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A Platform-Agnostic Approach in Cloud Security
Companies are now turning to data as one of the most important assets in their businesses, and data engineers are in the midst of managing and improving this asset and its effectiveness. In addition, the integration of data engineering with the use of cloud computing offers scalability, accessibility, and reduced expenses. However, there are security challenges that come with this integration that need to be solved. It...
Published on: February 26, 2025 | Source:
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10 Best Practices for Managing Kubernetes at Scale
As organizations use microservices and cloud-native architectures, Kubernetes is becoming the norm for container orchestration. As much as Kubernetes simplifies deploying and managing containers, workloads at scale make life complex, and robust practices are necessary. In this article, I will cover technical strategies and best practices for workload management at scale in Kubernetes.
Published on: February 26, 2025 | Source:Variants of LoRA
Want to train a specialized LLM on your own data? The easiest way to do this is with low rank adaptation (LoRA), but many variants of LoRA exist.
Published on: February 26, 2025 | Source:PostgreSQL 12 End of Life: What to Know and How to Prepare
Amazon Aurora PostgreSQL-compatible edition major version 12.x and Amazon RDS for PostgreSQL 12 reach the end of standard support on February 28, 2025. Higher database versions introduce new features, enhancing operational efficiency and cost-effectiveness. Identifying qualified databases and upgrading them promptly is crucial. As the end of standard support is approaching, it's crucial for database administrators and...
Published on: February 26, 2025 | Source:A Step-by-Step Guide to Write a System Design Document
Have you ever wondered how large-scale systems handle millions of requests seamlessly while ensuring speed, reliability, and scalability? Behind every high-performing application β whether itβs a search engine, an e-commerce platform, or a real-time messaging service β lies a well-thought-out system design. Without it, applications would struggle with bottlenecks, downtimes, and an overall poor user experience. System...
Published on: February 26, 2025 | Source:Annotating Data at Scale in Real Time
As enterprises deal with large datasets, the demand for high-quality annotations has increased exponentially. Annotating data at a petabyte scale and in real time introduces unique challenges that require creative solutions. This article discusses the architecture for real-time annotation pipelines, leveraging LLMs, feedback loops, and active learning. Challenges in Scaling Data Annotation Volume Petabyte-scale...
Published on: February 26, 2025 | Source:AI-Powered Ransomware Attacks
The improvement of artificial brainpower (artificial intelligence) has improved many fields, including digital protection. Notwithstanding, this mechanical improvement is a two-sided deal. While computerized reasoning brings many advantages, it also empowers cybercriminals to send off progressively complex and disastrous assaults. One of the most upsetting viewpoints is using AI in ransomware assaults. These...
Published on: February 26, 2025 | Source:Driving Developer Advocacy and Satisfaction: Developer Experience Initiatives Need Developer Advocacy to Be Successful
Editor's Note: The following is an article written for and published in DZone's 2025 Trend Report,Developer Experience: The Coalescence of Developer Productivity, Process Satisfaction, and Platform Engineering. Developer experience has become a topic of interest in organizations over the last few years. In general, it is always nice to know that organizations are worrying about the experience of their employees, but in...
Published on: February 26, 2025 | Source:Faster Go maps with Swiss Tables
Go 1.24 improves map performance with a brand new map implementation
Published on: February 26, 2025 | Source:Non-Human Identity Security in the Age of AI
It is not a coincidence that non-human identities (NHIs) have come into focus recently while AI-powered tools and autonomous agents are rapidly being adopted. In fact, this is partially what is driving the explosion of NHIs in the enterprise. This has sparked a lot of research and conversations about machine identity and governance. Like human users of systems, NHIs, such as AI agents, bots, scripts, and cloud...
Published on: February 25, 2025 | Source:How to Build a Reusable useSearch Hook in React
Recently, I needed to add a search feature to a React app. Naturally, I did what many developers would doβI turned to Google for help. The first article I found was about building a search and filter component in React. As I read through it, I couldn...
Published on: February 25, 2025 | Source:What is the Cold Start Problem in Recommender Systems?
Recommender systems are used to provide personalized experiences for customers in many industries today, including e-commerce, social media, entertainment, and education. These recommender systems make recommendations based on user preferences and co...
