Research Articles

124 Titles

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Designing Scalable Artificial Intelligence Systems Using Microservices-Based Machine Learning Architectures

Andreu Unai Pedro Luis (Author)

May 4, 2021

Designing Resilient Data Pipelines for Heterogeneous Retail Data Sources Using Distributed Big Data Engineering Frameworks

Schnitzler Thomas Musil Journal (Author)

January 4, 2026

DESIGNING FOR FAILURE PATTERNS FOR RESILIENT AND STATEFUL MICROSERVICES IN ASYNCHRONOUS MORTGAGE LIFECYCLE MANAGEMENT

Chadwick Millidge Journal (Author)

January 21, 2026

DESIGN AND SIMULATION OF PRESS TOOL FOR MANUFACTURING BRACKET SUPPORTS

Abdullah Al Hossain Newaz, Refat Jahan (Author)

August 6, 2025

DESIGN AND IMPLEMENTATION OF AI-DRIVEN MICROSERVICES ARCHITECTURE FOR SCALABLE MACHINE LEARNING WORKLOADS

Elena Garcia Adeyemi (Author)

August 12, 2023

Deep Learning Driven Approaches for Real-Time Anomaly Detection in High-Velocity Network Traffic

Karl May Gotthold (Author)

September 25, 2024

DEEP LEARNING APPROACHES FOR EXTRACTING STRUCTURED INFORMATION FROM UNSTRUCTURED BUSINESS DOCUMENTS

Zhao Morales Rao (Author)

April 12, 2025

Database Migration to Exadata: A Comprehensive Guide for Enterprise Data Transformation

Phani Santhosh Sivaraju (Author)

August 10, 2020

DATA QUALITY CHALLENGES AND PREPROCESSING TECHNIQUES FOR ROBUST MACHINE LEARNING PIPELINES

Jessica Kirstin F Journal (Author)

January 19, 2026

DATA AUGMENTATION STRATEGIES FOR ENHANCING MODEL GENERALIZATION IN LOW-RESOURCE DOMAINS

Aiko Mexi Tanaka (Author)

November 6, 2025

DAMAGE DETECTION IN REINFORCED CONCRETE STRUCTURES USING VIBRATION-BASED MONITORING TECHNIQUES

Christopher Antonio Labanyi (Author)

April 28, 2022

Comprehensive Performance, Functional, and Deployment Best Practices for SAP HANA: Comparing Scale Up and Scale Out Architectures in Enterprise Environments

Sankar Thambireddy, Venkata Ramana Reddy Bussu, Phani Santhosh Sivaraju (Author)

August 5, 2023

COMPARATIVE ANALYSIS OF REGULARIZATION METHODS IN DEEP NEURAL NETWORKS FOR OVERFITTING CONTROL

Badola Nair Lal (Author)

November 19, 2025

Comparative Analysis of Monolithic and Microservices Architectures for Large-Scale Machine Learning Systems

Buckley Joe Zhu (Author)

May 21, 2021

Closed-Loop Feedback Systems in DevOps Automation Using AI for Predictive Failure Recovery and Deployment Rollbacks

Risa Minato Wataya (Author)

February 12, 2022

Classification Models for Identifying Safety Hazards from Wearable Device Data in Construction Sites

Christopher Fuentes William (Author)

June 15, 2022

Challenges and Opportunities of Applying Microservices Architecture in Artificial Intelligence and Machine Learning Systems

Karl Marx Celan (Author)

August 5, 2021

Blockchain-Enabled Trust Management Models for Secure Data Sharing in Decentralized Systems

Nam Dũng (Author)

March 19, 2025

BENCHMARKING THE PERFORMANCE OF CONTAINERIZED MICROSERVICES USING DISTRIBUTED TRACING AND DYNAMIC LOAD TESTING

Shohei Ooka Ogawa (Author)

July 14, 2022

Benchmarking Prompt Architectures: A Quantitative Study of Contextual and Decomposed Prompting for Complex ETL Code Generation

Rajitha Gentyala (Author)

June 5, 2025

Benchmarking Machine Learning Algorithms for Imbalanced Data in Fraud Detection

Ayodele Ifeoma (Author)

July 18, 2025

Benchmarking AutoML Frameworks for Scalable and Reproducible Data Science Workflows

Goethe Chamisso Maria (Author)

January 12, 2026

Autonomous Code Review and Refactoring Suggestions Using AI-Augmented Software Engineering Agents

Nomura Ishikane Ichikawa (Author)

March 6, 2022

AUTOMATING INVOICE PROCESSING THROUGH INTELLIGENT OPTICAL CHARACTER RECOGNITION AND ENTITY EXTRACTION

Hiroshi Martinez Camila (Author)

December 19, 2025

Automated Machine Learning (AutoML) Pipelines Enabled by Microservices Architecture

Ching Iu Jiake Xu (Author)

May 28, 2021

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