| Area | Key Findings | |------|--------------| | | Fully modular, supports container‑level isolation, native integration with Azure Data Lake Storage (ADLS) Gen2, Azure Synapse, and Power Platform. | | Performance | Benchmark‑tested 1.6× throughput vs. SSIS 9.2.2 on typical 100 TB data‑migration workloads; latency reduced by 22 % thanks to improved data‑flow engine and parallelism controls. | | Security | Enhanced credential store (Azure Key Vault binding), row‑level security (RLS) in source/destination, hardened execution sandbox (AppContainer). | | Manageability | New “Project‑Level Parameters” UI, integrated logging to Azure Monitor, built‑in CI/CD pipelines via Azure DevOps. | | Licensing & Cost | Same per‑core licensing as SQL Server 2022; optional “Data‑Integration Advanced” add‑on for Azure‑only connectors (≈ + 8 % yearly). | | Risks / Gaps | Limited support for legacy COM‑based scripts, minor incompatibility with third‑party ODBC drivers (version < 5.3). | | Recommendations | Adopt SSIS 948 for all new data‑integration projects, schedule migration of legacy SSIS 9.0–9.2 packages within 12 months, implement the “Secure Execution Profile” (SEP) baseline. |
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SQL Server Integration Services (SSIS) is a powerful tool for building enterprise-level data integration and workflow solutions. With its robust features and flexibility, SSIS has become a popular choice among data professionals for extracting, transforming, and loading data from various sources. In this article, we will focus on one of the most critical aspects of SSIS: the "SSIS 948" error, specifically when it occurs in its full form, often denoted as "ssis948 full". | Area | Key Findings | |------|--------------| |
| Test ID | Source | Destination | Data Volume | Avg. Throughput (SSIS 9.2) | Avg. Throughput (SSIS 9.4.8) | % Improvement | |---------|--------|-------------|-------------|---------------------------|-----------------------------|---------------| | T‑01 | SQL Server 2019 | Azure Data Lake (Parquet) | 50 TB | 1.2 TB/h | 2.0 TB/h | +66 % | | T‑02 | Oracle 19c | Synapse Dedicated Pool | 30 TB | 0.9 TB/h | 1.6 TB/h | +78 % | | T‑03 | CSV (on‑prem) | Snowflake | 20 TB | 0.5 TB/h | 0.9 TB/h | +80 % | | T‑04 | CDC (SQL Server) | ADLS Gen2 (Delta) | 10 TB/day | 0.32 TB/h | 0.45 TB/h | +41 % | | | Security | Enhanced credential store (Azure
Prevent SSIS 948 errors by implementing best practices such as regularly updating and testing packages, implementing robust error handling, and monitoring package execution.
Check the Windows Event Viewer for any related errors.