# Task Offloading on Random topology

Source: [Task Offloading on Random topology](<https://www.sota2.com/research/sota/task-offloading-on-random-topology>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-03-04T07:35:18.763Z

Evaluation of Task Offloading performance on the Random topology dataset, measured by Response Time.

A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage.

| Scope | Recorded value |
| --- | --- |
| Task | Task Offloading |
| Dataset (including any stated split) | Random topology |
| Metric | Response Time |
| Unit | TIME |
| Direction | Lower is better |
| Results loaded | 18 of 18 |
| Coverage | All results currently returned for this benchmark |

Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol.

## Metrics

- [Response Time](<https://www.sota2.com/research/sota/task-offloading-on-random-topology.md?metric=Response%20Time>): Lower is better; unit: TIME.

## Recorded results

| Method | Response Time | Result date | Report paper |
| --- | --- | --- | --- |
| FAuNO | 307.222 | Not recorded | 68fa791c1e209131cea7c2bf |
| SCOF | 318.74 | Not recorded | 68fa791c1e209131cea7c2bf |
| SCOF | 348.579 | Not recorded | 68fa791c1e209131cea7c2bf |
| FAuNO | 365.19 | Not recorded | 68fa791c1e209131cea7c2bf |
| SCOF | 365.207 | Not recorded | 68fa791c1e209131cea7c2bf |
| SCOF | 388.341 | Not recorded | 68fa791c1e209131cea7c2bf |
| FAuNO | 416.433 | Not recorded | 68fa791c1e209131cea7c2bf |
| SCOF | 416.573 | Not recorded | 68fa791c1e209131cea7c2bf |
| LeastQueues | 425.877 | Not recorded | 68fa791c1e209131cea7c2bf |
| SCOF | 428.266 | Not recorded | 68fa791c1e209131cea7c2bf |
| FAuNO | 489.358 | Not recorded | 68fa791c1e209131cea7c2bf |
| LeastQueues | 493.78 | Not recorded | 68fa791c1e209131cea7c2bf |
| FAuNO | 513.129 | Not recorded | 68fa791c1e209131cea7c2bf |
| LeastQueues | 522.105 | Not recorded | 68fa791c1e209131cea7c2bf |
| FAuNO | 539.846 | Not recorded | 68fa791c1e209131cea7c2bf |
| LeastQueues | 576.914 | Not recorded | 68fa791c1e209131cea7c2bf |
| LeastQueues | 603.833 | Not recorded | 68fa791c1e209131cea7c2bf |
| LeastQueues | 619.894 | Not recorded | 68fa791c1e209131cea7c2bf |

### FAuNO

Response Time: 307.222. Result ID: 69a7e0b56dbb7075b94c6eb3.

[Reporting paper](<https://www.sota2.com/research/paper/68fa791c1e209131cea7c2bf.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa791c1e209131cea7c2bf.md>)

Recorded evaluation configuration: {"lambda":"0.5","Number of nodes":"10"}. This record does not assert independent reproduction.

### SCOF

Response Time: 318.74. Result ID: 69a7e0b56dbb7075b94c6eb9.

[Reporting paper](<https://www.sota2.com/research/paper/68fa791c1e209131cea7c2bf.md>)

Recorded evaluation configuration: {"lambda":"0.5","Number of nodes":"10"}. This record does not assert independent reproduction.

### SCOF

Response Time: 348.579. Result ID: 69a7e0b56dbb7075b94c6ebb.

[Reporting paper](<https://www.sota2.com/research/paper/68fa791c1e209131cea7c2bf.md>)

Recorded evaluation configuration: {"lambda":"1","Number of nodes":"10"}. This record does not assert independent reproduction.

### FAuNO

Response Time: 365.19. Result ID: 69a7e0b56dbb7075b94c6eb5.

[Reporting paper](<https://www.sota2.com/research/paper/68fa791c1e209131cea7c2bf.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa791c1e209131cea7c2bf.md>)

Recorded evaluation configuration: {"lambda":"1","Number of nodes":"10"}. This record does not assert independent reproduction.

### SCOF

Response Time: 365.207. Result ID: 69a7e0b56dbb7075b94c6ebd.

[Reporting paper](<https://www.sota2.com/research/paper/68fa791c1e209131cea7c2bf.md>)

Recorded evaluation configuration: {"lambda":"2","Number of nodes":"10"}. This record does not assert independent reproduction.

### SCOF

Response Time: 388.341. Result ID: 69a7e0b56dbb7075b94c6ebe.

