# Resource Management on Kubernetes Cluster Evaluation 5 trials

Source: [Resource Management on Kubernetes Cluster Evaluation 5 trials](<https://www.sota2.com/research/sota/resource-management-on-kubernetes-cluster-evaluation-5-trials>)

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

Data updated: 2026-02-26T05:38:45.112Z

Evaluation of resource management performance on the Kubernetes Cluster Evaluation 5 trials dataset, measured by CPU throughput (RPS) and performance gain.

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 | Resource Management |
| Dataset (including any stated split) | Kubernetes Cluster Evaluation 5 trials |
| Metric | CPU Throughput (RPS) |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 2 of 2 |
| 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

- [CPU Throughput (RPS)](<https://www.sota2.com/research/sota/resource-management-on-kubernetes-cluster-evaluation-5-trials.md?metric=CPU%20Throughput%20(RPS)>): Higher is better; unit: SCALAR.

- [Performance Gain (%)](<https://www.sota2.com/research/sota/resource-management-on-kubernetes-cluster-evaluation-5-trials.md?metric=Performance%20Gain%20(%25)>): Higher is better; unit: PERCENT.

## Recorded results

| Method | CPU Throughput (RPS) | Result date | Report paper |
| --- | --- | --- | --- |
| CPE | 1.18 | Not recorded | 69784673a2b28e761d87c407 |
| Baseline | 1 | Not recorded | 69784673a2b28e761d87c407 |

### CPE

CPU Throughput (RPS): 1.18. Result ID: 699622b45698665ec4633f02.

[Reporting paper](<https://www.sota2.com/research/paper/69784673a2b28e761d87c407.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69784673a2b28e761d87c407.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### Baseline

CPU Throughput (RPS): 1. Result ID: 699622b45698665ec4633f01.

[Reporting paper](<https://www.sota2.com/research/paper/69784673a2b28e761d87c407.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

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