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Database Autonomy Service:DAS product matrix

Last Updated:Nov 04, 2025

We have upgraded the Database Autonomy Service (DAS) product system to better meet your database management needs. The new system features a clearer architecture, more powerful capabilities, and flexible billing models to provide a more professional and intelligent service.

Core changes

Service tiers with enhanced capabilities

  • Basic Service is free. It includes basic operations and maintenance (O&M) features, such as infrastructure monitoring and detailed analysis of slow SQL statements. This helps you quickly understand the status of your database.

  • High-value services are now independent. Advanced features from the original Basic Service are now part of the new O&M Service. These features include transaction lock analysis, automatic SQL optimization, and automatic SQL throttling. We also introduced a new Security Service that provides security features such as whitelist management and sensitive data detection. These services are optimized to improve performance and expand coverage, offering more precise and stable protection for your databases.

AI-driven DAS Agent for a new era of intelligent management

DAS Agent is a fully managed, intelligent assistant for database management. It supports databases on Alibaba Cloud, self-managed databases, and databases on other clouds. It uses AI to automatically optimize performance, predict risks, and provide one-stop O&M. This simplifies your database management.

Audit Log Service continuously enhanced for easy compliance

To meet data security and compliance requirements, the Enterprise Edition of the audit log service now offers multi-AZ backup and long-term log retention as part of its compliance audit service. These enhancements help you satisfy requirements for personal information protection, classified cybersecurity protection, and overseas regulations, and simplify how you address audit challenges.

Product system

Version

Key features

Billing model

Basic Service

  • Infrastructure monitoring service

  • Basic O&M capabilities such as slow SQL statement details, Session Manager, recent deadlock analysis, and storage capacity management

  • Free

O&M Service

  • Includes all features of Basic Service

  • Provides additional advanced capabilities such as slow query log template analysis, full lock analysis, and automatic SQL optimization

  • Subscription by instance

Security Service

  • Security audit (attack detection and protection)

  • Whitelist/weak password detection

  • Database security capabilities such as sensitive data detection and column encryption

  • Pay-as-you-go by resource

  • Subscription by resource

  • Subscription by instance

Audit Log Service

  • Log analysis instance: original V0/V1/V2/V3 audit logs

  • Compliance audit service: new capabilities such as multi-AZ backup and long-term log retention, and supports accidental deletion recovery in some scenarios

  • Pay-as-you-go by resource

  • Subscription by resource

DAS Agent

  • DAS Agent automatically and intelligently uses the features you have enabled from the services above. It acts as your fully managed, one-stop, intelligent assistant for O&M and security management.

  • Subscription by account/inference resource

  • Pay-as-you-go by inference resource

Feature checklist

Feature

Description

Basic Service

O&M Service

Audit Log Service

Security Service

DAS Agent

24/7 anomaly detection

Uses machine learning and fine-grained monitoring data to automatically perform 24/7 anomaly detection. No manual setup is required.

✔️

✔️

✔️

✔️

DAS Agent can use any enabled feature from Basic Service, O&M Service, Security Service, and Audit Log Service to provide intelligent diagnostics and O&M.

Performance Trend

Provides a rich set of performance metrics and supports custom charts. It offers powerful diagnostic capabilities to promptly detect events in database instances, automatically diagnose them, and provide root cause analysis and suggestions. You can also select a time range for manual diagnostics.

✔️

✔️

✔️

✔️

Dashboard

Select the database instances and metrics to monitor. Compare metrics across different database instances and use multi-metric filter interaction to monitor the running status of your instances.

✔️

✔️

✔️

✔️

Real-time performance dashboard

View the real-time performance of all connected instances.

✔️

✔️

✔️

✔️

Inspection score

Performs daily scheduled inspections and scoring for all database instances. You can also manually start an inspection for selected instances and time ranges to understand their running status.

✔️

✔️

✔️

✔️

Configure alerts

Use the Database Autonomy Service (DAS) Alerting service to customize alert rules and templates. When a database instance triggers an alert rule, DAS automatically sends an alert.

✔️

✔️

✔️

✔️

Quick diagnostics

When a database fault occurs, use the quick diagnostics feature to quickly diagnose database performance over a selected time period. This gives you a clear overview of the performance and helps you quickly locate the cause of the anomaly.

✔️

✔️

✔️

✔️

Diagnostic report

Start a diagnosis for an instance's running status over a specified time period. This helps you assess the instance's health from multiple aspects, such as slow query logs, tablespaces, and performance trends, to quickly locate anomalies.

✔️

✔️

✔️

✔️

Autonomy center

In the autonomy center, you can directly view anomalous activities, optimization events, Auto Scaling events, and other events that occurred within a selected time range.

✔️

✔️

✔️

✔️

Automatic storage expansion

When database storage space is insufficient, set a storage space threshold. When the storage space reaches the threshold, the system automatically scales out the storage. This ensures that data can be written normally without loss and prevents database crashes from affecting your business.

✔️

✔️

✔️

✔️

Automatic performance scaling

When database traffic increases and computing resources are insufficient, you can automatically scale out the instance type of your database instance to quickly adapt to peak traffic. It also supports scaling in the instance type when traffic decreases to avoid resource waste.

✔️

✔️

✔️

✔️

Prediction-based Auto Scaling

Predicts performance metrics for the next 24 hours based on the instance's historical data from the past 10 days. It provides scale-out suggestions when the predicted metrics reach the threshold.

✔️

✔️

✔️

✔️

Scheduled Auto Scaling

If your business payload has periodic changes, such as high access volume during specific periods, or if a promotion is expected to cause a large amount of traffic, use scheduled Auto Scaling. You can scale out the instance type at a set time to handle changes in the database payload. After the scaling duration ends, the system restores the instance to its original type. This meets business needs while controlling costs.

✔️

✔️

✔️

✔️

Local resource Auto Scaling

When the average CPU utilization of a database instance reaches the set threshold within the observation window, DAS uses spare resources on the same host to scale out the number of CPU cores for the instance based on the set value.

✔️

✔️

✔️

✔️

Automatic storage scale-out

Insufficient database storage space can prevent data from being written, leading to data loss or even a database crash, which severely affects business operations. DAS supports automatic scale-out when the used storage space of a database instance is greater than or equal to the set threshold. The instance does not need to be restarted during the scale-out, so there is no impact on your business.

✔️

✔️

✔️

✔️

Session Manager

View real-time session information for a target instance and perform session O&M operations, such as ending sessions, 10-second SQL analysis, SQL throttling, and optimization.

✔️

✔️

✔️

✔️

Session management and analysis

View real-time session information for a target instance and perform session O&M operations, such as real-time transaction analysis, lock wait analysis, and session analysis.

✔️

Slow query log (details)

Basic Edition of the slow query log.

✔️

✔️

✔️

✔️

Slow query log (statistics)

Performs aggregation statistics and automatic tagging at the SQL template dimension based on detailed slow query log data. It provides multi-dimensional filtering to help you quickly locate problematic SQL statements.

✔️

Query administration

Uses offline data analytics technology to provide T+1 analysis and automatic tagging of slow SQL statement statistics. This helps you automatically classify slow SQL statements and prioritize their administration. It also provides administration suggestions and a data exporting feature.

✔️

Latency Insight

When troubleshooting faults and performance degradation in Tair (Redis OSS-compatible) database instances, use the Latency Insight feature. It collects latency statistics for all database commands and custom special events with microsecond-level precision. You can analyze the instance from the dimensions of event, time, and latency to quickly locate and fix faults.

✔️

Recent deadlock analysis

Analyzes the most recent deadlock log returned by SHOW ENGINE INNODB STATUS. If multiple deadlocks have occurred, DAS analyzes only the most recent one.

✔️

✔️

✔️

✔️

Full deadlock analysis

Periodically analyzes the error log, parses deadlock information from it, and performs a comprehensive deadlock analysis. You can also view deadlock trends and details for each deadlock within a specified time range.

