MinIO Blog

AI/ML Reproducibility with lakeFS and MinIO

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AI/ML Reproducibility with lakeFS and MinIO

This post was written in collaboration with Amit Kesarwani from lakeFS. The reality of running multiple machine learning experiments is that managing them can become unpredictable and complicated - especially in a team environment. What often happens is that during the research process, teams constantly change configuration and data between experiments. For example, try several training sets and several hyperparameter

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Event Notifications vs Object Lambda

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Event Notifications vs Object Lambda

As we were writing the blogs on Event Notifications and Object Lambda we came to a realization of why there are two different features doing almost the same thing? Or are they? What is the difference between the Greek Lambda and Lightning Bolt?

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How to Back Up with Restic and MinIO

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How to Back Up with Restic and MinIO

Every system needs to be backed up because there are countless ways to lose local filesystem data and configurations. That loss can be devastating  – potentially resulting in revenue loss, dissatisfied customers and even costly litigation. The statistics are pretty bleak – sixty percent of businesses that suffer a data loss event close within six months and ninety-three percent of companies that

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Achieving Your Data Strategy with MinIO

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Achieving Your Data Strategy with MinIO

In the Harvard Business Review's recent How Companies Think About Data, Leandro DalleMule and Thomas H. Davenport present "a framework for building a robust data strategy that can be applied across industries and levels of data maturity." The framework draws on their experience at AIG, a global insurance company where Mr. DalleMulle is CDO, combined with

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Generative AI for the Enterprise

Generative AI for the Enterprise

Introduction Generative AI represents the latest technique an enterprise can employ to unlock the data trapped within its boundaries. The easiest way to conceptualize what is possible with Generative AI is to imagine a customized Large Language Model - similar to the one powering ChatGPT - running inside your firewall. Now, this custom LLM is not the same as the

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Deploying MinIO Tenant and Lab considerations

AJ AJ on Kubernetes |
Deploying MinIO Tenant and Lab considerations

Today we’ll talk how we use our local lab to test some of the key features and functionality to not only show you but also hopefully inspire you to elevate the technology and processes in your lab too that can make debugging any application a piece of cake.

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An Unintended Consequence of the AI/ML Revolution - Power Shifts in the Enterprise

An Unintended Consequence of the AI/ML Revolution - Power Shifts in the Enterprise

A lot of ink has been spilled on the significance of the AI/ML technology wave (here are our posts). What doesn’t get attention, but probably should, is how AI/ML is remaking the technology power structure inside the enterprise. As companies reorganize around a data-centric orientation, they are also reorganizing who makes and executes the technology architecture. While

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Confluent Platform with MinIO Tiered Object Storage Throughput Benchmark

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Confluent Platform with MinIO Tiered Object Storage Throughput Benchmark

Confluent, Intel and MinIO conducted benchmarking and certification testing for MinIO Tiered Object Storage for Kafka storage. This blog post describes the observations and results of testing MinIO object storage as a backend for the tiered storage feature of Confluent Platform 7.1.0 on servers equipped with third generation Intel Xeon Scalable processors. The scope of these tests was

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