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Effective Methods to Diagnose and Troubleshoot CPU Spikes in Java Applications

CPU spikes are one of the most common performance challenges faced by Java applications. While traditional APM (Application Performance Management) tools provide high-level insights into overall CPU usage, they often fall short of identifying the root cause of the spike. APM tools usually can’t pinpoint the exact code paths causing the issue. This is where non-intrusive, thread-level analysis proves to be much more...

DZone favicon DZone 12 months ago 1 min read

Organizing Logging Between the Three IBM App Connect Form Factors

The App Connect product enables you to integrate anything to anything. Its core routing and transformation engine enables you to inspect and transform messages from a wide variety of industry-standard and custom message models. But with great power can come complexity! Being generic and having the ability to run your integration flows on different form factors can give you a lot of options. This article aims to help...

DZone favicon DZone 12 months ago 1 min read

Optimizing Your Data Pipeline: Choosing the Right Approach for Efficient Data Handling and Transformation Through ETL and ELT

Editor's Note: The following is an article written for and published in DZone's 2024 Trend Report,Data Engineering: Enriching Data Pipelines, Expanding AI, and Expediting Analytics. As businesses collect more data than ever before, the ability to manage, integrate, and access this data efficiently has become crucial. Two major approaches dominate this space: extract, transform, and load (ETL) and extract, load, and...

DZone favicon DZone 12 months ago 1 min read

How Google is helping developers get better answers from AI

Today’s guest is Logan Kilpatrick, a senior product manager at Google, who tells Ben about his journey from software engineering to machine learning to product management, all with an emphasis on reducing developer friction. They talk through the challenges of non-determinism in AI models and how Google is addressing these issues with a new feature: Grounding with Google Search. Plus, what working at the Apple Store...

Stack Overflow Blog favicon Stack Overflow Blog 12 months ago 1 min read

Understanding Distributed System Performance… From the Grocery Store

I visited a small local grocery store which happens to be in a touristy part of my neighborhood. If you’ve ever traveled abroad, then you’ve probably visited a store like that to stock up on bottled water without purchasing the overpriced hotel equivalent. This was one of these stores. To my misfortune, my visit happened to coincide with a group of tourists arriving all at once to buy beverages and warm up (it’s...

DZone favicon DZone 12 months ago 1 min read

How to Protect Yourself From the Inevitable GenAI Crash

I had the dubious pleasure of living through the dot.com bubble, from the nascent early web in 1995 through the crash in 2000. It’s no wonder, therefore, that today’s generative AI (GenAI) bubble is giving me a serious case of déjà vu. Been there, done that, got the t-shirts to prove it. Now I’m older and wiser. So listen up, young ‘uns, and let me pass along some hard-won wisdom from the last millennium.

DZone favicon DZone 12 months ago 1 min read

The Modern Era of Data Orchestration: From Data Fragmentation to Collaboration

Editor's Note: The following is an article written for and published in DZone's 2024 Trend Report,Data Engineering: Enriching Data Pipelines, Expanding AI, and Expediting Analytics. Data engineering and software engineering have long been at odds, each with their own unique tools and best practices. A key differentiator has been the need for dedicated orchestration when building data products. In this article, we'll...

DZone favicon DZone 12 months ago 1 min read

Supporting Multiple Redis Databases With Infinispan Cache Aliases Enhancement

In Infinispan 15, we provided a large set of commands to make it possible to replace your Redis Server with Infinispan without changing your code. In this tutorial, you will learn how Infinispan cache aliases will help you replace your Redis Server with Infinispan for multiple Redis databases. Key takeaways: What are cache aliases and how to create caches with aliases or update existing ones Learn how Infinispan and...

DZone favicon DZone 12 months ago 1 min read

Chris’ Corner: Lists

Sometimes a good ol’ list is what we need. I know, I know, this is forever true. But as my friend Dave is wont to say: eliminate nuance. The world doesn’t need nuance on if you should label your inputs by matching the for attribute of the label with the id of the input. You […]

CodePen Blog favicon CodePen Blog 12 months ago 1 min read

AI-Powered Flashcard Application With Next.js, Clerk, Firebase, Material UI, and LLaMA 3.1

Flashcards have long been used as an effective tool for learning by providing quick, repeatable questions that help users memorize facts or concepts. Traditionally, flashcards contain a question on one side and the answer on the other. The concept is simple, yet powerful for retention, whether you're learning languages, mathematics, or any subject. An AI-powered flashcard game takes this learning method to the next...

DZone favicon DZone 12 months ago 1 min read

Showing Long Animation Frames in Your DevTools

If you’re a web developer, you probably spend a fair amount of time working with Chrome DevTools. It’s one of the best tools out there for diagnosing and improving the performance of your web applications. You can use it to track loading times, optimize CSS and JavaScript, and inspect network activity. But there’s an important piece of performance data that DevTools doesn’t yet expose by default: Long Animation Frames...

DZone favicon DZone 12 months ago 1 min read

Research roadmap update: November 2024

An update to the research that the User Experience team is running over the next quarter.

Stack Overflow Blog favicon Stack Overflow Blog 12 months ago 1 min read

Using Oracle Database 23AI for Generative AI RAG Implementation: Part 1

At the recent CloudWorld event, Oracle introduced Oracle Database 23c, its next-generation database, which incorporates AI capabilities through the addition of AI vector search to its converged database. This vector search feature allows businesses to run multimodal queries that integrate various data types, enhancing the usefulness of GenAI in business applications. With Oracle Database 23c, there’s no need for a...

DZone favicon DZone 12 months ago 1 min read

Ditch Your Local Setup: Develop Apps in the Cloud With Project IDX

Recent years have seen a rise in cloud-based IDEs and several options have emerged such as CodeSandBox, Replit, StackBlitz, and more. Cloud-based IDEs allow programming without the need to have a dedicated developer specification machine as they run in the browser directly. They provide complete freedom of writing software from anywhere and anytime. These IDEs have traditionally been great at creating showcase demos...

DZone favicon DZone 12 months ago 1 min read

Digitalization of Airport and Airlines With IoT and Data Streaming Using Kafka and Flink

The digitalization of airports faces challenges such as integrating diverse legacy systems, ensuring cybersecurity, and managing the vast amounts of data generated in real time. The vision for a digitalized airport includes seamless passenger experiences, optimized operations, consistent integration with airlines and retail stores, and enhanced security through the use of advanced technologies like IoT, AI, and...

DZone favicon DZone 12 months ago 1 min read

Optimizing Vector Search Performance With Elasticsearch

In an era characterized by an exponential increase in data generation, organizations must effectively leverage this wealth of information to maintain their competitive edge. Efficiently searching and analyzing customer data — such as identifying user preferences for movie recommendations or sentiment analysis — plays a crucial role in driving informed decision-making and enhancing user experiences. For instance, a...

DZone favicon DZone 12 months ago 1 min read

High-Performance Reactive REST API and Reactive DB Connection Using Java Spring Boot WebFlux R2DBC Example

Reactive Programming Reactive programming is a programming paradigm that manages asynchronous data streams and automatically propagates changes, enabling systems to react to events in real time. It’s useful for creating responsive APIs and event-driven applications, often applied in UI updates, data streams, and real-time systems. WebFlux WebFlux is designed for applications with high concurrency needs. It leverages...

DZone favicon DZone 12 months ago 1 min read

Game Off 2024 theme announcement

GitHub’s annual month-long game jam, where creativity knows no limits! Throughout November, dive into your favorite game engines, libraries, and programming languages to bring your wildest game ideas to life. Whether you're a seasoned dev or just getting started, it’s all about having fun and making something awesome! The post Game Off 2024 theme announcement appeared first on The GitHub Blog.

GitHub Blog favicon GitHub Blog 12 months ago 1 min read

What the CrowdStrike Crash Exposed About the Future of Software Testing

When users worldwide woke up to their Windows devices inoperable, they feared they had fallen victim to the largest cyber-attack ever seen. But it wasn't an attack — their devices were down from a faulty CrowdStrike update. This$5 billionmistake could have been avoided with proper testing and quality assurance. With companies striving to update and publish software rapidly, the learnings from this global panic stemming...

DZone favicon DZone 12 months ago 1 min read

Smart Routing Using AI for Efficient Logistics and Green Solutions

The growing demand for efficient logistics and the pressing need for environmental sustainability requires innovative solutions to optimize transportation routes and minimize greenhouse gas emissions. This study explores the role of artificial intelligence (AI) in enhancing logistics efficiency and reducing environmental impact by applying various regression models to predict travel times and emissions using real-world...

DZone favicon DZone 12 months ago 1 min read

Data Governance Essentials: Glossaries, Catalogs, and Lineage (Part 5)

What Is Data Governance, and How Do Glossaries, Catalogs, and Lineage Strengthen It? Data governance is a framework that is developed through the collaboration of individuals with various roles and responsibilities. This framework aims to establish processes, policies, procedures, standards, and metrics that help organizations achieve their goals. These goals include providing reliable data for business operations,...

DZone favicon DZone 12 months ago 1 min read

Monitoring Kubernetes Service Topology Changes in Real Time

Horizontally scalable data stores like Elasticsearch, Cassandra, and CockroachDB distribute their data across multiple nodes using techniques like consistent hashing. As nodes are added or removed, the data is reshuffled to ensure that the load is spread evenly across the new set of nodes. When deployed on bare-metal clusters or cloud VMs, database administrators are responsible for adding and removing nodes in a...

DZone favicon DZone 12 months ago 1 min read

How a creator of React is rethinking IDEs

Tom Occhino, now Chief Product Officer at Vercel, tells Ben about how he contributed to the development of React at Facebook and the contentious decision to make React open-source. They also talk about what community feedback has been like on Next.js 15, Vercel’s GenAI web development tool, and how Vercel is rethinking IDEs.

