MinIO Blog

MLflow Model Registry and MinIO

MLflow Model Registry integration for managing ML models with MinIO artifact storage

AI/ML

Integrations & Partners

Introducing MinLZ compression algorithm

Custom MinLZ compression algorithm optimized for mixed data types in object storage

AIStor

Operations

The True Cost of Cloud: How One Cybersecurity Company Found a Better Alternative with MinIO AIStor

A cybersecurity firm faced soaring cloud costs and performance bottlenecks with AWS S3 as their log data grew to a multi-exabyte scale. They adopted MinIO AIStor for high-performance, S3-compatible object storage, cutting costs and boosting efficiency.

AIStor

Case Studies & Solutions

Deploying Models to Kubernetes with AIStor, MLflow and KServe

Deploy ML models from local testing to Kubernetes at scale using AIStor, MLflow & KServe orchestration

AI/ML

Unlocking AI/ML Performance with AMD + MinIO

MinIO + AMD: Unlocking AI/ML performance with EPYC processors & NVMe drives for high-throughput workloads

AI/ML

Integrations & Partners

AIStor

Performance

Architect’s Guide to Open Table Formats and Object Storage

Lakehouse architecture guide: Compare Iceberg/Delta/Hudi formats with object storage for AI/analytics workloads

Integrations & Partners

Apache Ecosystem

Architecture & Design Patterns

The Architect’s Guide to Understanding Agentic AI

Architect's guide to agentic AI—LLMs orchestrate control plane & tools plane for automated business process execution

AI/ML

AIStor on RedHat OpenShift for Local development

Deploy AIStor on Red Hat OpenShift locally using CodeReady Containers (CRC) for rapid development & testing

Kubernetes & Containers

Integrations & Partners

Operations

Cloud Infrastructure

Architecture & Design Patterns

The Definitive Guide to Lakehouse Architecture with Iceberg and AIStor

Comprehensive guide to lakehouse architecture combining Iceberg table format with AIStor for analytics

Apache Ecosystem

Data Lakes & Analytics

Model Checkpointing using Amazon’s S3 Connector for PyTorch and MinIO

Configure AWS S3 Connector for PyTorch to save model checkpoints directly to MinIO object storage

AI/ML

Architecture & Design Patterns

Storage & Infrastructure

Iterable-Style Datasets using Amazon’s S3 Connector for PyTorch and MinIO

Iterable-style datasets with S3 Connector for PyTorch—stream training data efficiently from MinIO for large models

AI/ML

Architecture & Design Patterns

Storage & Infrastructure

Demystifying Amazon S3 Tables: Why AIStor Makes Special Buckets Unnecessary

AIStor eliminates AWS S3 Tables limitations with uniform performance across all buckets

AIStor

Cloud Infrastructure

AIStor Best Practices for Updates and Restarts

AIStor updates run in parallel with sub-second restarts—zero downtime even at scale across hundreds of nodes

Architecture & Design Patterns

Operations

Exness: Managing petabytes of trading data with MinIO

Exness case study managing petabytes of trading data with on-prem MinIO for cost savings

AI/ML

Case Studies & Solutions

Build a CI/CD Pipeline for your AI/ML infrastructure

Build MinIO CI/CD pipeline with Packer & Jenkins—bake images with Infrastructure as Code for automated deployments

Operations

Kubernetes & Containers

Cloud Infrastructure

Integrations & Partners

Architecture & Design Patterns

The most powerful S3 API ever? Introducing the Prompt API.

PromptObject API lets you "talk" to unstructured objects using natural language—AI-powered data interactions

AIStor

MinIO’s S3 over RDMA Initiative: Setting New Standards in Object Storage for High-Speed AI Data Infrastructure

S3 over RDMA reduces CPU overhead for 400GbE networking in GPU-intensive workloads

AIStor

Chat With Your Objects Using the Prompt API

Conversational AI interface for natural language queries against object storage data

AIStor

The Most Powerful Version of MinIO Ever - Introducing AIStor

AIStor product launch introducing promptObject API, S3 over RDMA, and AIHub repository

AIStor

Repatriating AI Workloads: An On-Prem Answer to Soaring Cloud Costs

Economic and performance case for repatriating AI workloads from cloud to on-prem

AI/ML

Cloud Infrastructure

Map-Style Datasets using Amazon’s S3 Connector for PyTorch and MinIO

Using S3 Connector for PyTorch to create map-style datasets with MinIO

AI/ML

Architecture & Design Patterns

Storage & Infrastructure

AI Data Workflows with Kafka and MinIO

Building event-driven architectures with Kafka message queues and MinIO object storage

AI/ML

Apache Ecosystem

Operations

Replication, Data Consolidation, and Data Migration

How Parsec and MinIO simplify large-scale data replication, migration, consolidation, and cloud exit

Case Studies & Solutions

Working with Small Objects in AI/ML workloads

How MinIO handles small file performance with erasure coding and inline metadata

Performance

Operations