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Cloud Cost Optimization for ML Workloads With NVIDIA DCGM
Introduction Running machine learning (ML) workloads in the cloud can become prohibitively expensive when teams overlook resource orchestration. Large-scale data ingestion, GPU-based inference, and ephemeral tasks often rack up unexpected fees. This article offers a detailed look at advanced strategies for cost management, including: Dynamic Extract, Transfer, Load (ETL) schedules using SQL triggersand partitioning...
Published on: May 08, 2025 | Source:
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How to Configure and Customize the Go SDK for Azure Cosmos DB
The Go SDK for Azure Cosmos DB is built on top of the core Azure Go SDK package, which implements several patterns that are applied throughout the SDK. The core SDK is designed to be quite customizable, and its configurations can be applied with the ClientOptions struct when creating a new Cosmos DB client object using NewClient (and other similar functions). If you peek inside the azcore.ClientOptions struct, you will...
Published on: May 08, 2025 | Source:Free GenAI 65-Hour Bootcamp
Generative AI is revolutionizing how we create, learn, and interact with digital content. From intelligent chatbots and personalized language tutors to realistic image generation and interactive story engines, the applications are endless. We just pu...
Published on: May 08, 2025 | Source:A Brief Introduction to Web Components
In a previous article, I gave a brief introduction to React. This tutorial introduces an alternative approach to building a component-based frontend. It covers the fundamentals of Web Components to build modular, reusable elements for your web applic...
Published on: May 08, 2025 | Source:Testing SingleStore's MCP Server
Model Context Protocol (MCP) appears to be gaining traction since its release in 2024. SingleStore recently released an official MCP Server, and this article will show how to install, configure, and run this from the CLI using a freely available tool called MCPHost.
Published on: May 08, 2025 | Source:Best practices for third-party data acquisition: powering AI context
This post explores crucial lessons learned in the trenches of data licensing, drawing insights from Stack Overflow and the growing importance of socially responsible data practices in a changing internet landscape.
Published on: May 08, 2025 | Source:Scalable System Design: Core Concepts for Building Reliable Software
System design refers to the process of defining and creating a high-level architecture that meets certain requirements related to performance, scalability, availability, maintainability, and more. Based on my learnings and experience so far as a senior software engineering leader, I have tried to summarize the key concepts of software system design. Here are some of the most important concepts youโll encounter when...
Published on: May 08, 2025 | Source:A new look for whatโs next
The world has changed a lot since Stack Overflow started. It's time for our brand to change with it.
Published on: May 08, 2025 | Source:Start Coding With Google Cloud Workstations
Google Cloud Workstations provide powerful, managed solutions for modern software development. By offering secure, consistent, and accessible cloud-based development environments, they tackle common frustrations associated with local setups, like configuration drift, dependency issues, and security concerns. Utilizing containerization and Google Cloud's scalable infrastructure, Workstations empower developers to code...
Published on: May 08, 2025 | Source:Getting Started With GenAI on BigQuery: A Step-by-Step Guide
Overview Companies are continuously looking for methods to extract important information from their continuously growing databases. Machine learning has become a game-changer in this mission, allowing us to predict user behavior, discover emerging trends, and automate complex decision-making. Google Cloud's BigQuery ML has completely redefined the way we deal with ML by bringing model training directly to the data...
Published on: May 08, 2025 | Source:Artificial Intelligence, Real Consequences: Balancing Good vs Evil AI [Infographic]
Editor's Note: The following is an article written for and published in DZone's 2025 Trend Report,Generative AI: The Democratization of Intelligent Systems. A tale as old as time: good versus evil. Today, every developer faces the internal monologue of "good" vs. "bad" artificial intelligence โ ethical vs. unethical, productive vs. unproductive, efficiency vs. job security. It's impossible to move forward without...
Published on: May 08, 2025 | Source:๐ณ Supercharge Your Docker Workflow with the Container Optimization Tool (COT)
submitted by /u/thebitchhunterishere [link] [comments]
Published on: May 08, 2025 | Source:Moving beyond velocity: Measuring real business impact
How can engineering teams move beyond traditional metrics like velocity to create real business impact?