[Reporting paper](<https://www.sota2.com/research/paper/68fa791c1e209131cea7c2bf.md>)

Recorded evaluation configuration: {"lambda":"2","Number of nodes":"15"}. This record does not assert independent reproduction.

### FAuNO

Response Time: 416.433. Result ID: 69a7e0b56dbb7075b94c6eb7.

[Reporting paper](<https://www.sota2.com/research/paper/68fa791c1e209131cea7c2bf.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa791c1e209131cea7c2bf.md>)

Recorded evaluation configuration: {"lambda":"2","Number of nodes":"10"}. This record does not assert independent reproduction.

### SCOF

Response Time: 416.573. Result ID: 69a7e0b56dbb7075b94c6ebc.

[Reporting paper](<https://www.sota2.com/research/paper/68fa791c1e209131cea7c2bf.md>)

Recorded evaluation configuration: {"lambda":"1","Number of nodes":"15"}. This record does not assert independent reproduction.

### LeastQueues

Response Time: 425.877. Result ID: 69a7e0b56dbb7075b94c6ebf.

[Reporting paper](<https://www.sota2.com/research/paper/68fa791c1e209131cea7c2bf.md>)

Recorded evaluation configuration: {"lambda":"0.5","Number of nodes":"10"}. This record does not assert independent reproduction.

### SCOF

Response Time: 428.266. Result ID: 69a7e0b56dbb7075b94c6eba.

[Reporting paper](<https://www.sota2.com/research/paper/68fa791c1e209131cea7c2bf.md>)

Recorded evaluation configuration: {"lambda":"0.5","Number of nodes":"15"}. This record does not assert independent reproduction.

### FAuNO

Response Time: 489.358. Result ID: 69a7e0b56dbb7075b94c6eb4.

[Reporting paper](<https://www.sota2.com/research/paper/68fa791c1e209131cea7c2bf.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa791c1e209131cea7c2bf.md>)

Recorded evaluation configuration: {"lambda":"0.5","Number of nodes":"15"}. This record does not assert independent reproduction.

### LeastQueues

Response Time: 493.78. Result ID: 69a7e0b56dbb7075b94c6ec1.

[Reporting paper](<https://www.sota2.com/research/paper/68fa791c1e209131cea7c2bf.md>)

Recorded evaluation configuration: {"lambda":"1","Number of nodes":"10"}. This record does not assert independent reproduction.

### FAuNO

Response Time: 513.129. Result ID: 69a7e0b56dbb7075b94c6eb8.

[Reporting paper](<https://www.sota2.com/research/paper/68fa791c1e209131cea7c2bf.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa791c1e209131cea7c2bf.md>)

Recorded evaluation configuration: {"lambda":"2","Number of nodes":"15"}. This record does not assert independent reproduction.

### LeastQueues

Response Time: 522.105. Result ID: 69a7e0b56dbb7075b94c6ec4.

[Reporting paper](<https://www.sota2.com/research/paper/68fa791c1e209131cea7c2bf.md>)

Recorded evaluation configuration: {"lambda":"2","Number of nodes":"15"}. This record does not assert independent reproduction.

### FAuNO

Response Time: 539.846. Result ID: 69a7e0b56dbb7075b94c6eb6.

[Reporting paper](<https://www.sota2.com/research/paper/68fa791c1e209131cea7c2bf.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa791c1e209131cea7c2bf.md>)

Recorded evaluation configuration: {"lambda":"1","Number of nodes":"15"}. This record does not assert independent reproduction.

### LeastQueues

Response Time: 576.914. Result ID: 69a7e0b56dbb7075b94c6ec3.

[Reporting paper](<https://www.sota2.com/research/paper/68fa791c1e209131cea7c2bf.md>)

Recorded evaluation configuration: {"lambda":"2","Number of nodes":"10"}. This record does not assert independent reproduction.

### LeastQueues

Response Time: 603.833. Result ID: 69a7e0b56dbb7075b94c6ec0.

[Reporting paper](<https://www.sota2.com/research/paper/68fa791c1e209131cea7c2bf.md>)

Recorded evaluation configuration: {"lambda":"0.5","Number of nodes":"15"}. This record does not assert independent reproduction.

### LeastQueues

Response Time: 619.894. Result ID: 69a7e0b56dbb7075b94c6ec2.

[Reporting paper](<https://www.sota2.com/research/paper/68fa791c1e209131cea7c2bf.md>)

Recorded evaluation configuration: {"lambda":"1","Number of nodes":"15"}. This record does not assert independent reproduction.

Page 1 of 1. This is an index page, not the full collection.
