An implmentation and analysis of Raspberry Pis cluster in solving shallow and deep learning problems.
| Hardware | Computing Cores | Memory (GB) | Ideal Execution Time (seconds) | Execution Times (seconds) | Scalability |
|---|---|---|---|---|---|
| 1 x Raspberry Pi | 4 | 2 | 901 | 901 | 1 |
| 1 x Raspberry, 1 x Desktop | 11 | 11.21 | 327.6363636 | 237 | 1.382431914 |
| 2 x Raspberry, 1 x Desktop | 15 | 13.14 | 240.2666667 | 181 | 1.327440147 |
| 3 x Raspberry, 1 x Desktop | 19 | 15.08 | 189.6842105 | 152 | 1.247922438 |
| 4 x Raspberry, 1 x Desktop | 23 | 17.02 | 156.6956522 | 134 | 1.169370539 |
| 4 x Raspberry, 1 x Desktop, 1 x Laptop | 30 | 29.57 | 120.1333333 | 124 | 0.968817204 |
This project is licensed under the MIT License - see the LICENSE.md file for details
Special thank to
- Best-README-Template - the readme template.