Published on: May 08, 2025 | Source:Top Book Picks for Site Reliability Engineers
I believe reading is fundamental. site reliability engineers (SREs) need to have deep knowledge in a wide range of subjects and topics such as coding, operating systems, computer networking, large-scale distributed systems, SRE best practices, and more to be successful at their job. In this article, I discuss a few books that will help SREs to become better at their job. 1. Site Reliability Engineering, by the Google...
Published on: May 07, 2025 | Source:Power up your LLMs: write your MCP servers in Golang
MCP is everywhere, due to the great capabilities it can offer to LLMs. Enabling them to trigger backend code is a game changer, but to really change the game, those backends must be robust, fast and observable. This is why imo Golang is a good candidate. You'll find in the link a demo of what can offer the MCP server module of Yokai framework. With it, you can easily expose HTTP and gRPC APIS, and now MCP. This simple...
Published on: May 07, 2025 | Source:Building Enterprise-Ready Landing Zones: Beyond the Initial Setup
Introduction Cloud providers offer baseline landing zone frameworks, but successful implementation requires strategic customization tailored to an organizationโs specific security, compliance, operations, and cost-management needs. Treating a landing zone as a turnkey solution can lead to security gaps and operational inefficiencies. Instead, enterprises should carefully design and continuously refine their landing...
Published on: May 07, 2025 | Source:Event-Driven Architectures: Designing Scalable and Resilient Cloud Solutions
Event-driven architectures (EDA) have been a cornerstone in designing cloud systems that are future-proofed, scalable, resilient, and sustainable in nature. EDA is interested in generation, capture, and response to events and nothing more, not even in traditional systems of request-response. The paradigm is most suitable to systems that require high decoupling, elasticity, and fault tolerance. In this article, I'll be...
Published on: May 07, 2025 | Source:The Ultimate Chaos Testing Guide
Introduction Ensuring system resilience and dependability has become a top goal in the quickly evolving field of software development. The complex interdependencies and unforeseen failure scenarios that occur in production contexts are frequently missed by standard testing techniques, despite their importance. Organizations can proactively identify vulnerabilities and fix them before they cause major disruptions by...
Published on: May 07, 2025 | Source:Spring Data JPA: How to bulk insert data
submitted by /u/Educational-Ad2036 [link] [comments]
Published on: May 07, 2025 | Source:Simplify Authorization in Ruby on Rails With the Power of Pundit Gem
Hi, I'm Denis, a backend developer. Iโve been recently working on building a robust all-in-one CRM system for HR and finance, website, and team management. Using the Pundit gem, I was able to build such an efficient role-based access system, and now I'd like to share my experience. Managing authorization efficiently became a crucial challenge as this system expanded, requiring a solution that was both scalable and easy...
Published on: May 07, 2025 | Source:Measuring the Impact of AI on Software Engineering Productivity
It is hard to imagine a time not long ago where AI has not been front and center of our everyday news, let alone in the software engineering world? The advent of LLMs coupled with the existing compute power catapulted the use of AI in our everyday lives and in particular so in the life of a software engineer. This article breaks down some of the use cases of AI in software engineering and suggests a path to investigate...
Published on: May 07, 2025 | Source:How the Go Runtime Preempts Goroutines for Efficient Concurrency
Go's lightweight concurrency model, built on goroutines and channels, has made it a favorite for building efficient, scalable applications. Behind the scenes, the Go runtime employs sophisticated mechanisms to ensure thousands (or even millions) of goroutines run fairly and efficiently. One such mechanism is goroutine preemption, which is crucial for ensuring fairness and responsiveness. In this article, we'll dive...
Published on: May 07, 2025 | Source:Learn Next.js by Coding Your Own Dropbox Clone โ Full Course
Building modern full-stack applications requires a strong grasp of various interconnected technologies. And what better way to learn than by creating a real-world project that mimics a widely used tool like Dropbox? Thatโs exactly what this new cours...
