Name
Title | ||
|---|---|---|
FlinkCL: An OpenCL-Based In-Memory Computing Architecture on Heterogeneous CPU-GPU Clusters for Big Data. |
Abstract | ||
|---|---|---|
Research on in-memory big data management and processing has been prompted by the increase in main memory capacity and the explosion in big data. By offering an efficient in-memory distributed execution model, existing in-memory cluster computing platforms such as Flink and Spark have been proven to be outstanding for processing big data. This paper proposes FlinkCL, an in-memory computing archite... |
Year | DOI | Venue |
|---|---|---|
2018 | 10.1109/TC.2018.2839719 | IEEE Transactions on Computers |
Keywords | Field | DocType |
Graphics processing units,Java,Big Data,Memory ,Task analysis | Spark (mathematics),Serialization,Computer science,Massively parallel,In-Memory Processing,Parallel computing,Execution model,Java,Big data,Computer cluster | Journal |
Volume | Issue | ISSN |
67 | 12 | 0018-9340 |
Citations | PageRank | References |
5 | 0.38 | 0 |
Authors | ||
4 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Chen Cen | 1 | 162 | 25.61 |
| Kenli Li | 2 | 1389 | 124.28 |
| Aijia Ouyang | 3 | 159 | 19.34 |
| Keqin Li | 4 | 28 | 4.83 |