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Our 2024 Trend Report, "Data Engineering: Enriching Data Pipelines, Expanding AI, and Expediting Analytics" is live! ✨ Download it now: https://lnkd.in/eiTKah7S In this Trend Report, readers will find the keys to successfully build a foundation for fast and vast data intelligence across their organization, leveraging everything from seamless data ingestion, processing, and integration techniques to vector data and LLMs, data governance, and observability. Read our expert articles to learn more: → "Welcome Letter" by Miguel Garcia Lorenzo → "The Modern Era of Data Orchestration: From Data Fragmentation to Collaboration" by Joel Lubinitsky → "Optimizing Your Data Pipeline: Choosing the Right Approach for Efficient Data Handling and Transformation Through ETL and ELT" by Ebere Oyekwe → "Real-Time Data Streaming on Cloud Platforms: Leveraging Cloud Features for Real-Time Insights" by Sreenath Devineni → "The Data (Pipeline) Movement: A Guide to Real-Time Data Streaming and Future Proofing Through AI Automation and Vector Databases" by Tuhin Chattopadhyay, Ph.D. → "A Guide to Building Data Intelligence Systems: Strategic Practices to Building Robust, Ethical, and AI-Driven Data Structures" by Frederic Jacquet This report would not be possible without the support of our sponsoring partners, BMC Software, Dagster Labs, and Keebo! #dataengineering #data #dataanalytics #ai #businessintelligence

Get ahead of the crowd! Subscribe to our Weekly Digest now to unlock exclusive, expert articles before they hit LinkedIn. Just click “Manage Email Subscriptions” in your DZone profile to start exploring today! 🔥 Hot Picks From the DZone Core Community 🔥 🌶️ "The Data (Pipeline) Movement: A Guide to Real-Time Data Streaming and Future Proofing Through AI Automation and Vector Databases" by Tuhin Chattopadhyay, Ph.D. 👉https://lnkd.in/er7XvwaH 🌶️ "Preventing Accidental Deletions: Secure Cloud Management With Terraform" by Josephine E. Justin (Joyce) 👉 https://lnkd.in/eRwhSHhz 🌶️ "Building NLU Flows With Firebase GenKit and GitHub Models Powered by LLMs" by Xavier Portilla Edo 👉https://lnkd.in/eessc_3z 🌶️ "A Guide to Building Data Intelligence Systems: Strategic Practices to Building Robust, Ethical, and AI-Driven Data Structures" by Frederic Jacquet 👉https://lnkd.in/eP84Zfka 🌶️ "Apache Iceberg: The Open Table Format for Lakehouses and Data Streaming" by Kai Waehner 👉https://lnkd.in/eHWN6Cm5 😎 Top Selections From the Greater DZone Community 😎 💥 "The Modern Era of Data Orchestration: From Data Fragmentation to Collaboration" by Joel Lubinitsky 👉https://lnkd.in/e7rUNEKV 💥 "Optimizing Your Data Pipeline: Choosing the Right Approach for Efficient Data Handling and Transformation Through ETL and ELT" by Ebere Oyekwe 👉https://lnkd.in/e7pa3_Uq 💥 "Real-Time Data Streaming on Cloud Platforms: Leveraging Cloud Features for Real-Time Insights" by Sreenath Devineni 👉https://lnkd.in/eDAxF6sB 💥 "Enhancing Code Analysis With Code Graphs" by Balaji Dhamodharan 👉https://lnkd.in/e9x4EVDr 💥 "How to Run a MySQL Database in a Docker Container" by Arvind Toorpu 👉https://lnkd.in/eFgybSb8 💥 "A Five Point Plan to Start Test Automation" by Mohammad Faisal Khatri 👉https://lnkd.in/ekUmeTYE

🌩 Is Your Cloud Disaster Recovery Strategy Up to the Challenge? 🌩 Join Dzone and Firefly's CEO, Ido Neeman, as he tackles misconceptions in cloud disaster recovery and reveals insights from recent high-profile cloud failures. Learn how to strengthen your business with resilient infrastructure, continuous monitoring, automation, and more. Key takeaways: - Why traditional backup methods may not cut it anymore - Avoiding common pitfalls with multi-cloud strategies - Harnessing automation and AI to bolster cloud resilience Secure your spot today: https://lnkd.in/eKh4mW9X #CloudRecovery #CloudResilience #DisasterRecovery

🚀 Ready to modernize your data infrastructure? Join DZone and Redpanda Data us for a Fireside Chat to see how LiveRamp transitioned from batch to streaming with Redpanda, transforming their data pipelines for speed and efficiency. 🗓 Date: Tuesday, November 19, 2024 ⏰ Time: 1:00 PM ET 💡 Key Takeaways: -Reduce latency and boost efficiency with real-time data streaming -Overcome the limitations of legacy batch processing -Learn cost-effective strategies for scalable data pipelines Register Now: https://lnkd.in/ePnXdc5V #DataModernization #RealTimeData #StreamingData #Webinar

📣 Refcard update – "Apache Kafka Essentials" | Read more: https://lnkd.in/eJJzhaSH Due to growing demands for high-performance analytics, modern businesses consider data capabilities critical to daily operations. Enter Apache Kafka — a streaming engine for collecting, caching, and processing high volumes of data in real time. This Refcard covers: → The fundamentals of Apache Kafka → How Apache Flink complements Kafka → Alternatives to Kafka A special thank you to our author, Sudip Sengupta, and our sponsoring partner, Redpanda Data! #apache #kafka #apacheflink #datastream

