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The Latest Cloud Architecture Topics

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Building a Scalable ML Pipeline and API in AWS
This blog explains the architecture and design for building a scalable end-to-end ML pipeline using AWS for automated model execution, real-time data processing, and API.
March 28, 2025
by Dhanush Thirugnana
· 5,447 Views · 3 Likes
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Self-Healing Data Pipelines: The Next Big Thing in Data Engineering?
Build self-healing data pipelines on GCP using AI-powered tools like GPT-4 and Python to detect and fix errors automatically.
March 27, 2025
by Naresh Erukulla
· 9,755 Views
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GenAI: From Prompt to Production
GenAI-Logic is a prompt-driven approach to describing a model and logic using natural language. Create a time tracking system and post to production in less than 2 hours.
March 25, 2025
by Tyler Band
· 6,165 Views · 7 Likes
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Java Reborn: Conquering Cloud-Native and Next-Gen Concurrency
Brace yourself — Java conquers cloud-native microservices, unleashes Loom’s fast concurrency, and soars with Valhalla and Panama — future-ready and fierce!
March 25, 2025
by Alok Tibrewala
· 8,970 Views · 10 Likes
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Using KRaft Kafka for Development and Kubernetes Deployment
Simplify Kafka with KRaft—ditch ZooKeeper, streamline configs for Docker and Kubernetes, and integrate easily with Spring Boot for development and deployment.
March 25, 2025
by Sven Loesekann
· 6,163 Views · 6 Likes
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Video Generation With Java: Leverage Nova and Amazon Bedrock
Learn how to generate videos using Amazon Nova on Amazon Bedrock with Java. This step-by-step guide covers AWS setup and Java code for video creation.
March 25, 2025
by Danil Temnikov DZone Core CORE
· 7,982 Views · 4 Likes
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Hybrid Backup Strategies: On-Premises vs Cloud for DevOps
In this article, let's take a closer look at what a hybrid deployment model is, its benefits, and tips for transitioning to this backup strategy.
March 24, 2025
by Daria Kulikova
· 3,051 Views · 2 Likes
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Breaking AWS Lambda: Chaos Engineering for Serverless Devs
Our serverless system crashed from traffic surges. With chaos engineering, we purposely broke Lambda, tested failures with AWS FIS, and achieved 99% uptime, 30s MTTR!
March 24, 2025
by Bharath Kumar Reddy Janumpally
· 5,870 Views · 3 Likes
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Leverage Amazon BedRock Chat Model With Java and Spring AI
Learn to use Amazon Bedrock to build an app that sends text prompts to a model with Spring AI. This guide covers AWS setup, Spring AI config, and Bedrock integration.
March 24, 2025
by Danil Temnikov DZone Core CORE
· 9,861 Views · 5 Likes
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Graph API for Entra ID (Azure AD) Object Management
Graph REST API for effective administration of user identities, groups, and devices is essential for organizations of all sizes.
March 21, 2025
by Anant Wairagade
· 10,006 Views · 2 Likes
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Spring Boot Gateway With Spring Cloud and WebFlux
Let's build a gateway application in Spring Boot with the help of Spring Cloud and WebFlux, using Netty as the application server.
March 21, 2025
by Vishnu Viswambharan
· 9,411 Views · 7 Likes
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Serverless Kubernetes: The Rise of Zero-Management Container Orchestration
Serverless Kubernetes abstracts infrastructure complexity for developer-first focus to deliver zero-management experiences.
March 20, 2025
by Mahesh Vaijainthymala Krishnamoorthy
· 17,703 Views · 5 Likes
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Build Multimodal RAG Apps With Amazon Bedrock and OpenSearch
Deploying a scalable Multimodal RAG application using Amazon Bedrock for embeddings and language models, and Amazon OpenSearch as a vector store.
March 20, 2025
by Mahesh Vaijainthymala Krishnamoorthy
· 4,439 Views · 3 Likes
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Memory Management in Couchbase’s Query Service
Features designed to manage memory in the Query Service. Learn about mechanisms to control the memory usage of SQL++ queries and of the overall Query engine.
March 19, 2025
by Dhanya Gowrish
· 5,232 Views · 4 Likes
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AI-Driven Kubernetes Troubleshooting With DeepSeek and k8sgpt
Learn Kubernetes troubleshooting with k8sgpt and DeepSeek via Groq API. AI-powered SRE Copilot automates debugging, root cause analysis, and fixes.
March 19, 2025
by Rajesh Gheware DZone Core CORE
· 9,766 Views · 5 Likes
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Dynamically Scaling Containers With KEDA and IBM App Connect
This article demonstrates how to integrate Kubernetes Event-Driven Autoscaling (KEDA) with App Connect Enterprise to automatically scale containers as needed.
March 18, 2025
by Trevor Dolby
· 4,879 Views · 4 Likes
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Bridging Cloud and On-Premises Log Processing
This article emphasizes on the feasibility of ingesting logs from public cloud platforms into on-premises services by highlighting key points.
March 18, 2025
by Avinash Ibbandi
· 3,620 Views · 3 Likes
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Attribute-Level Governance Using Apache Iceberg Tables
This article explains how data filter options in lake formation can be fruitful in managing fine-grained access leveraging Apache Iceberg tables.
March 17, 2025
by Ankur Srivastava
· 3,850 Views · 2 Likes
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Top Terraform and OpenTofu Tools to Use in 2025
Explore the top Terraform and OpenTofu tools for 2025 to simplify infrastructure management, improve collaboration, boost security, and optimize workflows.
March 17, 2025
by Alexander Sharov
· 4,365 Views · 4 Likes
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Accelerating Deep Learning on AWS EC2
Install CUDA on AWS GPU instances, containerize your deep learning model, and scale with ECS/EKS for cost-effective, high-performance training and inference.
March 14, 2025
by Praveen Kumar Thopalle
· 5,908 Views
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