 0.35 | 20 |
Authors | ||
5 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Huanle Xu | 1 | 36 | 8.10 |
| Wing-cheong Lau | 2 | 633 | 61.89 |
| zhibo yang | 3 | 8 | 4.31 |
| Gustavo de Veciana | 4 | 2274 | 202.25 |
| Hou Hanxu | 5 | 83 | 14.46 |