✔️

Capacity assessment

Use the capacity assessment feature to view capacity assessment suggestions, performance capacity status, storage capacity usage, and remaining available time. This feature also uses machine learning and capacity algorithms to predict future storage space usage for your reference.

✔️

✔️

✔️

✔️

Space analysis

The space analysis feature provides a clear view of a database instance's space usage overview, remaining days of available space, and details about a table's space usage, space fragmentation, and space anomaly diagnosis.

✔️

✔️

✔️

✔️

Space analysis (automatic analysis and optimization)

Includes automatic analysis, custom analysis, and automatic fragmentation cleanup.

✔️

Performance Insight

Aggregates SQL information based on performance_schema and ProcessList. It helps you promptly detect performance issues and provides administration solutions to improve the performance and stability of your database system.

✔️

SQL throttling

Use SQL throttling to control the volume of database requests and the number of concurrent SQL statements to ensure service availability.

✔️

✔️

✔️

✔️

Automatic SQL throttling

Automatic SQL throttling automatically extracts SQL features and uses keywords to throttle problematic SQL statements.

✔️

SQL optimization

Automatically provides diagnostic results, optimization suggestions, and expected optimization benefits. You can decide whether to accept the suggestions based on the results.

✔️

Usage limits apply

✔️

Automatic SQL optimization

Automatically identifies problematic SQL statements, generates index optimization suggestions, and automatically creates indexes without causing table locks.

✔️

SQL Audit

Query and export various information corresponding to SQL statements.

✔️

SQL Explorer

Diagnose the health of SQL statements and troubleshoot performance issues.

✔️

Traffic replay and stress testing

Use the traffic replay and stress testing feature to determine if your database instance type needs to be scaled out. You can also verify the actual performance in real business scenarios to reduce the risk of faults after going online.

✔️

Related SQL identification

Uses machine learning to perform clustering and filtering on SQL statements, allowing you to quickly, efficiently, and accurately locate abnormal SQL statements.

✔️

Depends on SQL Explorer

SQL Review

Performs in-depth analysis of SQL statements running in a database instance. It displays index optimization suggestions, SQL rewrite suggestions, top SQL statements, new SQL statements, failed SQL statements, SQL feature analysis, SQL statements with execution changes, SQL statements with performance degradation, and top traffic tables.

✔️

Depends on SQL Explorer

Transaction analysis

View the transaction type, number of transactions, and transaction details for a specific thread within a specified time period. This helps you understand, analyze, and optimize database performance at the transaction level.

✔️

Depends on SQL Audit

Quick transaction analysis

Find the start and end statements of the transaction that contains the SQL statement you want to analyze. This helps you determine whether the transaction was committed or rolled back.

✔️

Depends on SQL Audit

Security audit (new version)

Uses built-in security audit rules to deeply uncover various potential risks and hidden dangers in the database. This provides strong protection for the secure operation of the database.

✔️

✔️

Based on Audit Log

Security baseline detection

Detects and fixes security risks for database instances in different regions and with different engines. It presents the detection results in an intuitive way to ensure database security at the configuration level.

✔️

Security management (SSL Certificate)

The SSL Certificate feature in security management synchronizes and analyzes control data to centrally display your database instances and their Secure Sockets Layer (SSL) information for unified management.

✔️

Sensitive data detection

Provides a solution for identifying sensitive data in databases. Built-in industry-specific identification templates can detect if sensitive data exists in an instance. You can also customize identification templates based on the built-in ones.

✔️

Column encryption

Configure encryption for data columns to ensure that sensitive column data in the database is securely protected. Authorized users can access the plaintext data of encrypted columns after decryption through an always-confidential client.

✔️

Database Q&A

DAS Agent can use any enabled feature from Basic Service, O&M Service, Security Service, and Audit Log Service to provide intelligent diagnostics and O&M.

✔️

Open-ended exploratory analysis

Analysis and diagnosis of custom issues.

✔️