Marco Canini

Marco Canini

Assistant Professor (tenure-track)
ICTEAM
Université catholique de Louvain (UCL), Belgium

Email:
Phone: +32 10 474832
Place Sainte Barbe 2
B-1348 Louvain-la-Neuve

Biography

Marco is a professor (assistant) in the ICTEAM institute at the Université catholique de Louvain. Marco obtained his Ph.D. in computer science and engineering from the University of Genoa in 2009 after spending the last year as a visiting student at the University of Cambridge, Computer Laboratory. He holds a laurea degree with honors in computer science and engineering from the University of Genoa. He was a postdoctoral researcher at EPFL from 2009 to 2012 and after that a senior research scientist for one year at Deutsche Telekom Innovation Labs & TU Berlin. He also held positions at Intel Research and Google. Marco's work has been featured in the media, attributing Marco the title of "SDN rock star".

During the course of his Ph.D., he worked on methods for accurate Internet traffic classification in real time based on application identification and the design of scalable network monitoring applications. At EPFL, his work addressed the challenges for reducing the Internet's power consumption and for improving the reliability of distributed systems and software-defined networks.

My research focuses on the principled construction and operation of large scale networked systems, which compose scalable distributed systems and networking design.

Teaching

News

Research Overview

My research interests are in distributed systems, large-scale computing and computer networking with emphasis on cloud computing and programmable networks.
My current work focuses on improving networked systems design, implementation and operation along several vital properties such as reliability, performance and energy efficiency.

To improve the reliability of networked systems, my work develops approaches to proactively detect potential faults. The current focus for this research topic is in discovering software faults in software-defined networks. Previously, my research addressed the challenges of designing and implementing a system that checks for potential faults in deployed distributed system implementations running in federated and heterogeneous settings. A prime example for these kind of systems is the Internet's inter-domain routing system.
To improve performance of cloud applications, my work devises mechanisms to achieve more predictable performance for highly distributed applications that critically depend on consistent low latency, such as interactive web services and data analytics. In project Absinthe, we study how different load adaptation mechanisms of different real systems such as Cassandra and Hadoop may interfere with each other "in the wild" and degrade performance.
To increase the Internet's energy efficiency, my work seeks to maximize opportunities to avoid energy wastage by placing underutilized network elements into a low-power state with the overall goal of achieving high energy savings without compromising end-user performance.

Projects

Here is a representative subset of projects I am working on:

Friends of Marco® (FoM)

I am privileged to be working with these very talented PhD students:

I am extremely fortunate to collaborate with and learn from these top researchers:

Publications

Performance predictability in cloud stores and big data systems

Software-defined networking and network architecture

Reliable networked systems

Energy-efficient networks

Network monitoring and application identification

Extended abstracts

Book chapters

Copyright notice

Certain contents is © 2005-2016 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.

Certain contents is © 2008-2016 ACM. This is the author's version of the work. It is posted here for your personal use. Not for redistribution.

Talks

Recent Service

Program Co-Chair: Program Committee: Reviewer:

Software

Last updated: Monday, 30-May-2016 17:16:49 | © 2012-2016 Marco Canini, all rights reserved