Monitoring and Audit
Baidu AI Cloud Object Storage (BOS) offers storage and query capabilities for access logs, along with transparent bucket operation logs to support enterprise data monitoring and audit requirements.
Log archiving
When accessing Baidu AI Cloud Object Storage (BOS), it will generate a large volume of access logs. You can use the log archiving function to generate log files according to a fixed naming rule on an hourly basis and written to the user-specified bucket. For stored logs, you can analyze them through Baidu AI Cloud Log Service or by building a Spark cluster. For more information, please refer to Set Access Logs.
Real-time log query analysis
By integrating with the Baidu AI Cloud Log Service (BLS), you can query BOS real-time logs. You can perform operation audit, access statistics, abnormal event tracing, and issue localization for BOS access via the BLS console. The real-time log query function can significantly improve your work efficiency and support decision-making based on data. For more information, please refer to Baidu AI Cloud Log Service (BLS).
Operation log audit
Baidu CloudTrail (BCT) delivers platform operation logs to Baidu AI Cloud Log Service (BLS) in near real-time for relevant analysis and audit services. CloudTrail can record and store Baidu AI Cloud BOS platform operation logs in near real-time, enabling supervision, compliance checks, operation audits, and risk audits for cloud accounts. With CloudTrail, you can record logs, and continuously monitor and retain account activities related to operations across the entire cloud infrastructure. For more information, please refer to CloudTrail.
CloudTrail provides query capabilities for operation records performed through the cloud management console. This event history simplifies security analysis, resource change tracking, and troubleshooting. For more information, please see the overview of platform operation logs.
Monitor service
BOS is deeply integrated with Baidu Cloud Monitor (BCM) to provide you with monitoring data indicators in terms of basic system operating status, performance, and metering, and also provides custom alarm services to help you track requests, analyze usage, count business trends, and timely discover and diagnose related system issues. For more information, please refer to Cloud Monitor Operation Guide.
Image audit
Data stored on BOS may include inappropriate contents, such as pornography, violent terrorism, political sensitivity, or advertisements. If you require better identification, detection, and audit of illegal or non-compliant data, you can utilize the image audit service to automatically detect and audit images stored in BOS, to determine whether specified bucket images contain inappropriate content, such as pornography, violent terrorism, political sensitivity, advertisements, or offensive material, while provide confidence scores. It also supports intelligent recognition of image quality, including clarity and aesthetics, to help filter out low-quality images. Audit dimensions support customization and flexible combinations, with high model accuracy, rapid response, and continuous learning for improving precision, to significantly reduce audit manpower and enhance processing efficiency. For more information, please refer to Image Audit Service.