Tag: Microservices
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Microservices for machine learning
Posted on August 7, 2025, Level intermediate Resource Length medium
Learn how author scaled my ML-powered finance tracker by breaking a monolithic design into microservices for better performance, maintainability, and deployment. Author's finance tracker project started with a simple idea: automatically categorize bank transactions using a text classification model. Author trained a basic logistic regression model on my transaction history, wrapped it in a Flask API, and called it done. By Ramya Boorugula.
Tags microservices machine-learning big-data cloud agile
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The myth of complexity: why microservice architecture doesn't work for you
Posted on August 5, 2025, Level beginner Resource Length medium
This article parks a debate about the appropriateness of the microservices approach. While microservices are often touted as the key to scalability and agility, author suggests that the architectural pattern can become a hindrance rather than a help, particularly if implemented without careful consideration. By Dorota Parad.
Tags microservices devops app-development web-development monitoring
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In 2026, 70% of Kubernetes clusters are just waiting to be forgotten
Posted on August 3, 2025, Level beginner Resource Length medium
New research reveals 70% of Kubernetes clusters become neglected within 18 months of deployment - a $9.2B cloud waste problem annually. Paradoxically, Kubernetes adoption continues growing (92% enterprise usage in 2025), with companies like Apple and OpenAI running massive node clusters. By dev engineer.
Tags microservices devops kubernetes containers monitoring
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Oracle lauds customers and cloud collaboration at CloudWorld '24
Posted on September 16, 2024, Level beginner Resource Length short
The Memorystore team is thrilled to announce the preview launch of Valkey 7.2 support on Memorystore to provide users with a truly open-source and high performance key-value service. The introduction of Memorystore for Valkey into the Memorystore portfolio alongside Memorystore for Redis Cluster and Memorystore for Redis is a direct response to customer demand, and is a game-changer for organizations seeking high-performance data management solutions relying on 100% open source software. By Kyle Meggs, Ping Xie.
Tags cloud microservices cio software-architecture
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Google Cloud launches Memorystore for Valkey
Posted on September 10, 2024, Level beginner Resource Length medium
The Memorystore team is thrilled to announce the preview launch of Valkey 7.2 support on Memorystore to provide users with a truly open-source and high performance key-value service. The introduction of Memorystore for Valkey into the Memorystore portfolio alongside Memorystore for Redis Cluster and Memorystore for Redis is a direct response to customer demand, and is a game-changer for organizations seeking high-performance data management solutions relying on 100% open source software. By Kyle Meggs, Ping Xie.
Tags database microservices google software-architecture
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Serverless use cases: How enterprises are using the technology to let developers innovate
Posted on September 7, 2024, Level beginner Resource Length medium
Serverless, or serverless computing, is an approach to software development that empowers developers to build and run application code without having to worry about maintenance tasks like installing software updates, security, monitoring and more. With the rise of cloud computing, serverless has become a popular tool for organizations looking to give developers more time to write and deploy code. By Mesh Flinders.
Tags infosec microservices ibm serverless
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Build an API for your front end using Pages Functions
Posted on April 17, 2024, Level intermediate Resource Length short
In this tutorial, you will build a full-stack Pages application. Your application will contain a front end, built using Cloudflare Pages and the React framework and a JSON API, built with Pages Functions, that returns blog posts that can be retrieved and rendered in your front end. By @cloudflare.com.
Tags cloud microservices serverless software-architecture apis devops
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How to build a custom API Gateway with Node.js
Posted on April 16, 2024, Level intermediate Resource Length short
In the era of microservices, where applications are divided into smaller, independently deployable services, managing and securing the communication between these services becomes crucial. This is where an API gateway comes into play. By Iroro Chadere.
Tags devops microservices software-architecture apis learning
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How Netflix really uses Java
Posted on March 20, 2024, Level intermediate Resource Length short
You probably know that Netflix is really just about RxJava microservices, with Hystrix and Spring Cloud. Really, Chaos Monkeys are just running the show. Paul Bakker discusses Netflix's use of Java, emphasizing the use of microservices, RxJava, Hystrix and Spring Cloud. By @infoq.com.
Tags java programming microservices software-architecture
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Monolithic to microservices: Advantages, disadvantages, and the real reason companies migrate
Posted on March 2, 2024, Level beginner Resource Length medium
Microservices grew in popularity from 2014 on—especially as companies like Netflix, Amazon, and Etsy made microservices a focal point both for their architectures and for their long-term abilities to iterate. Migration became the headline topic. If you were on a monolith, how were you going to migrate? When? It had to be soon. By Rich Moy.
Tags devops microservices apis app-development cio
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Mastering modern technology: A practical guide to DevOps, SRE, and Platform Engineering
Posted on March 1, 2024, Level intermediate Resource Length medium
In the rapidly evolving tech landscape, grasping the nuances of software system improvement and maintenance is more vital than ever. Key methodologies like DevOps, Site Reliability Engineering (SRE), and Platform Engineering are not just buzzwords; they're essential pillars in the realm of technology companies. Understanding these concepts can significantly impact your organization's efficiency and resilience. By Mat Caniglia.
Tags devops cloud monitoring microservices
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Micro frontend architecture: Helping you move from theory to practice with our workshop
Posted on September 30, 2023, Level beginner Resource Length long
In monolithic architectures, as applications grow in complexity, it may become increasingly difficult to maintain scalability, promote team collaboration, and ensure technology diversity. By nearform.com.
Tags microservices frontend web-development ux