Porrmann, Florian; Pilz, Sarah; Stella, Alessandra; Kleinjohann, Alexander; Denker, Michael; Hagemeyer, Jens; Rückert, Ulrich: Acceleration of the SPADE Method Using a Custom-Tailored FP-Growth Implementation. In: Frontiers in Neuroinformatics. Jg.15 H. 15. 2021
Inhalt
- 2.1. Introduction to Frequent Pattern Mining
- 2.2. FP-Growth-Based Pattern Mining
- 2.3. Spike Activity Analysis Using the SPADE Method
- 2.4. Identification of Bottlenecks
- 2.5. Optimized Implementation
- 2.6. Parallelization and Distributed Computing
- 3. Results
- 3.1. Test Setup
- 3.2. Evaluation of the Software Baseline on x86 Server
- 3.3. Evaluation on RECS|Box for Server Processors
- 3.4. Evaluation on RECS|Box for Embedded Processors
- 3.5. Scalability
- 4. Discussion
- Data Availability Statement
- Author Contributions
- Funding
- Acknowledgments
- References