Published on: February 25, 2025 | Source:How Generative AI Is Revolutionizing Cloud Operations
LLMs have made it possible to operate cloud services more effectively and cheaply than ever before. They can assimilate natural language and code, enabling new preventative and remediatory tools. Language models are improving at a breakneck velocity. As the models get better, services that have integrated them into their operations will reap the benefits for free. We explore the most compelling applications in this...
Published on: February 25, 2025 | Source:Spring Framework or Hibernate, Which One Is Better?
In modern software or website development processes, Java frameworks are widely used as they make it easy to build dynamic apps and websites. Moreover, in 2023, the value of the Java frameworks software market was USD 3,982.40 million. Furthermore, it is forecasted to reach USD 9,049.22 million by 2030. This proves the significance of using Java frameworks such as Grails, Google Web Toolkit (GWT), Quarkus, and not to...
Published on: February 25, 2025 | Source:Spark Job Optimization
We are living in an age where data is of utmost importance, be it analysis or reporting, training data for LLM models, etc. The amount of data we capture in any field is increasing exponentially, which requires a technology that can process large amounts of data in a short duration. One such technology would be Apache Spark. Apache Spark is a cluster-based architecture that can be accessed in different flavors like...
Published on: February 25, 2025 | Source:Protecting Critical Infrastructure From Ransomware
Safeguarding critical infrastructure from ransomware has become a critical issue in today's interconnected world. Regions, for instance, power clinical benefits and government face extending perils that could disturb supplies, impact fragile data, and cause essential financial and reputational hurt. Ransomware attacks planned to pressure portions by encoding significant information highlight the sincere necessity for...
Published on: February 25, 2025 | Source:Community managers in action: Leading a developer community for good
GitHubβs Digital Public Goods Open Source Community Manager Program just wrapped up a second successful year, helping Community Managers gain experience in using open source for good. The post Community managers in action: Leading a developer community for good appeared first on The GitHub Blog.
Published on: February 25, 2025 | Source:The Future of Data Lakehouses: Apache Iceberg Explained
We know that data management today is changing completely. For decades, businesses relied on data warehouses, which stored information in an appropriate manner. They are structured, governed, and quick to extract information from, although expensive and rigid in nature. In contrast, data lakes are more efficient and allow for the storage of enormous amounts of data regardless of structure. However, the emergence of the...
Published on: February 25, 2025 | Source:The Hidden Cost of Dirty Data in AI Development
Artificial intelligence operates as a transformative force that transforms various industries, including healthcare, together with finance and all other sectors. AI systems achieve their highest performance through data that has been properly prepared for training purposes. AI success depends on high-quality data because inaccurate all-inclusive or duplicated data or conflicting records lead to both diminished...
Published on: February 25, 2025 | Source:How to Run LaTeX Projects Locally (for Free) On Windows
LaTeX is a high-quality typesetting system that is widely used in technical, academic, and scientific writing. Itβs very popular in academia, especially in fields like mathematics, physics, computer science, and engineering. LaTeX is not a word proce...
Published on: February 25, 2025 | Source:Integrating AI Agent Workflows in the SOC
Defending against zero- to low-cost attacks generated by threat actors (TA) is becoming increasingly complex as they leverage sophisticated generative AI-enabled infrastructure. TAs try to use AI tools in their attack planning to make social engineering schemes, convincing phishing emails, deepfake videos, different types of malware, and many other types of attack vectors. A potential solution to defend against these...
Published on: February 25, 2025 | Source:Cafe Maria. A functional cooking sim game played entirely in MariaDB.
My mad science experiment that spiraled out of control. No external scripts, log into the DB and play entirely via stored procedures. I finished the proof of concept and decided it was time to move on to my next project. So I am releasing it to the wilds. If you are a DBA, I apologize for any therapy you'll need after seeing this. submitted by /u/todo-make-username [link] [comments]
Published on: February 25, 2025 | Source:Redefining Developer Productivity: Balancing Data and Human Experience in Developer Success Measurements
Editor's Note: The following is an article written for and published in DZone's 2025 Trend Report,Developer Experience: The Coalescence of Developer Productivity, Process Satisfaction, and Platform Engineering. Delivering production-ready software tools requires focusing on developer productivity measured by qualitative and quantitative metrics. To understand developer productivity, this article focuses on three...
