42 citations · 125 across the 8 of their papers we have counts for
8 papers
A Feature Importance Analysis for Soft-Sensing-Based Predictions in a Chemical Sulphonation Process
Enrique Garcia-Ceja, Åsmund Hugo, Brice Morin +4
In this paper we present the results of a feature importance analysis of a chemical sulphonation process. The task consists of predicting the neutralization number (NT), which is a…
Towards the Automation of a Chemical Sulphonation Process with Machine Learning
Enrique Garcia-Ceja, Åsmund Hugo, Brice Morin +4
Nowadays, the continuous improvement and automation of industrial processes has become a key factor in many fields, and in the chemical industry, it is no exception. This translate…
Maximizing Error Injection Realism for Chaos Engineering with System Calls
Long Zhang, Brice Morin, Benoit Baudry +1
In this paper, we present a novel fault injection framework for system call invocation errors, called Phoebe. Phoebe is unique as follows. First, Phoebe enables developers to have…
Automatic Observability for Dockerized Java Applications
Long Zhang, Deepika Tiwari, Brice Morin +2
Docker is a virtualization technique heavily used in the industry to build cloud-based systems. In the context of Docker, a system is said to be observable if engineers can get acc…
Observability and Chaos Engineering on System Calls for Containerized Applications in Docker
Jesper Simonsson, Long Zhang, Brice Morin +2
In this paper, we present a novel fault injection system called ChaosOrca for system calls in containerized applications. ChaosOrca aims at evaluating a given application's self-pr…
A Chaos Engineering System for Live Analysis and Falsification of Exception-handling in the JVM
Long Zhang, Brice Morin, Philipp Haller +2
Software systems contain resilience code to handle those failures and unexpected events happening in production. It is essential for developers to understand and assess the resilie…