 What Is Envoy Proxy? May 31st 2023, 15:05, by Anas T The article will cover the following topics: - Why is Envoy proxy required?
- Introducing Envoy proxy
- Envoy proxy architecture with Istio
- Envoy proxy features
- Use cases of Envoy proxy
- Benefits of Envoy proxy
- Demo video - Deploying Envoy in K8s and configuring as a load balancer
Why Is Envoy Proxy Required? Challenges are plenty for organizations moving their applications from monolithic to microservices architecture. Managing and monitoring the sheer number of distributed services across Kubernetes and the public cloud often exhausts app developers, cloud teams, and SREs. Below are some of the major network-level operational hassles of microservices, which shows why Envoy proxy is required. |  Building a Robust Data Engineering Pipeline in the Streaming Media Industry: An Insider's Perspective May 31st 2023, 15:05, by Arvind Bhardwaj In this detailed and personal account, the author shared his journey of building and evolving data pipelines in the rapidly transforming streaming media industry. Drawing from his extensive experience, the author highlights the fundamental role data engineering plays in the industry, explaining the construction and challenges of typical data pipelines and discussing the specific projects that marked significant transformations. The article delves into technical aspects such as real-time data processing, ETL processes, and cloud technologies and provides insights into the future of data engineering within the industry. The piece serves as an invaluable resource for data professionals seeking to understand the dynamic interplay of data engineering and streaming media, emphasizing the need for adaptability, continuous learning, and effective collaboration. In the last two decades, data engineering has dramatically transformed industries. With multiple years of experience as an industry leader, I've had the privilege of witnessing this change and, indeed, driving it. Nowhere has this transformation been more apparent than in the streaming media industry. |  Rule-Based Prompts: How To Streamline Error Handling and Boost Team Efficiency With ChatGPT May 31st 2023, 14:52, by Denis Avramenko Personally, I have achieved outstanding results by incorporating ChatGPT into our team's workflow. This has enabled us to simplify the preparation of user stories and technical documentation, reduce the need for communication between various departments, and decrease our dependence on analysts. In this article, I will provide a specific example that will illustrate just how we achieved all of these goals with the help of ChatGPT and the rule-based prompts. The Challenges of Constructing Effective Prompts When interacting with ChatGPT and other generative models, the main goal is to achieve the best possible results based on prompts. However, there are some challenges in constructing prompts that will ensure the AI follows instructions correctly. Issues often arise due to the structure of the prompt, causing the AI to either not fully follow the request or focus on unnecessary 'noisy' words. |  Ad-Hoc Testing: A Comprehensive Guide With Examples and Best Practices May 31st 2023, 14:22, by Harshit Paul Ad-hoc testing is the process of creating tests based on a need to test. These tests are not created as part of a set plan or to test specific features but rather to ensure that specific areas of the product work correctly. It is also performed as part of regression testing to ensure that new patches and fixes do not cause any issues with the current version of the product. A tester must be willing to challenge any idea, no matter how good or absurd. One of the best ways to test your ideas is through Adhoc testing, which is a great way to discover new issues and risks with minimal effort. It allows you to take a more creative approach and try new things to find a problem by not formalizing the process. |  Database Integration Tests With Spring Boot and Testcontainers May 31st 2023, 14:00, by Andrei Rogalenko With Spring Data JPA, you can easily create database queries and test them with an embedded H2 database. But sometimes, testing against a real database is much more useful, especially if we use queries tied to a specific database implementation. |  Constructing Real-Time Analytics: Fundamental Components and Architectural Framework — Part 1 May 31st 2023, 13:25, by David.Wang The old adage "patience is a virtue" seems to have lost its relevance in the fast-paced world of today. In an era of instant gratification, nobody is inclined to wait. If Netflix buffering takes too long, users won't hesitate to switch platforms. If the closest Lyft seems too distant, users will readily opt for an alternative. The demand for instant results is pervading the realm of data analytics as well, particularly when dealing with large datasets. The capacity to provide immediate insights, make swift decisions, and respond to real-time data without any delay is becoming crucial. Companies like Netflix, Lyft, Confluent, and Target, along with