This standard defines key concepts, metrics, and technical requirements for data observability and service level agreements (SLAs) in Data as a Service (DaaS) environments. It establishes a common set of data‑centric service quality indicators and monitoring requirements, including data freshness, completeness, accuracy, consistency, schema stability, anomaly and drift detection, latency, throughput, and availability. The standard applies to cloud‑based and on‑premises DaaS platforms, Application Programming Interface (API) ‑exposed data products, data‑sharing platforms, and enterprise data services supporting analytics, Artificial Intelligence (AI) /Machine Learning (ML), and real‑time operational applications.
- Standard Committee
- C/SABSC - Standards Activities Board Standards Committee
- Status
- Active PAR
- PAR Approval
- 2026-06-04
Working Group Details
- Society
- IEEE Computer Society
- Standard Committee
- C/SABSC - Standards Activities Board Standards Committee
- Working Group
-
DOM - Data Observability Metrics and Service Level Agreements (SLAs) in Data as a Service (DaaS)
- IEEE Program Manager
- Jodi Haasz
Contact Jodi Haasz - Working Group Chair
- Xiaofeng Chen
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