Published on: February 25, 2025 | Source:Simplifying Multi-LLM Integration With KubeMQ
Integrating multiple large language models (LLMs) like OpenAI and Anthropic's Claude into applications can be a daunting task. The complexities of handling different APIs and communication protocols and ensuring efficient routing of requests can introduce significant challenges. But using a message broker and router can be an elegant solution to this problem, addressing these pain points and providing several key...
Published on: February 25, 2025 | Source:A Comprehensive Guide to IAM in Object Storage
Identity and access management (IAM), service IDs, and service credentials are crucial components in securing and managing access to object storage services across various cloud platforms. These elements work together to provide a robust framework for controlling who can access data stored in the cloud and what actions they can perform. In the previous article, you were introduced to the top tools for object storage...
Published on: February 25, 2025 | Source:Codify Your Cloud and Kubernetes With Crossplane and IaC
As organizations embrace Kubernetes for cloud-native applications, managing infrastructure efficiently becomes challenging. Traditional Infrastructure as Code (IaC) tools like Terraform, Pulumi, and others provide declarative configurations but lack seamless integration into the Kubernetes-native workflows. Crossplane effectively bridges the gap between Kubernetes and cloud infrastructure in this situation. In this...
Published on: February 24, 2025 | Source:Use Azure Cosmos DB as a Docker Container in CI/CD Pipelines
There are many benefits to using Docker containers in CI/CD pipelines, especially for stateful systems like databases. For example, when you run integration tests, each CI job can start the database in an isolated container with a clean state, preventing conflicts between tests. This results in a testing environment that is reliable, consistent, and cost-effective. This approach also reduces latency and improves the...
Published on: February 24, 2025 | Source:Loaf - Build Standalone Binaries for the (Interpreted) Crumb Programming Language
submitted by /u/liamilan [link] [comments]
Published on: February 24, 2025 | Source:Tips to Choose the Right SQL Database
Itβs the same in the world of data, where choosing the right SQL database can make or break your organizationβs success. With several options available, database selection is a crucial decision that can shape the performance, scalability and efficiency of your data platform. Finding the perfect fit for your specific needs requires careful consideration of various factors and taking time to understand different database...
Published on: February 24, 2025 | Source:How to Integrate Platform Engineering Into Your Business
Editor's Note: The following is an article written for and published in DZone's 2025 Trend Report,Developer Experience: The Coalescence of Developer Productivity, Process Satisfaction, and Platform Engineering. How do we even start approaching platform engineering? The good news is that major organizations that have successfully adopted platform engineering have contributed their insights, best practices, and lessons...
Published on: February 24, 2025 | Source:Chrisβ Corner: onChange
There is an awful lot of change on the web. Sometimes the languages we use to build for the web change. Some of it comes from browsers themselves changing. An awful lot of it comes from ourselves. We change UIs and not always for the better. We build new tools. We see greener grass and [β¦]
Published on: February 24, 2025 | Source:API Mesh: The Next Big Leap in Distributed Backend Systems
API Mesh simplifies API management across distributed systems by providing a unified layer for orchestration, security, and observability. In this article, weβll explore the intricacies of API Mesh, its unique capabilities, and how it is set to redefine how businesses manage their APIs. Understanding API Mesh To understand the value of an API Mesh, we first need to distinguish it from other tools like API gateways and...
Published on: February 24, 2025 | Source:How to Speed Up Website Loading by Removing Extra Bits and Bytes
Letβs start with an interesting fact: according to research done by Akamai, a 1-second delay in loading a websiteβs page can decrease the conversion rate by 7%. We are currently living in a fast-paced world, where time is money for everyone. People e...
Published on: February 24, 2025 | Source:The Perceptron Algorithm and the Kernel Trick
The Perceptron Algorithm is one of the earliest and most influential machine learning models, forming the foundation for modern neural networks and support vector machines (SVMs). Proposed by Frank Rosenblatt in 1958 (Rosenblatt, 1958), the perceptron is a simple yet powerful linear classifier designed for binary classification tasks. Despite its simplicity, the perceptron introduced key concepts that remain central to...
Published on: February 24, 2025 | Source:Rust vs Python: Differences and Ideal Use Cases
Rust and Python are widely used programming languages in software development and data science. Rustβs adoption has grown significantly in recent years, leaving many wondering if it will eventually replace Python as a top programming language. Compared to Python, Rust is a newbie but is making its mark among developers. According to the StackOverflow Developer Survey, Python is preferred over Rust, but in some cases,...
Published on: February 24, 2025 | Source: