A method for storing large unstructured data (images, videos, PDFs) commonly used in multimodal systems.
How It Works
Blob storage systems are designed to handle large binary objects like images, videos, and documents. They provide scalable, redundant storage with high throughput access, making them ideal for multimodal data platforms.
Technical Details
Blob storage typically offers flat namespace organization with container/blob hierarchy. Objects are stored with metadata and accessed via HTTP/HTTPS endpoints. Systems like Azure Blob Storage, Amazon S3, and Google Cloud Storage implement advanced features like versioning, lifecycle management, and access controls.
Best Practices
Organize blobs using consistent naming conventions
Implement appropriate access control policies
Use content-type metadata to identify file types
Enable versioning for critical data
Implement lifecycle policies to manage storage costs
Common Pitfalls
Overlooking security configurations, leading to exposed data
Inefficient organization leading to management challenges
Not planning for storage growth and associated costs
Ignoring backup and disaster recovery strategies
Failing to optimize for access patterns
Advanced Tips
Use CDNs with blob storage for faster content delivery
Implement server-side encryption for sensitive data
Utilize pre-signed URLs for temporary access
Consider multi-region replication for global availability
Use event triggers to process blobs automatically upon upload