Stack Overflow Blog favicon Stack Overflow Blog 12 months ago 1 min read

How to Identify Bottlenecks and Increase Copy Activity Throughput in Azure Data Factory

Azure Data Factory (ADF) is a cloud-native ETL tool to process data seamlessly across different sources and sinks. Copy activity is mostly used to copy data from one source to another source. While copying data between two different sources, we need to make sure that the activity is completed in a timely manner to meet business needs and process data within the service level agreement.

DZone favicon DZone 12 months ago 1 min read

A brief summary of language model finetuning

Here's a (brief) summary of language model finetuning, the various approaches that exist, their purposes, and what we know about how they work.

Stack Overflow Blog favicon Stack Overflow Blog 12 months ago 1 min read

Celebrating the GitHub Awards 2024 recipients 🎉

The GitHub Awards celebrates the outstanding contributions and achievements in the developer community by honoring individuals, projects, and organizations for creating an outsized positive impact on the community. The post Celebrating the GitHub Awards 2024 recipients appeared first on The GitHub Blog.

GitHub Blog favicon GitHub Blog 12 months ago 1 min read

Life in the Fastlane: SDK tools built with developers in mind


On this sponsored episode, Ben and Ryan talk to Sunny Patel, Staff Software Engineer at PayPal, and Kyle Prinsloo, a developer and a PayPal partner, about all the ways that Fastlane by PayPal makes developers’ lives easier. They explore the needs that both merchants and consumers have for creating a seamless checkout experience, the importance of reducing friction in payment processes, and how documentation can...

Stack Overflow Blog favicon Stack Overflow Blog 12 months ago 1 min read

New from Universe 2024: Get the latest previews and releases

Find out how we’re evolving GitHub and GitHub Copilot—and get access to the latest previews and GA releases. The post New from Universe 2024: Get the latest previews and releases appeared first on The GitHub Blog.

GitHub Blog favicon GitHub Blog 12 months ago 1 min read

Bringing developer choice to Copilot with Anthropic’s Claude 3.5 Sonnet, Google’s Gemini 1.5 Pro, and OpenAI’s o1-preview

At GitHub Universe, we announced Anthropic’s Claude 3.5 Sonnet, Google’s Gemini 1.5 Pro, and OpenAI’s o1-preview and o1-mini are coming to GitHub Copilot—bringing a new level of choice to every developer. The post Bringing developer choice to Copilot with Anthropic’s Claude 3.5 Sonnet, Google’s Gemini 1.5 Pro, and OpenAI’s o1-preview appeared first on The GitHub Blog.

GitHub Blog favicon GitHub Blog 12 months ago 1 min read

Octoverse: AI leads Python to top language as the number of global developers surges

In this year’s Octoverse report, we study how public and open source activity on GitHub shows how AI is expanding as the global developer community surges in size. The post Octoverse: AI leads Python to top language as the number of global developers surges appeared first on The GitHub Blog.

GitHub Blog favicon GitHub Blog 12 months ago 1 min read

How can you get your kids into coding? We asked an 8-year-old app builder.

Ben welcomes Ricky Robinett, VP of Developer Relations and Community at Cloudflare, and his eight-year-old daughter Fay for a chat about how AI tools are helping new developers get started and how to encourage your kids to try coding.

Stack Overflow Blog favicon Stack Overflow Blog 12 months ago 1 min read

Chris’ Corner: Interesting CSS Explanations

Let’s do CSS stuff this week. Why not — kinda my thing. Did you know Alvaro Montoro has a whole site of comics on the subject of CSS? There is a lot of satire in there, which I really enjoy. So they changed CSS nesting a bit. I heard that the usage of it was […]

CodePen Blog favicon CodePen Blog 12 months ago 1 min read

Tragedy of the (data) commons

Ben chats with Shayne Longpre and Robert Mahari of the Data Provenance Initiative about what GenAI means for the data commons. They discuss the decline of public datasets, the complexities of fair use in AI training, the challenges researchers face in accessing data, potential applications for synthetic data, and the evolving legal landscape surrounding AI and copyright.

Stack Overflow Blog favicon Stack Overflow Blog 12 months ago 1 min read

Attacking browser extensions

Learn about browser extension security and secure your extensions with the help of CodeQL. The post Attacking browser extensions appeared first on The GitHub Blog.

GitHub Blog favicon GitHub Blog 12 months ago 1 min read

Cybersecurity spotlight on bug bounty researcher @adrianoapj

As we wrap up Cybersecurity Awareness Month, the GitHub Bug Bounty team is excited to feature another spotlight on a talented security researcher who participates in the GitHub Security Bug Bounty Program—@adrianoapj! The post Cybersecurity spotlight on bug bounty researcher @adrianoapj appeared first on The GitHub Blog.

GitHub Blog favicon GitHub Blog 12 months ago 1 min read