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Home > Eventos > 2013 > Modeling Systems from Logs of their Behavior
Modeling Systems from Logs of their Behavior
14 March 2013 - 12:30pm
Ponente(s): 
Ivan Beschastnikh, PhD student, University of Washington, USA
Lugar: 

Sala de Juntas 3.3.B01 - Edificio Rey Pastor (Biblioteca), Universidad Carlos III de Madrid, Avda. Universidad, 30, 28911 Leganés – Madrid

Organización: 
NETCOM Research Group (Departamento de Ingeniería Telemática, UC3M); Institute IMDEA Networks

Abstract: 

Logged messages are invaluable for debugging and diagnosing problems. Unfortunately, many execution logs are inscrutable in their raw form. For example, a production Google system may generate a billion-line log file in a single day. In my talk, I will detail two log-analysis tools that I developed to deal with this problem. These tools infer concise and precise models from large execution logs of sequential and distributed systems. Both tools enable new kinds of program analyses and make logs more useful to developers. For example, my empirical experiments show that developers find the inferred models useful for identifying bugs, confirming bugs that were previously known, and increasing their confidence in their implementations.

About Ivan Beschastnikh:

Ivan Beschastnikh is a final-year PhD student at the University of Washington working with Tom Anderson, Michael D. Ernst, and Arvind Krishnamurthy. His research aim is to improve the design, implementation, and operation of large systems by using techniques from the areas of systems and software engineering.
Personal site

Este evento se impartirá en inglés.

Imagen: By VistaICO.com (VistaICO Toolbar Icons) [CC-BY-3.0 (http://creativecommons.org/licenses/by/3.0)], via Wikimedia Commons