Published on: May 07, 2025 | Source:Code a Dropbox Clone with NextJS
Building modern full-stack applications requires a strong grasp of various interconnected technologies. And what better way to learn than by creating a real-world project that mimics a widely used tool like Dropbox? Thatโs exactly what this new cours...
Published on: May 07, 2025 | Source:Recursive Types in TypeScript: A Brief Exploration
It is said that there are two different worlds in TypeScript that exist side by side: the type world and the value world. Consider this line of code: const firstName: string = 'Maynard'; While firstName and 'Maynard' live in the value world, string ...
Published on: May 07, 2025 | Source:Cookies Revisited: A Networking Solution for Third-Party Cookies
Cookies are fundamental aspects of a web application that end users and developers frequently deal with. A cookie is a small piece of data that is stored in a userโs browser. The data element is used as a medium to communicate information between the web browser and the application's server-side layer. Cookies serve various purposes, such as remembering a userโs credentials (not recommended), targeting advertisements...
Published on: May 07, 2025 | Source:Behind the scenes: Community โmanagementโ at Stack Overflow
Community โmanagementโ at its core is supporting and enabling communities to manage themselves.
Published on: May 07, 2025 | Source:Behind the scenes: Community โmanagementโ at Stack Overflow.
Community โmanagementโ at its core is supporting and enabling communities to manage themselves.
Published on: May 07, 2025 | Source:Transforming AI-Driven Data Analytics with DeepSeek: A New Era of Intelligent Insights
Imagine standing under a waterfall with a single bucket. Thatโs what modern businesses face daily. Data pours in from every directionโcustomer interactions, IoT sensors, social media, transactionsโbut turning that deluge into actionable insights feels nearly impossible. By 2025, global data creation is projected to hit 149 zettabytes, yet less than 1% of this data is ever analyzed. The problem here isnโt just volume;...
Published on: May 07, 2025 | Source:The Front-End Performance Optimization Handbook โ Tips and Strategies for Devs
When youโre building a website, youโll want it to be responsive, fast, and efficient. This means making sure the site loads quickly, runs smoothly, and provides a seamless experience for your users, among other things. So as you build, youโll want to...
Published on: May 07, 2025 | Source:Medallion Architecture: Why You Need It and How To Implement It With ClickHouse
In todayโs fast-paced, data-driven world, businesses arenโt struggling with a lack of dataโtheyโre drowning in it. The challenge lies in managing, processing, and extracting value from this massive influx of information. Without a clear structure, data pipelines become tangled, unreliable, and hard to scale. This is where medallion architecture steps in.
Published on: May 07, 2025 | Source:How Patience Can Make You a Better Software Engineer
submitted by /u/Proper-Sprinkles9910 [link] [comments]
Published on: May 07, 2025 | Source:Kubeflow: Driving Scalable and Intelligent Machine Learning Systems
Kubeflow is a powerful cloud-native platform designed to simplify every stage of the Machine Learning Development Lifecycle (MDLC). From data exploration and feature engineering to model training, tuning, serving, testing, and versioning, Kubeflow brings it all together in one seamless ecosystem. By integrating traditionally siloed tools, it ensures that your machine learning workflows run smoothly from start to...
Published on: May 07, 2025 | Source:RATatouille: Popular NPM project backdoored with Remote Access Trojan (RAT)
First of all, I apologies for the Dad Pun, I really can't help it. TL;DR: rand-user-agent npm package was backdoored. RAT hidden via whitespace in dist/index.js. Executes on import: remote shell, file upload, PATH hijack. Affected versions: 1.0.110, 2.0.83, 2.0.84. npm token compromise โ not GitHub. On May 6 (yesterday) we detected the NPM package rand-user-agent had some crazy weird obfuscated code in dist/index.js....
Published on: May 07, 2025 | Source:Learn to Build a Sonic Themed Infinite Runner Game in TypeScript With KAPLAY
submitted by /u/Great_Law_2355 [link] [comments]
Published on: May 06, 2025 | Source: