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Latest Articles - DZone

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Mastering Approximate Top K: Choosing Optimal Count-Min Sketch Parameters
A practical guide to configuring width (w) and depth (d) in Count-Min Sketch for efficient top-k estimation and real-time analytics.
September 15, 2025
by Baskar Sikkayan
· 2,758 Views · 3 Likes
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How AI and Machine Learning Are Shaping the Fight Against Ransomware
This article examines how artificial intelligence and machine learning are revolutionizing the fight against ransomware.
September 15, 2025
by Daniel Akomolafe
· 1,740 Views · 3 Likes
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Toward Explainable AI (Part 10): Bridging Theory and Practice—Responsible AI: Ambition or Illusion?
Explainable AI bridges the gap between complex models and real-world accountability, helping teams build trust, ensure compliance, and make smarter decisions.
September 15, 2025
by Frederic Jacquet DZone Core CORE
· 1,415 Views · 3 Likes
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GenAI Beyond Just LLMs
GenAI is not just LLMs and agents. Learn about the power of Chemistry Foundation Models, and how they can accelerate molecular and materials discovery.
September 15, 2025
by Nimit Patel
· 1,310 Views · 3 Likes
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Benchmarking Open-Source LLMs: LLaMA vs Mistral vs Gemma — A Practical Guide for Developers Building Private Models
Open-source LLMs like LLaMA, Mistral, and Gemma are reshaping private AI. Learn their performance, architecture, and deployment to choose the right model.
September 15, 2025
by harshraj bhoite
· 6,978 Views · 1 Like
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Agentic AI: The Next Evolution of Artificial Intelligence and Autonomous Automation
AI has progressed from assistants like Siri and Alexa to ChatGPT requiring human input, and now to Agentic AI, which autonomously thinks, plans, and executes tasks.
September 15, 2025
by Shubham Gupta
· 2,069 Views · 2 Likes
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Tuples and Records (Part 5): Performance Challenges
Tuples and Records were withdrawn from ES2025 due to performance and engine challenges. The ideas remain influential for immutability and value-based JS patterns.
September 15, 2025
by Guhaprasaanth Nandagopal
· 2,845 Views · 2 Likes
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Enhancing AI Privacy: Federated Learning and Differential Privacy in Machine Learning
The article explores Federated Learning and Differential Privacy as key techniques for privacy-preserving machine learning.
September 12, 2025
by Shaurya Jain
· 3,147 Views · 2 Likes
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Shifting Left in Software Testing: Integrating AI-Driven Early Defect Detection into Agile Development Workflows
Integrating AI-driven "Shift Left" testing into Agile workflows helps teams detect software defects early, reducing costs, and boosting customer satisfaction.
September 12, 2025
by Gopinath Kathiresan
· 15,946 Views · 1 Like
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AI for Ensuring Data Integrity and Simplifying Migration in Microservices Ecosystems
AI helps organizations using microservices maintain data integrity during migrations by detecting anomalies, validating data automatically, and reducing manual errors.
September 12, 2025
by Nilesh Charankar
· 4,441 Views · 1 Like
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Deploying AI Models in Air-Gapped Environments: A Practical Guide From the Data Center Trenches
Learn all about practical strategies for deploying AI in air-gapped environments, with guidance on security, scalability, compliance, and reliability.
September 12, 2025
by Siva Kiran Nandipati
· 4,203 Views · 1 Like
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Security Concerns in Open GPTs: Emerging Threats, Vulnerabilities, and Mitigation Strategies
In this article, learn about real-world breaches, risks, and advanced security strategies to safeguard Open GPT deployments against evolving AI threats.
September 12, 2025
by Vijay Oggu
· 2,000 Views · 1 Like
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AI for Data Cleaning: How AI Can Clean Your Data and Save You Hours and Money
The use of AI in data cleansing involves identifying and eliminating irrelevant and missing data to maintain clean datasets, free from outliers and errors.
September 12, 2025
by Prasanna Chitanand
· 1,841 Views · 2 Likes
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Quantum Machine Learning (QML) for Developers: A Beginner's Guide
In this beginner-friendly guide, learn how quantum machine learning with PennyLane, Qiskit, TFQ, and Cirq enhances AI with speed, security, and optimization.
September 12, 2025
by Chandrasekhar Rao Katru
· 2,579 Views · 7 Likes
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Demystifying Kubernetes on AWS: A Comparative Analysis of Deployment Options
AWS offers six distinct Kubernetes deployment options. Your choice should align with your operational preferences, existing investments, and expertise.
September 12, 2025
by Aruun Kumar
· 2,867 Views · 2 Likes
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The Real-time Data Transfer Magic of Doris Kafka Connector's "Data Package": Part 1
One Man Stands Guard, and Ten Thousand Cannot Pass! Learn all about real-time data import, transformation, and error handling with Doris Kafka Connector.
September 12, 2025
by Michael Hayden
· 3,072 Views · 1 Like
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Tuples and Records (Part 4): Optimize React and Prevent Re-Renders
Use Tuples and Records in React to ensure immutable, value-based state, prevent redundant re-renders, and improve performance in complex applications.
September 12, 2025
by Guhaprasaanth Nandagopal
· 2,842 Views · 3 Likes
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Securing LLM Applications: Beyond the New OWASP LLM Top 10
The new OWASP LLM Top 10 highlights vulnerabilities unique to LLMs. However, operationalizing LLM security means weaving safeguards beyond just referencing a checklist.
September 11, 2025
by Abhishek Goswami
· 3,036 Views · 2 Likes
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Optimizing Cost and Carbon Footprint With Smart Scaling on AWS: Part 2
Move beyond queue-length-based scaling and use custom metrics for granular control and build smart triggers for scaling.
September 11, 2025
by Varun Dixit
· 2,431 Views · 2 Likes
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Azure VM Instance Types and Their Roles in Different Distributed Software Systems
Azure provides various VM instance types optimized for compute, memory, storage, or GPU needs, such as Databricks, Snowflake, AKS, Synapse, and Azure Functions.
September 11, 2025
by Srinivasarao Rayankula
· 19,623 Views · 3 Likes
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