{"url":"/dataset/boom","name":"BOOM","full_name":"Benchmark of Observability Metrics","description_markdown":"BOOM (Benchmark of Observability Metrics) is a large-scale, real-world time series dataset designed for evaluating models on forecasting tasks in complex observability environments. Composed of real-world metrics data collected from Datadog, a leading observability platform, the benchmark captures the irregularity, structural complexity, and heavy-tailed statistics typical of production observability data. Unlike synthetic or curated benchmarks, BOOM reflects the full diversity and unpredictability of operational signals observed in distributed systems, covering infrastructure, networking, databases, security, and application-level metrics.","description_withheld":null,"homepage":"https://huggingface.co/datasets/Datadog/BOOM","introduced_date":"2025-05-20","introduced_date_note":null,"introduced_by":{"paper":"/paper/this-time-is-different-an-observability","title":"This Time is Different: An Observability Perspective on Time Series Foundation Models","first_author":"Ben Cohen","url":null},"license":{"name":"Apache 2.0","url":"https://huggingface.co/datasets/choosealicense/licenses/blob/main/markdown/apache-2.0.md"},"modalities":[{"name":"Time series","url":"/datasets/modality/time-series"}],"tasks":[{"name":"Time Series Forecasting","url":"/task/time-series-forecasting","datasets_with_task":"/datasets/task/time-series-forecasting"}],"languages":[],"variants":["BOOM"],"data_loaders":[],"num_papers_in_archive":1,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[],"papers_with_a_benchmark_row":[],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":0,"samples_harvested":0,"samples_ran":0,"samples_unverified":0,"pointer_only_for_licence":0,"papers_with_no_sample_that_ran":0,"note":"the per-paper counts above, summed; not a rate"},"papers_note":"The archive never published its papers-using-dataset list; these are papers with a leaderboard row on this dataset's benchmarks."}