Here is short info about post: Event stream processing is crucial for modern data-intensive applications, allowing real-time data ingestion, analysis, and action. Apache Kafka, a widely-used distributed streaming platform, offers robust support for building real-time data pipelines and streaming applications. Traditionally, Kafka required Zookeeper for managing distributed clusters, but with the introduction of KRaft mode, Kafka has removed this dependency, streamlining operations. Integrating Kafka in KRaft mode with RisingWave—a cloud-native streaming database—enables powerful, scalable, and real-time event stream processing. This article explores how to set up ... Integrating Apache Kafka in KRaft Mode With RisingWave for Event Stream Processing

Here is short info about post: In the modern landscape of DevOps, effective tracking and observability are crucial for ensuring the smooth operation of complex systems. As organizations scale, they encounter an increasing need to monitor, trace, and analyze various aspects of their CI/CD pipelines and the applications they support. Tools like Jenkins, Prometheus, and Observe provide powerful capabilities to achieve these goals. This article explores how to integrate Jenkins, Prometheus, and Observe for advanced tracking and observability, supported by coding examples. Introduction to Jenkins, Prometheus, ... Advanced Tracking and Observability with Jenkins, Prometheus, and Observe

Here is short info about post: Kotlin has become a popular choice for many developers due to its modern features, conciseness, and seamless interoperability with Java. Migrating microservices from Java to Kotlin can bring numerous benefits, such as improved code readability, reduced boilerplate code, and enhanced null safety. This article will guide you through the process of migrating microservices from Java to Kotlin, providing code examples and practical tips. Introduction to Kotlin and Its Advantages Before diving into the migration process, it’s essential to understand why ... How to Migrate Microservices From Java to Kotlin

Here is short info about post: Phishing attacks have become increasingly sophisticated, making it critical to protect users from malicious websites that attempt to steal sensitive information. One effective way to safeguard against phishing is by creating a real-time phishing website detector. In this article, we will guide you through the process of building such a detector on macOS using Python, along with coding examples. This comprehensive guide will help you understand the concepts, implement the solution, and deploy it for personal use. Understanding Phishing and ... How to Make a Real-Time Phishing Website Detector for macOS

Here is short info about post: Web3 has revolutionized various industries, and one of the most exciting applications is decentralized applications (dApps). In this guide, we’ll walk you through building a Web3 movie streaming dApp using Next.js, Tailwind CSS, and Sia’s Renterd. By the end of this tutorial, you’ll have a functional dApp where users can upload and stream movies in a decentralized manner. Prerequisites Before we dive into the code, ensure you have the following tools installed: Node.js (v14.x or higher) NPM (v6.x or higher) ... How to Build a Web3 Movie Streaming dApp using Next.js, Tailwind, and Sia Renterd

Here is short info about post: In the rapidly evolving fields of artificial intelligence and machine learning, one of the most significant advancements is the integration of vector search in Retrieval-Augmented Generation (RAG) and other generative AI applications. Vector search, which leverages high-dimensional vectors to represent data, has become indispensable for efficiently searching through vast datasets. This article delves into the mechanics of vector search, its relevance in RAG and generative AI, and provides coding examples to illustrate its application. What is Vector Search? Vector search ... Vector Search for RAG and Generative AI Applications

Here is short info about post: In the era of big data, exascale computing is the new frontier, offering the capacity to process data at a rate of one exaflop, or a billion billion (quintillion) calculations per second. This capability is crucial for applications in scientific research, artificial intelligence, and large-scale data analytics. However, harnessing this computational power requires a robust and scalable architecture to manage the massive amounts of data that accompany it. Enter the MinIO Datapod Reference Architecture—an innovative, high-performance object storage solution designed ... The MinIO Datapod Reference Architecture for Exascale Computing

Here is short info about post: Cross-Origin Resource Sharing (CORS) is a critical feature when developing APIs that need to be accessed by web applications hosted on different domains. AWS API Gateway, a powerful service for creating, publishing, maintaining, monitoring, and securing RESTful APIs at any scale, supports the setup of CORS directly. However, setting up CORS through CloudFormation can be a bit tricky due to the various configurations required. This article will walk you through the process of setting up CORS and API integration on ... Setting Up CORS and Integration on AWS API Gateway Using CloudFormation

Here is short info about post: In today’s rapidly evolving technological landscape, many enterprises face the challenge of integrating modern cloud-based services with existing legacy systems. One such common scenario is integrating a legacy Java application with Amazon Simple Queue Service (SQS) for asynchronous communication. This article will explore how to achieve this integration using the Java Message Service (JMS) API, providing a seamless way to send and receive messages between your legacy Java application and SQS. Understanding the Basics: JMS and SQS What is JMS? ... Integrating a Legacy Java Application With Amazon SQS Through JMS

Here is short info about post: Choosing the right database system is crucial for the success of any application. With the rapid expansion of data storage needs and the variety of data types, developers and architects often find themselves at a crossroads: Should they opt for a Relational Database Management System (RDBMS) or a Non-Relational Database (NoSQL)? Each has its strengths and weaknesses, and the decision hinges on the specific requirements of your application. This article explores the factors to consider when choosing between relational and ... How to Decide Between Relational and Non-Relational Databases

Here is short info about post: Continuous Integration and Continuous Deployment (CI/CD) have become cornerstones of modern software development, ensuring that code changes are reliably and quickly pushed from development to production. Google Cloud Build, a popular CI/CD platform, provides a powerful and flexible way to automate the build, test, and deploy processes for your applications. However, as applications scale and teams grow, optimizing CI/CD pipelines becomes critical to maintaining speed, reliability, and cost-efficiency. This article explores the latest techniques for optimizing CI/CD in Cloud Build, ... The Latest Techniques for CI/CD Optimization in Cloud Build

Here is short info about post: Understanding the inner workings of machine learning models, particularly deep neural networks (DNNs), is crucial for building trust in their predictions. In the field of computer vision, where models are employed to perform tasks like object detection, image classification, and facial recognition, explaining why a model made a particular decision is particularly important. This has led to the development of various techniques aimed at making these models more interpretable. Among these techniques, heat maps and structured attention graphs stand out ... Unpacking Heat Maps and Structured Attention Graphs for Explaining Model Decisions in Computer Vision Applications