# Task Offloading on Alibaba Cluster Trace on Ether-based topologies (test)

Source: [Task Offloading on Alibaba Cluster Trace on Ether-based topologies (test)](<https://www.sota2.com/research/sota/task-offloading-on-alibaba-cluster-trace-on-ether-based-topologies-test>)

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

Data updated: 2026-03-04T07:35:18.818Z

Evaluation of Task Offloading performance using the test split of the Alibaba Cluster Trace on Ether-based topologies 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) | Alibaba Cluster Trace on Ether-based topologies (test) |
| Metric | Response Time (simulation ticks) |
| 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 (simulation ticks)](<https://www.sota2.com/research/sota/task-offloading-on-alibaba-cluster-trace-on-ether-based-topologies-test.md?metric=Response%20Time%20(simulation%20ticks)>): Lower is better; unit: TIME.

## Recorded results

| Method | Response Time (simulation ticks) | Result date | Report paper |
| --- | --- | --- | --- |
| SCOF | 46.237 | Not recorded | 68fa791c1e209131cea7c2bf |
| SCOF | 56.393 | Not recorded | 68fa791c1e209131cea7c2bf |
| SCOF | 85.381 | Not recorded | 68fa791c1e209131cea7c2bf |
| SCOF | 109.865 | Not recorded | 68fa791c1e209131cea7c2bf |
| SCOF | 144.737 | Not recorded | 68fa791c1e209131cea7c2bf |
| SCOF | 153.042 | Not recorded | 68fa791c1e209131cea7c2bf |
| FAuNO | 165.174 | Not recorded | 68fa791c1e209131cea7c2bf |
| FAuNO | 170.208 | Not recorded | 68fa791c1e209131cea7c2bf |
| FAuNO | 199.448 | Not recorded | 68fa791c1e209131cea7c2bf |
| FAuNO | 204.282 | Not recorded | 68fa791c1e209131cea7c2bf |
| LeastQueues | 239.59 | Not recorded | 68fa791c1e209131cea7c2bf |
| FAuNO | 246.271 | Not recorded | 68fa791c1e209131cea7c2bf |
| LeastQueues | 256.989 | Not recorded | 68fa791c1e209131cea7c2bf |
| LeastQueues | 258.412 | Not recorded | 68fa791c1e209131cea7c2bf |
| FAuNO | 262.35 | Not recorded | 68fa791c1e209131cea7c2bf |
| LeastQueues | 269.761 | Not recorded | 68fa791c1e209131cea7c2bf |
| LeastQueues | 278.219 | Not recorded | 68fa791c1e209131cea7c2bf |
| LeastQueues | 296.598 | Not recorded | 68fa791c1e209131cea7c2bf |

### SCOF

Response Time (simulation ticks): 46.237. Result ID: 69a7e0b56dbb7075b94c6ede.

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

Recorded evaluation configuration: {"lambda":"0.5","topology\_parameter":"4"}. This record does not assert independent reproduction.

### SCOF

Response Time (simulation ticks): 56.393. Result ID: 69a7e0b56dbb7075b94c6edd.

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

Recorded evaluation configuration: {"lambda":"0.5","topology\_parameter":"2"}. This record does not assert independent reproduction.

### SCOF

Response Time (simulation ticks): 85.381. Result ID: 69a7e0b56dbb7075b94c6ee2.

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

Recorded evaluation configuration: {"lambda":"2","topology\_parameter":"4"}. This record does not assert independent reproduction.

### SCOF

Response Time (simulation ticks): 109.865. Result ID: 69a7e0b56dbb7075b94c6ee1.

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

Recorded evaluation configuration: {"lambda":"2","topology\_parameter":"2"}. This record does not assert independent reproduction.

### SCOF

Response Time (simulation ticks): 144.737. Result ID: 69a7e0b56dbb7075b94c6ee0.

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

Recorded evaluation configuration: {"lambda":"1","topology\_parameter":"4"}. This record does not assert independent reproduction.

### SCOF

Response Time (simulation ticks): 153.042. Result ID: 69a7e0b56dbb7075b94c6edf.

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

Recorded evaluation configuration: {"lambda":"1","topology\_parameter":"2"}. This record does not assert independent reproduction.

### FAuNO

Response Time (simulation ticks): 165.174. Result ID: 69a7e0b56dbb7075b94c6ed8.

[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","topology\_parameter":"4"}. This record does not assert independent reproduction.

### FAuNO

Response Time (simulation ticks): 170.208. Result ID: 69a7e0b56dbb7075b94c6ed7.

[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","topology\_parameter":"2"}. This record does not assert independent reproduction.

### FAuNO

Response Time (simulation ticks): 199.448. Result ID: 69a7e0b56dbb7075b94c6eda.

[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","topology\_parameter":"4"}. This record does not assert independent reproduction.

### FAuNO

Response Time (simulation ticks): 204.282. Result ID: 69a7e0b56dbb7075b94c6ed9.

[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","topology\_parameter":"2"}. This record does not assert independent reproduction.

### LeastQueues

Response Time (simulation ticks): 239.59. Result ID: 69a7e0b56dbb7075b94c6ee4.

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

Recorded evaluation configuration: {"lambda":"0.5","topology\_parameter":"4"}. This record does not assert independent reproduction.

### FAuNO

Response Time (simulation ticks): 246.271. Result ID: 69a7e0b56dbb7075b94c6edc.

[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","topology\_parameter":"4"}. This record does not assert independent reproduction.

### LeastQueues

Response Time (simulation ticks): 256.989. Result ID: 69a7e0b56dbb7075b94c6ee6.

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

Recorded evaluation configuration: {"lambda":"1","topology\_parameter":"4"}. This record does not assert independent reproduction.

### LeastQueues

Response Time (simulation ticks): 258.412. Result ID: 69a7e0b56dbb7075b94c6ee3.

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

Recorded evaluation configuration: {"lambda":"0.5","topology\_parameter":"2"}. This record does not assert independent reproduction.

### FAuNO

Response Time (simulation ticks): 262.35. Result ID: 69a7e0b56dbb7075b94c6edb.

[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","topology\_parameter":"2"}. This record does not assert independent reproduction.

### LeastQueues

Response Time (simulation ticks): 269.761. Result ID: 69a7e0b56dbb7075b94c6ee8.

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

Recorded evaluation configuration: {"lambda":"2","topology\_parameter":"4"}. This record does not assert independent reproduction.

### LeastQueues

Response Time (simulation ticks): 278.219. Result ID: 69a7e0b56dbb7075b94c6ee5.

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

Recorded evaluation configuration: {"lambda":"1","topology\_parameter":"2"}. This record does not assert independent reproduction.

### LeastQueues

Response Time (simulation ticks): 296.598. Result ID: 69a7e0b56dbb7075b94c6ee7.

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

Recorded evaluation configuration: {"lambda":"2","topology\_parameter":"2"}. This record does not assert independent reproduction.

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