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MinIO Blog Posts

Accelerating Issue Resolution With A Modern Data Lakehouse Built on AIStor
AMD, a global leader in high-performance computing, graphics, and semiconductor technologies, faced challenges...
David Koppe
11 December 2025
MinIO AIStor logo above a plus sign and Model Context Protocol text with colored paint strokes border.
Model Context Protocol (MCP) Server for AIStor: How it works
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MCP server how it works—Model Context Protocol translates natural language to SDK calls for AIStor management
AI/ML
AIStor
Logos of MinIO AIstor and Iceberg with blue abstract art on the sides on white background.
The Case for On-Prem Iceberg: Cost, Control, and Performance
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On-prem Iceberg case: Cost control & performance—avoid cloud bills, maintain sovereignty, deliver 2.2 TiB/s throughput
AIStor
Integrations & Partners
Apache Ecosystem
MinIO AIStor logo with plus symbol and Model Context Protocol text and icon on white and colorful brush background.
Model Context Protocol (MCP) Server for AIStor: administration functions
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Natural language cluster administration using MCP server for health and configuration management
AI/ML
AIStor
MinIO AIStor logo above plus sign and Model Context Protocol text with colorful brush strokes on sides.
Introducing Model Context Protocol (MCP) Server for MinIO AIStor
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Model Context Protocol lets you manage AIStor with natural language via Claude/ChatGPT—no CLI needed
AI/ML
AIStor
MINIO AI'STOR NVIDIA logos over colorful smoke and GPU chip on dark background.
Enterprise AI Infrastructure Made Easy with AIStor and NVIDIA GPUs
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AIStor integrates NVIDIA GPU Operator to automate GPU setup & management for AI workloads in Kubernetes
AI/ML
AIStor
Text reading Introducing MINLZ compression algorithm with blue and teal textured paint on sides.
Introducing MinLZ compression algorithm
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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
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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
Text 'Unlocking AI/ML Performance with MINIO + AMD' with blue paint strokes on sides.
Unlocking AI/ML Performance with AMD + MinIO
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MinIO + AMD: Unlocking AI/ML performance with EPYC processors & NVMe drives for high-throughput workloads
AI/ML
Integrations & Partners
AIStor
Performance
Red hexagonal container emitting swirling streams of floating cubes and spheres in a light futuristic environment.
Demystifying Amazon S3 Tables: Why AIStor Makes Special Buckets Unnecessary
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AIStor eliminates AWS S3 Tables limitations with uniform performance across all buckets
AIStor
Cloud Infrastructure
Minio AI Stor promptObject logo with colorful paint brush strokes on white background.
The most powerful S3 API ever? Introducing the Prompt API.
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PromptObject API lets you "talk" to unstructured objects using natural language—AI-powered data interactions
AIStor
MinIO AI Store logo with the text 'S3 over RDMA' below it on a white background.
MinIO’s S3 over RDMA Initiative: Setting New Standards in Object Storage for High-Speed AI Data Infrastructure
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S3 over RDMA reduces CPU overhead for 400GbE networking in GPU-intensive workloads
AIStor
Chat With Your Objects Using the Prompt API
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Conversational AI interface for natural language queries against object storage data
AIStor
MinIO AIStor logo on a dark background with colorful smoke effects on corners.
The Most Powerful Version of MinIO Ever - Introducing AIStor
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AIStor product launch introducing promptObject API, S3 over RDMA, and AIHub repository
AIStor
MINIO logo in red above a white stylized armadillo icon on a blue digital cube background.
From Storage to AI Insights: Streamlining Data Pipelines with MinIO and Polars
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High-performance data preprocessing with Polars DataFrame library and MinIO integration
Data Lakes & Analytics
AIStor
MINIO logo over dark grid background with two groups of shapes connected by a box labeled IF with a checkmark.
Leading the Way: MinIO's Conditional Write Feature for Modern Data Workloads
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Safe concurrent writes using If-Match and If-None-Match HTTP headers for data consistency
Data Lakes & Analytics
AIStor
Colorful digital lines flowing into a block of glowing binary code on a dark grid background.
Data and Drive parity on AIStor
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Flexible erasure code configuration for custom data and parity drive ratios per deployment
Performance
Operations
AIStor
MinIO DataPOD logo with red and white text over a flowing purple and blue abstract background.
The MinIO DataPod: A Reference Architecture for Exascale
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DataPod: MinIO's 100PB reference architecture blueprint for exascale AI—validated with major customers
AI/ML
Architecture & Design Patterns
Storage & Infrastructure
AIStor
MinIO AI Stor logo with a colorful smoky background in purple and orange hues.
MinIO AIStor Feature Set
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Introduction to AIStor's exascale AI storage capabilities and architecture
AIStor
Text 'MINIO Cache' on a rounded rectangle over colorful abstract cloud-like background.
MinIO Cache: A Distributed DRAM Cache for Ultra-Performance
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Intelligent caching layer accelerates frequently accessed data for improved query performance
AI/ML
AIStor
MINIO Erasure Code Calculator text centered with abstract digital code and light streaks on sides.
A Guided Tour of the MinIO Erasure Code Calculator
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Interactive calculator tool for planning erasure code configurations and capacity
Architecture & Design Patterns
Operations
AIStor
MINIO SUBNET Healthcheck and Performance text on a blue digital network background.
SUBNET HealthCheck and Performance
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SUBNET support platform with health diagnostics and performance testing for enterprise deployments
AIStor
Collage of data dashboards and command-line interface screens with charts, lists, and metrics in a red background.
A Great Group of GUIs
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Console UI redesign provides intuitive management for enterprise object storage operations
Operations
AIStor
Featured
A Global Telecommunications Leader and MinIO AIStor: Powering the Next Generation of Data Lakehouse for Analytics and AI
Our customer, a global telecommunications leader, established a Data Platform team to transform blah blah blah blah and other stuff that is interesting.
Featured
A Global Telecommunications Leader and MinIO AIStor: Powering the Next Generation of Data Lakehouse for Analytics and AI
Our customer, a global telecommunications leader, established a Data Platform team to transform blah blah blah blah and other stuff that is interesting.
Featured
Federal AI Readiness: Why Data Infrastructure Matters More Than Algorithms
Federal agencies need unified data governance and infrastructure before AI algorithms
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