Leveraging Machine Learning for Dynamic Resource Allocation in DevOps: A Scalable Approach to Managing Microservices Architectures VM Tamanampudi Journal of Science & Technology 1, 709-748, 2020 | 17 | 2020 |
Automating CI/CD Pipelines with Machine Learning Algorithms: Optimizing Build and Deployment Processes in DevOps Ecosystems VM Tamanampudi Distributed Learning and Broad Applications in Scientific Research 5, 810-849, 2019 | 16 | 2019 |
AI-Driven Incident Management in DevOps: Leveraging Deep Learning Models and Autonomous Agents for Real-Time Anomaly Detection and Mitigation VM Tamanampudi Hong Kong Journal of AI and Medicine 4, 339-381, 2024 | 5 | 2024 |
Generative AI Agents for Automated Infrastructure Management in DevOps: Reducing Downtime and Enhancing Resource Efficiency in Cloud-Based Applications VM Tamanampudi Journal of AI-Assisted Scientific Discovery 4, 488-532, 2024 | 5 | 2024 |
AI Agents in DevOps: Implementing Autonomous Agents for Self-Healing Systems and Automated Deployment in Cloud Environments VM Tamanampudi Australian Journal of Machine Learning Research & Applications 3 (1), 507-556, 2023 | 5 | 2023 |
A Data-Driven Approach to Incident Management: Enhancing DevOps Operations with Machine Learning-Based Root Cause Analysis VM Tamanampudi Distributed Learning and Broad Applications in Scientific Research 6, 419-466, 2020 | 5 | 2020 |
AI and NLP in Serverless DevOps: Enhancing Scalability and Performance through Intelligent Automation and Real-Time Insights VM Tamanampudi Journal of AI-Assisted Scientific Discovery 3, 625-665, 2023 | 4 | 2023 |
Autonomous AI Agents for Continuous Deployment Pipelines: Using Machine Learning for Automated Code Testing and Release Management in DevOps VM Tamanampudi Australian Journal of Machine Learning Research & Applications 3, 557-600, 2023 | 4 | 2023 |
Predictive Monitoring in DevOps: Utilizing Machine Learning for Fault Detection and System Reliability in Distributed Environments VM Tamanampudi Journal of Science & Technology 1, 749-790, 2020 | 4 | 2020 |
CoWPE: Adaptive Context Window Adjustment in LLMs for Complex Input Queries VM Tamanampudi Journal of Artificial Intelligence General science (JAIGS) ISSN: 3006-4023 5 …, 2024 | 3 | 2024 |
Deep Learning Models for Continuous Feedback Loops in DevOps: Enhancing Release Cycles with AI-Powered Insights and Analytics VM Tamanampudi Journal of Artificial Intelligence Research and Applications 2, 425-463, 2022 | 3 | 2022 |
Data mining techniques for banking applications SC Kumar, S Kumar, TV Mohit, A Mahesh Int. J. Res. Stud. Comput. Sci. Eng.(IJRSCSE) 2 (4), 15-20, 2015 | 3 | 2015 |
Reinforcement Learning for AI-Powered DevOps Agents: Enhancing Continuous Integration Pipelines with Self-Learning Models and Predictive Insights VM Tamanampudi African Journal of Artificial Intelligence and Sustainable Development 4 …, 2024 | 2 | 2024 |
Deep Learning-Based Automation of Continuous Delivery Pipelines in DevOps: Improving Code Quality and Security Testing VM Tamanampudi Australian Journal of Machine Learning Research & Applications 2, 367-415, 2022 | 2 | 2022 |
NLP-Powered ChatOps: Automating DevOps Collaboration Using Natural Language Processing for Real-Time Incident Resolution VM Tamanampudi Journal of Artificial Intelligence Research and Applications 1 (1), 530-567, 2021 | 2 | 2021 |
End-to-End ML-Driven Feedback Loops in DevOps Pipelines VM Tamanampudi World Journal of Advanced Engineering Technology and Sciences 13 (1), 340-354, 2024 | 1 | 2024 |
Development of Real-Time Evaluation Frameworks for Large Language Models (LLMs): Simulating Production Environments to Assess Performance Stability Under Variable System Loads … VM Tamanampudi Distributed Learning and Broad Applications in Scientific Research 10, 326-359, 2024 | 1 | 2024 |
Application Optimizing AI Performance on Edge Devices: A Comprehensive Approach using Model Compression, Federated Learning, and Distributed Inference VM Tamanampudi International Journal of Automation, Artificial Intelligence and Machine …, 2024 | | 2024 |
Autonomous Optimization of DevOps Pipelines Using Reinforcement Learning: Adaptive Decision-Making for Dynamic Resource Allocation, Test Reordering, and Deployment Strategy … VM Tamanampudi Distributed Learning and Broad Applications in Scientific Research 10, 360-398, 2024 | | 2024 |
AI-Powered NLP Agents in DevOps: Automating Log Analysis, Event Correlation, and Incident Response in Large-Scale Enterprise Systems VM Tamanampudi Journal of Artificial Intelligence Research and Applications 4 (1), 646-689, 2024 | | 2024 |