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Browsing Auburn Theses and Dissertations by Author "Rahman, Akond"
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AI-aided System and Design Technology Co-optimization Methodology Towards Designing Energy-efficient and High-performance AI Accelerators
Mishty, Kaniz Fatema (2024-11-18)
The rapid growth of artificial intelligence (AI) and deep learning (DL) workloads has created an urgent need for more efficient and high-performance AI accelerators, both at the edge and in cloud data centers. The computational ...
Configuration Changes in Kubernetes Configuration Scripts
Singh, Ayush (2025-04-22)
Kubernetes has emerged as the dominant container orchestration platform, widely adopted for managing cloud-native applications. However, its dynamic configuration introduces complexities that can lead to security ...
Mitigation of Security Misconfigurations in Kubernetes-based Container Orchestration: A Techno-Educational Approach
Shamim, Md Shazibul Islam (2024-07-28)
Kubernetes has emerged as the preferred tool for implementing automated container orchestration, offering significant advantages for IT organizations. However, the presence of security misconfigurations can render ...
On Accelerating Deep Neural Network Mutation Analysis
Lyons, Lauren (2025-04-21)
The usage of Deep Neural Networks (DNNs) is increasing rapidly across various domains, necessitating rigorous testing to ensure validity, usability, and effectiveness. Mutation analysis of DNNs, a technique that applies ...
A Set-Theoretic Perspective for Evaluating, Training, and Interpreting Language Models
Bansal, Naman (2024-08-13) ETD File Embargoed
This thesis investigates the training, evaluation, and interpretation of language models from a set-theoretic perspective. We start by evaluating language models through the lens of Semantic Overlap Summarization (SOS), ...
Understanding Execution Faults in Ansible-based Configuration Management
Cheng, Wan Syun (2025-04-21)
Ansible is a popular tool for implementing the practice of infrastructure as code. While usage of the tool yields benefits for practitioners, faulty execution of Ansible configuration scripts can cause serious consequences, ...