thousands of others, have managed to stay at the forefront of their industries partially due to their adoption of real-time analytics and the data architectures that facilitate such instantaneous, analytics-driven operations. |  Data Exploration Using Serverless SQL Pool In Azure Synapse May 31st 2023, 13:14, by Mohan Krishna Mangamuri Azure Synapse Analytics, formerly known as Azure SQL Data Warehouse, is a cloud-based analytics service provided by Microsoft Azure. It provides capabilities like data exploration, data analysis, data integration, advanced analytics, machine learning, etc., on the Azure Data Lake Blob Storage. In this article, we will take a deep dive into the ingestion of data files into Azure Synapse, data analysis, and transformation of the files in Azure Synapse using a Serverless SQL Pool. This article expects you to have a basic understanding of Azure fundamentals. Open your Synapse workspace and have it ready. Let's go. |  Unlocking Game Development: A Review of 'Learning C# By Developing Games With Unity' May 31st 2023, 12:45, by Denis Kondratev I've recently had the pleasure of immersing myself in Harrison Ferrone's Learning C# by Developing Games with Unity. I'd heard it was a great primer for those of us eager to get our feet wet in the gaming industry, and I can now confirm it's a game changer. This book wasn't just written for tech-savvy gamers. It was written for the curious beginner, the coding newbie, and the Unity novice. Ferrone breaks down intimidating coding concepts into bite-sized, digestible chunks, making this complex world not only accessible but actually enjoyable. |  ChatGPT Will Not Replace Your Job, but the People Using ChatGPT as Their Assistant Will May 31st 2023, 12:24, by Dr. Debashish Roy The development of generative AI has been a true game-changer in the world of technology. It has unlocked new and exciting possibilities for creating and generating original content that was previously only achievable through human effort. By leveraging the power of artificial intelligence to analyze patterns in existing data, generative AI can now create original text, images, and music that are virtually indistinguishable from those created by humans. This groundbreaking advancement has immense implications for various industries, including media, advertising, and entertainment. One industry that stands to benefit significantly from the integration of generative AI is the media sector. In today's fast-paced world, where news and articles are constantly being produced to keep the public informed, the efficiency and speed offered by generative AI can be of great value to newsrooms and publishers. By utilizing generative AI, news articles and product descriptions can be created quickly and efficiently, enabling newsrooms to keep up with the ever-increasing demand for content. However, it is important to note that while generative AI can generate content, the human touch is still crucial in producing material that resonates with readers. Human writers possess a unique ability to craft compelling stories, develop persuasive arguments, and create engaging content that genuinely touches the hearts and minds of the audience. Through the infusion of human creativity and emotion, content takes on a deeper level of connection and authenticity. |  Operator Overloading in Java May 31st 2023, 12:07, by Shai Almog In this post, we'll delve into the fascinating world of operator overloading in Java. Although Java doesn't natively support operator overloading, we'll discover how Manifold can extend Java with that functionality. We'll explore its benefits, limitations, and use cases, particularly in scientific and mathematical code. We will also explore three powerful features provided by Manifold that enhance the default Java-type safety while enabling impressive programming techniques. We'll discuss unit expressions, type-safe reflection coding, and fixing methods like equals during compilation. Additionally, we'll touch upon a solution that Manifold offers to address some limitations of the var keyword. Let's dive in! |  Is Podman a Drop-in Replacement for Docker? May 31st 2023, 11:51, by Gunter Rotsaert In many places, you can read that Podman is a drop-in replacement for Docker. But is it as easy as it sounds? In this blog, you will start with a production-ready Dockerfile and execute the Podman commands just like you would do when using Docker. Let's investigate whether this works without any problems! Introduction Podman is a container engine, just as Docker is. Podman, however, is a daemonless container engine, and it runs containers by default as rootless containers. This is more secure than running containers as root. The Docker daemon can also run as a non-root user nowadays. |  Reactive Programming May 31st 2023, 11:06, by Elyes Ben Trad Before diving into Reactive World, let's take a look at some definitions of this mechanism: Reactive Programming is an asynchronous programming paradigm focused on streams of data. | |
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