9 citations · 15 across the 4 of their papers we have counts for
3 papers · 1 filter
Utilizing Graph Neural Networks for Effective Link Prediction in Microservice Architectures
Ghazal Khodabandeh, Alireza Ezaz, Majid Babaei +1
Managing microservice architectures in distributed systems is complex and resource intensive due to the high frequency and dynamic nature of inter service interactions. Accurate pr…
Optimization Strategies for Enhancing Resource Efficiency in Transformers & Large Language Models
Tom Wallace, Naser Ezzati-Jivan, Beatrice Ombuki-Berman
Advancements in Natural Language Processing are heavily reliant on the Transformer architecture, whose improvements come at substantial resource costs due to ever-growing model siz…
Automatic Cause Detection of Performance Problems in Web Applications
Quentin Fournier, Naser Ezzati-Jivan, Daniel Aloise +1
The execution of similar units can be compared by their internal behaviors to determine the causes of their potential performance issues. For instance, by examining the internal be…