We're back at it with another week of our top trending articles! Check out today's 🔥 weekly roundup: 🔴  Hot Picks From the DZone Core Community 🔴 🔥 "Filtering Java Collections via Annotation-Driven Introspection" by Thiago Nascimento 👉 https://lnkd.in/eieSnp7u 🔥 "Multimodal RAG Is Not Scary, Ghosts Are Scary" by Tim Spann 🥑 👉 https://lnkd.in/e3bBtrZj 🔥 "High-Performance Reactive REST API and Reactive DB Connection Using Java Spring Boot WebFlux R2DBC Example" by Amran Hossain 👉 https://lnkd.in/eabY_8Tw 🔥 "Front-End Debugging, Part 1: Not Just Console Log" by Shai Almog 👉 https://lnkd.in/eyVt4zM2 🔥 "Top Takeaways From Devoxx Belgium 2024" by Gunter Rotsaert 👉 https://lnkd.in/e-ExV-Uc 🔝 Top Selections From the Greater DZone Community 🔝 💥 "Java Is Greener on Arm" by Dmitry Chuyko 👉 https://lnkd.in/etAeeMcz 💥 "Navigating API Challenges in Kubernetes" by Sanjeewa Malalgoda ✨ New DZone Contributor 👉 https://lnkd.in/egQfsta4 💥 "Implementing LSM Trees in Golang: A Comprehensive Guide" by Daniil Koshelev ✨ New DZone Contributor 👉 https://lnkd.in/e8hsiX54 💥 "Monitoring Kubernetes Service Topology Changes in Real Time" by Udbhav Prasad ✨ New DZone Contributor 👉 https://lnkd.in/e3fz8P8V 💥 "Faster Startup With Spring Boot 3.2 and CRaC, Part 2" by Magnus Larsson 👉 https://lnkd.in/e5NSbkXr 💥 "Increase Model Flexibility and ROI for GenAI App Delivery With Kubernetes" by Camille Crowell-Lee & Myles Gray ✨ New DZone Contributors 👉 https://lnkd.in/eWirhD23 #developer #sdlc #java #softwaredevelopment

🚀 Join DZone, Dagster Labs, and Keebo for our Data Engineering Virtual Roundtable! 🚀 Explore the evolution of data trends, from big data to modern pipelines, with industry experts. Learn about seamless data integration, governance, and the latest in AI technologies like LLMs and vector data. 🗓️  Wednesday, November 20, 2024 | ⏰ 1pm ET | 📍 Virtual Register Now: https://lnkd.in/eV4MEtgs #DataEngineering #BigData #AI #LLMs #DataPipelines

📣 New Refcard – "Platform Engineering Essentials" | Read now: https://lnkd.in/ejHXxEjC Platform engineering aims to enhance the developer experience. However, as technology and cyber threats continue to evolve, the integration of automation, security, and AI will be vital to the success of these platforms. This Refcard covers: → Best practices and tools → Key components  → How to align business goals A special thank you to our authors, Apostolos Giannakidis and Kellyn Gorman, and our sponsoring partner, Red Hat! #platformengineering #developerexperience #platformengineer #dev

 🚀 The Diving Deeper With DZone newsletter is here! Our first edition dives into Kubernetes’ future, from the latest on Kubernetes monitoring essentials to AI/ML integrations in cloud-native environments. Plus, get insights from industry experts on container security, observability, and cloud efficiency. 👇 Subscribe today for curated content on the latest trends and insights in software development.

We can't think of a better way to start November than to celebrate another week of excellent content! Enjoy this batch of fresh content from the week: 🔥 Hot Picks From the DZone Core Community 🔥 🧯 "Lifecycle Microservices With GenAI Tools," by Tyler Band and Val Huber 👉 https://lnkd.in/erRSfDN4 🧯 "The Power of Market Disruption: How to Detect Fraud With Graph Data," by John Vester 👉 https://lnkd.in/eMMvZnFv 🧯"Ending Microservices Chaos: How Architecture Governance Keeps Your Microservices on Track," by Alvin Lee 👉 https://lnkd.in/eRdJqmvh 🧯 "Summary of the AJAX Frameworks Comparison," by Nicolas Fränkel 🇺🇦🇬🇪 👉 https://lnkd.in/eN6_kBR5 🧯 "Data Architectures With Emphasis on Emerging Trends," by VidyaSagar Machupalli FBCS 👉 https://lnkd.in/e7xtVsRq 🔝 Top Selections From the Greater DZone Community 🔝 📣 "Reactive Kafka With Spring Boot," by Ion Pascari 👉 https://lnkd.in/e-jr7WFF 📣 "Leveraging Event-Driven Data Mesh Architecture With AWS for Modern Data Challenges," by Sunil Sharma <✨ NEW DZone contributor!> 👉 https://lnkd.in/eWnHd6xA 📣 "AI/ML Innovation in the Kubernetes Ecosystem," by Yuan Tang <✨ NEW DZone contributor!> 👉 https://lnkd.in/gfACrwrb 📣 "Automate Web Portal Deployment in Minutes Using GitHub Actions," by Siddartha P. and Thilak Ponnaganti <✨ NEW DZone contributors!> 👉 https://lnkd.in/e6C8jF3F 📣 "Securing Cloud-Native Applications: A CISO's Perspective on Broken Access Control," by Gabriel Manor - Liechtman 👉 https://lnkd.in/eu4D3d_P 📣 "Dust: Open-Source Actors for Java," by Alan Littleford <✨ NEW DZone contributor!> 👉 https://lnkd.in/ea_Eizf2 #developer #sdlc #softwaredevelopment