353 citations · 643 across the 8 of their papers we have counts for
8 papers
Agile Risk Management for Multi-Cloud Software Development
Victor Muntés-Mulero, Oscar Ripolles, Smrati Gupta +4
Industry in all sectors is experiencing a profound digital transformation that puts software at the core of their businesses. In order to react to continuously changing user requir…
Next Stop "NoOps": Enabling Cross-System Diagnostics Through Graph-based Composition of Logs and Metrics
Michał Zasadziński, Marc Solé, Alvaro Brandon +2
Performing diagnostics in IT systems is an increasingly complicated task, and it is not doable in satisfactory time by even the most skillful operators. Systems and their architect…
Protocol and Tools for Conducting Agile Software Engineering Research in an Industrial-Academic Setting: A Preliminary Study
Katarzyna Biesialska, Xavier Franch, Victor Muntés-Mulero
Conducting empirical research in software engineering industry is a process, and as such, it should be generalizable. The aim of this paper is to discuss how academic researchers m…
Mistral Supercomputer Job History Analysis
Michał Zasadziński, Victor Muntés-Mulero, Marc Solé +1
In this technical report, we show insights and results of operational data analysis from petascale supercomputer Mistral, which is ranked as 42nd most powerful in the world as of J…
A Deep-Reinforcement Learning Approach for Software-Defined Networking Routing Optimization
Giorgio Stampa, Marta Arias, David Sanchez-Charles +2
In this paper we design and evaluate a Deep-Reinforcement Learning agent that optimizes routing. Our agent adapts automatically to current traffic conditions and proposes tailored…
Survey on Models and Techniques for Root-Cause Analysis
Marc Solé, Victor Muntés-Mulero, Annie Ibrahim Rana +1
Automation and computer intelligence to support complex human decisions becomes essential to manage large and distributed systems in the Cloud and IoT era. Understanding the root c…
Knowledge-Defined Networking
Albert Mestres, Alberto Rodriguez-Natal, Josep Carner +17
The research community has considered in the past the application of Artificial Intelligence (AI) techniques to control and operate networks. A notable example is the Knowledge Pla…
Solving Big Data Challenges for Enterprise Application Performance Management
Tilmann Rabl, Mohammad Sadoghi, Hans-Arno Jacobsen +3
As the complexity of enterprise systems increases, the need for monitoring and analyzing such systems also grows. A number of companies have built sophisticated monitoring tools th…