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Articles from stack8s on sovereign AI, hybrid cloud architecture, and practical GPU economics.

06 May 20231 min read

How to Use NVIDIA GPUs for Kubernetes Deployments

To use NVIDIA GPUs for Kubernetes pods, follow these steps: 1. Install the NVIDIA Container Toolkit on your Kubernetes nodes. This toolkit provides a set of NVIDIA drivers, libraries, and tools that enable GPU support in containers. 2. Configure your Kubernetes cluster to use the NVIDIA device plugin. This plugin allows Kubernetes to discover and use the GPUs available on each node. 3. Create a Kubernetes pod that specifies the GPU re

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05 May 20233 min read

Top 5 NoSQL Databases to use for Big Data Analytics on Kubernetes

There are numerous NoSQL databases available for use with big data on Kubernetes, and each has its own set of pros and cons. However, here are five popular NoSQL databases and a comparison of their advantages and disadvantages: Apache Cassandra Apache Cassandra is a distributed NoSQL database that is designed to handle large volumes of data across multiple nodes. Some of the pros and cons of using Apache Cassandra for big data on Kubernetes include: Pros: * High availability and fault tole

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05 May 20232 min read

Sound Analytics on the Edge for Predictive Maintenance in Critical Infrastructure

In today's world, the efficient and uninterrupted operation of critical infrastructure, such as power plants, transportation systems, and manufacturing facilities, is essential for maintaining the smooth functioning of modern society. However, these systems often face challenges such as aging equipment, high maintenance costs, and the risk of unplanned downtime. One approach to mitigating these challenges is predictive maintenance, a technique that uses machine learning (ML) and artificial inte

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04 May 20232 min read

Boosting Big Data Analytics with Dask and RAPIDS

Introduction In today's data-driven world, organizations are dealing with increasingly massive datasets, requiring powerful tools to efficiently process and analyze them. Traditional data analytics frameworks may struggle to handle such large-scale data. However, by combining Dask and RAPIDS, data scientists and analysts can unlock the potential for accelerated big data analytics. In this article, we will explore how Dask and RAPIDS can revolutionize your data analytics workflow. Understandi

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02 Mar 20232 min read

How can Remote Patient Management Reduces Strain on the Healthcare system

The healthcare system in the UK is under immense pressure due to various reasons, including an aging population, chronic diseases, and a shortage of medical professionals. In such a scenario, remote patient management has emerged as a viable solution to ease the strain on the healthcare system. Remote patient management refers to the use of digital technologies to monitor and manage patients' health remotely. It involves the use of various devices, such as wearables and sensors, that collect an

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