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AIStor utilizes a distributed architecture that scales seamlessly across clusters, data centers, and clouds. This design allows it to support exabyte-scale deployments under a single namespace, effectively eliminating the petabyte walls encountered by other systems.
MinIO's streamlined architecture minimizes metadata bloat and POSIX overhead, which commonly starve GPUs. This ensures maximum throughput is delivered to AI training and inference workloads, making efficient use of infrastructure investments.
AIStor Tables unifies separate object storage, metastore infrastructure, and catalog synchronization by making tables and namespaces native primitives within the storage layer. This eliminates the need for external metastores like Hive or Glue, reducing complexity and operational overhead.
While S3 is the primary method for sending data to AIStor, it also supports other messaging options. These include SFTP and Kafka, providing flexibility for various data ingestion pipelines.
AIStor is built for mission-critical workloads and offers 99.999999999% (11 nines) data durability. This is complemented by comprehensive security controls and global replication to ensure data integrity and availability.
AIStor Tables provides full ACID (Atomicity, Consistency, Isolation, Durability) guarantees for transactions. This ensures data integrity and reliability for concurrent AI workloads, schema evolution, and time travel for reproducible training runs.
Source: min.io