27 citations · 58 across the 9 of their papers we have counts for
3 papers · 1 filter
PreNeT: Leveraging Computational Features to Predict Deep Neural Network Training Time
Alireza Pourali, Arian Boukani, Hamzeh Khazaei
Training deep learning models, particularly Transformer-based architectures such as Large Language Models (LLMs), demands substantial computational resources and extended training…
Employing Software Diversity in Cloud Microservices to Engineer Reliable and Performant Systems
Nazanin Akhtarian, Hamzeh Khazaei, Marin Litoiu
In the ever-shifting landscape of software engineering, we recognize the need for adaptation and evolution to maintain system dependability. As each software iteration potentially…
A Learning-Based Caching Mechanism for Edge Content Delivery
Hoda Torabi, Hamzeh Khazaei, Marin Litoiu
With the advent of 5G networks and the rise of the Internet of Things (IoT), Content Delivery Networks (CDNs) are increasingly extending into the network edge. This shift introduce…