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ahmed-farhanur-rashid/hpa-pp-synthetic-telemetry

HPA++ Multi-Cluster Synthetic Telemetry Benchmark Suite Dataset Summary The HPA++ Multi-Cluster Synthetic Telemetry Benchmark Suite (hpa-pp-synthetic-telemetry) is a high-fidelity synthetic multivariate time-series benchmark designed for research on predictive Kubernetes Horizontal Pod Autoscaling (HPA++), cloud resource forecasting, and AIOps. The benchmark contains one year of telemetry sampled every 5 minutes across five realistic Kubernetes workload profiles… See the full description on the dataset page: https://huggingface.co/datasets/ahmed-farhanur-rashid/hpa-pp-synthetic-telemetry.

sourceHugging Facecc-by-4.0updated 2mo agoView on Hugging Face
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45f236f2mo ago

Delete hpa-pp-synthetic-telemetry.zip with huggingface_hub

ahmed-farhanur-rashid
d1bc3652mo ago

Upgrade dataset suite to 1-minute sampling resolution (2.63M rows total)

ahmed-farhanur-rashid
65f42d32mo ago

Delete generator/validate_hpa_dataset.py with huggingface_hub

ahmed-farhanur-rashid
d0e0cd42mo ago

Delete generator/generate_hpa_synthetic_dataset.py with huggingface_hub

ahmed-farhanur-rashid
6c388712mo ago

Add dataset generation scripts to generator/ subfolder

ahmed-farhanur-rashid
f5dcf7a2mo ago

Update README.md

ahmed-farhanur-rashid
0ac72712mo ago

Update provenance and citations for SenseTime Helios, Alibaba ClusterData, Google Borg, and Kaggle Wikipedia

ahmed-farhanur-rashid
b7e6d352mo ago

Reorganize dataset CSV files into data/ subfolder

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f4260772mo ago

Delete synthetic_hpa_traffic_university_portal_365d.csv with huggingface_hub

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2a3243c2mo ago

Delete synthetic_hpa_traffic_streaming_365d.csv with huggingface_hub

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d1bb6af2mo ago

Delete synthetic_hpa_traffic_shifted_test.csv with huggingface_hub

ahmed-farhanur-rashid
52e83da2mo ago

Delete synthetic_hpa_traffic_genai_inference_365d.csv with huggingface_hub

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9c379982mo ago

Delete synthetic_hpa_traffic_exam_system_365d.csv with huggingface_hub

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fbafb842mo ago

Delete synthetic_hpa_traffic_ecommerce_365d.csv with huggingface_hub

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416df142mo ago

Delete synthetic_hpa_traffic_all_clusters_365d.csv with huggingface_hub

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7aa6e682mo ago

Delete synthetic_hpa_traffic_5min.csv with huggingface_hub

ahmed-farhanur-rashid
6130e342mo ago

Upload HPA++ Synthetic Telemetry Benchmark Suite dataset and documentation

ahmed-farhanur-rashid
2fdecc62mo ago

initial commit

ahmed-farhanur-rashid