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Scaling ML Models Efficiently With Shared Neural Networks
As machine learning models grow in complexity and size, organizations face increasing challenges in deploying and scaling these models efficiently. A particularly pressing challenge is balancing hardware memory constraints with the expanding size of ML models while maintaining high performance and cost-effectiveness. This article explores an innovative architectural solution that addresses these challenges through a...
Published on: February 17, 2025 | Source:
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Creating a Web Project: Key Steps to Identify Issues
When developing a product, issues inevitably arise that can impact both its performance and stability. Slow system response times, error rate increases, bugs, and failed updates can all damage the reputation and efficiency of your project. However, before addressing these problems, it is essential to gather and analyze statistics on their occurrence. This data will help you make informed decisions regarding...
Published on: February 17, 2025 | Source:Chrisβ Corner: Accessible Takes
Letβs do some links to accessibility information Iβve saved, recently read, and thought were useful and insightful.
Published on: February 17, 2025 | Source:Have LLMs Solved the Search Problem?
The advent of large language models (LLMs) has catalyzed a paradigm shift in information retrieval and human-computer interaction. These models, trained on vast corpora of text and optimized for predictive linguistic tasks, have demonstrated substantial efficacy in responding to queries, summarizing textual content, and generating contextually relevant information. However, despite their impressive generative...
Published on: February 17, 2025 | Source:Apache Flink: Full Checkpoint vs Incremental Checkpoint
Apache Flink is a real-time data stream processing engine. Most of the stream processing applications are βstateful.β This means the state is stored and used for further processing. In Apache Flink, the state is managed through a configured state backend. Flink supports two-state backends in production. One is the HashMapStateBackend, and the other one is the EmbeddedRocksDBStateBackend. To prevent data loss and...
Published on: February 17, 2025 | Source:Page Transactions and Page Object Model
Recently, I wrote an article on Page Transactions as a new approach to test automation, focusing on simplicity, readability, and flexibility. Now, I present a structured comparison of Page Transactions (PT)and Page Object Model (POM), explaining the pros and cons of each pattern. Finally, I will give some tips on migrating from POM to PT in simple steps. To those who are not familiar with POM, in a nutshell, it is a...
Published on: February 17, 2025 | Source:Build a Data Analytics Platform With Flask, SQL, and Redis
In this article, Iβll walk through the development of a Flask-based web application that interacts with an SQL Server database to analyze population data. The application allows users to query population ranges, fetch counties by state, and retrieve states within specific population ranges. I shall also discuss how to integrate Redis for caching query results to improve performance. Why Flask, SQL Server, and Redis?...
Published on: February 17, 2025 | Source:From Data to Decisions: Visualizing SAP Insights With Python
SAP has always enjoyed the position of being the most trusted enterprise resource planning software where it brings in all the departments in an organization like sales, inventory, production, quality, human resources, and more. Data that resides in SAP ERP data is the bedrock for all decision-making as it provides a single source of truth to the entire organization. Visualizing this data can uncover market trends and...
Published on: February 17, 2025 | Source:Why Cloud Matters: Building Global, Scalable Microservices
Software engineers must develop applications that are not only functional but also scalable, resilient, and globally distributed. This is where cloud computing plays a crucial role. Cloud platforms provide the foundation to build scalable microservices, ensuring high availability, efficient resource management, and seamless integration with modern technologies. The Importance of the Cloud in Your Software Engineering...
Published on: February 17, 2025 | Source:Death of a thousand nits: the gentle art of code review
submitted by /u/AlexandraLinnea [link] [comments]
Published on: February 17, 2025 | Source:What is Backend as a Service (BaaS)? A Beginner's Guide
Building an authentication system can be complex, often requiring a server to store user data. Sometimes, you need a faster, easier solution. For those new to development or without technical expertise, managing servers, databases, and user logins ca...
Published on: February 17, 2025 | Source:Distributed Software Architecture Fundamentals for Product Owners
An article I wrote trying to explain my frustration to my PO with the current architecture of a system and why it is not a microservice submitted by /u/snowball_dev [link] [comments]
Published on: February 16, 2025 | Source:Getting LLMs to more reliably modify code- let's parse Abstract Syntax Trees and have the LLM operate on that rather than the raw code- will it work? I wrote a blog post, "Prompting LLMs to Modify Existing Code using ASTs"
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Published on: February 16, 2025 | Source:Down the rabbit hole: Implementing SSH port forwarding over AWS Session Manager
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Published on: February 16, 2025 | Source:Raoi β TypeScript library to give objects integer ids and retrieve them by said ids at any moment. Use global register or create local ones, with multiple ways to ensure type safety in both TS and vanilla JS!
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Published on: February 15, 2025 | Source:Kafka Delay Queue: When Messages Need a Nap Before They Work
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Published on: February 15, 2025 | Source:She taught herself coding at age 30 for zero dollars [Podcast #160]
On this week's episode of the podcast, I interview Julia Undeutsch who is a self-taught software engineer and accessibility specialist. She works at a big European company making software more accessible for people with disabilities. Julia taught her...
Published on: February 15, 2025 | Source:Reactive Programming in React With RxJS
ReactJS has become a go-to library for building dynamic and responsive user interfaces. However, as applications grow, managing asynchronous data streams becomes more challenging. Enter RxJS, a powerful library for reactive programming using observables. RxJS operators simplify handling complex asynchronous data flows, making your React components more manageable and efficient. In this article, we'll explore RxJS...
