35 citations · 37 across the 2 of their papers we have counts for
4 papers · 1 filter
On the Compression of Language Models for Code: An Empirical Study on CodeBERT
Giordano d'Aloisio, Luca Traini, Federica Sarro +1
Language models have proven successful across a wide range of software engineering tasks, but their significant computational costs often hinder their practical adoption. To addres…
VAMP: Visual Analytics for Microservices Performance
Luca Traini, Jessica Leone, Giovanni Stilo +1
Analysis of microservices' performance is a considerably challenging task due to the multifaceted nature of these systems. Each request to a microservices system might raise severa…
Enhancing Trace Visualizations for Microservices Performance Analysis
Jessica Leone, Luca Traini
Performance analysis of microservices can be a challenging task, as a typical request to these systems involves multiple Remote Procedure Calls (RPC) spanning across independent se…
Towards effective assessment of steady state performance in Java software: Are we there yet?
Luca Traini, Vittorio Cortellessa, Daniele Di Pompeo +1
Microbenchmarking is a widely used form of performance testing in Java software. A microbenchmark repeatedly executes a small chunk of code while collecting measurements related to…