Published on: February 14, 2025 | Source:Redis as a Primary Database for Complex Applications
First, we will see what Redis is and its usage, as well as why it is suitable for modern complex microservice applications. We will talk about how Redis supports storing multiple data formats for different purposes through its modules. Next, we will see how Redis, as an in-memory database, can persist data and recover from data loss. Weβll also talk about how Redis optimizes memory storage costs using Redis on Flash....
Published on: February 14, 2025 | Source:"Love C programming? Watch my latest video as I dive into Node and explore the world of peer-to-peer sockets!
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Published on: February 14, 2025 | Source:Optimizing Database Performance in Middleware Applications
In the realm of modern software architecture, middleware plays a pivotal role in connecting various components of distributed systems. One of the most significant challenges faced by middleware applications is optimizing database interactions. This is crucial because middleware often serves as the bridge between client applications and backend databases, handling a high volume of requests and data processing tasks....
Published on: February 14, 2025 | Source:Robust Integration Solutions With Apache Camel and Spring Boot
In todayβs interconnected world, integrating systems, applications, and data is a critical requirement for businesses. However, building reliable and scalable integration solutions can be challenging due to the complexity of handling different protocols, data formats, and error scenarios. Apache Camel, combined with Spring Boot, provides a powerful and flexible framework to address these challenges. In this article, we...
Published on: February 14, 2025 | Source:Support the open source projects you love this Valentineβs Day
Show your appreciation to the open source projects you love. You can help provide much-needed support to the critical but often underfunded projects that keep your infrastructure running smoothly. And rememberβevery day is a perfect day to support open source! The post Support the open source projects you love this Valentineβs Day appeared first on The GitHub Blog.
Published on: February 14, 2025 | Source:ETL Generation Using GenAI
Generating ETL data pipelines using generative AI (GenAI) involves leveraging the capabilities of large language models to automatically create the code and logic for extracting, transforming, and loading data from various sources, significantly reducing manual coding efforts and accelerating pipeline development by allowing users to describe their desired data transformations in natural language prompts, which the AI...
Published on: February 14, 2025 | Source:gRPC and Its Role in Microservices Communication
gRPC (gRPC Remote Procedure Calls) is a modern, open-source, high-performance RPC (Remote Procedure Call) framework developed by Google. It is designed to facilitate efficient communication between distributed systems, making it particularly well-suited for microservices architectures. Below is an explanation of gRPC and its role in microservices communication: What Is gRPC? gRPC is a protocol that enables client and...
Published on: February 14, 2025 | Source:Implement a Median Finder β Master Dynamic Data Streams
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Published on: February 14, 2025 | Source:Why I Now Celebrate Every Bug I Encounter (And You Should Too)
submitted by /u/TerryC_IndieGameDev [link] [comments]
Published on: February 14, 2025 | Source:Unlocking Local AI: Build RAG Apps Without Cloud or API Keys
Retrieval-augmented generation (RAG) is transforming how we interact with AI models by combining retrieval techniques with generative models. But what if you could build RAG applications locally, without API keys or cloud dependencies? Let's meet Chipper, an open-source framework that makes building local RAG apps simple. No more struggling with document chunking, vector databases, LLM integration, and UI setups...
Published on: February 14, 2025 | Source:Git Tags vs AWS Tags: A Tag-Tastic Showdown!
Welcome to the ultimate showdown between Git Tags and AWS Tags, two contenders with nothing in common except their love for the word "tag." Let's put them head-to-head and see who wins the battle of confusion and utility! Round 1: Who They Are Git Tags The historians of the software world. They don't care about the present; they just like to bookmark essential events (like releases) so you can travel back in time....
Published on: February 14, 2025 | Source:Built an indoor smart air quality analysis chat application with Python and Gemma. (source code available)
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Published on: February 14, 2025 | Source:Here's What Devs Are Saying About New GitHub Copilot Agent β Is It Really Good?
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Published on: February 14, 2025 | Source:Solving the data doom loop
Ken Stott, Field CTO of API platform Hasura, tells Ryan about the data doom loop: the concept that organizations are spending lots of money on data systems without seeing improvements in data quality or efficiency.
Published on: February 14, 2025 | Source:Why Cybersecurity Skills Are Important for Front-End Developers
These days, cyberattacks are growing concerns that everyone on a development team should be aware of. This means that if youβre a developer, you should learn some basic cybersecurity skills. After all, cyber attackers are typically developers themsel...
Published on: February 13, 2025 | Source:AI Summarization: Extractive and Abstractive Techniques
The proliferation of digital content has made it more difficult to comprehend and interpret lengthy texts, such as reports, research papers, and news items. An answer is offered by AI-powered summarizing tools, which make it simpler to extract essential information from lengthy texts. Shortening the text is only one aspect of summarization; another is maintaining the original material's context, tone, and intent. This...
Published on: February 13, 2025 | Source:How to Backup SQL Server RDS to an S3 Bucket
Managing backups for SQL Server RDS instances is crucial to ensuring data availability and disaster recovery. AWS provides tools to facilitate this process, including commands to back up SQL Server RDS databases directly to Amazon S3. This article walks you through the commands and configurations needed to perform backups and restores. Backing Up SQL Server RDS to S3 The primary stored procedure used for creating...
Published on: February 13, 2025 | Source: