2012 - ACM Fellow For contributions to the theory and practice of reliable distributed computing.
His main research concerns Distributed computing, Software transactional memory, Database transaction, Computer network and Implementation. His work on Fault tolerance is typically connected to Failure detector as part of general Distributed computing study, connecting several disciplines of science. The various areas that Rachid Guerraoui examines in his Software transactional memory study include Concurrent computing, Benchmark and Parallel computing.
His Serializability and Atomicity study in the realm of Database transaction connects with subjects such as Drop. His Computer network research incorporates elements of Distributed algorithm and Adversary. His studies in Implementation integrate themes in fields like Queue, Load balancing and Decentralised system.
His primary scientific interests are in Distributed computing, Theoretical computer science, Asynchronous communication, Scalability and Algorithm. His research integrates issues of Computer network and Atomic broadcast in his study of Distributed computing. His work on Computer network is being expanded to include thematically relevant topics such as Gossip protocol.
His study in Theoretical computer science is interdisciplinary in nature, drawing from both Time complexity, Set, Byzantine fault tolerance and Shared memory. His work in Time complexity covers topics such as Upper and lower bounds which are related to areas like Discrete mathematics. His Asynchronous communication study frequently intersects with other fields, such as Artificial intelligence.
Rachid Guerraoui mostly deals with Artificial intelligence, Distributed computing, Asynchronous communication, Theoretical computer science and Machine learning. His work is dedicated to discovering how Distributed computing, Database transaction are connected with Commit and other disciplines. He has researched Asynchronous communication in several fields, including Rate of convergence, Liveness and Process.
His Theoretical computer science study also includes fields such as
Causal consistency, which have a strong connection to Latency,
Consistency and related Serializability and Data structure,
Object and related Computer security. His study on Machine learning also encompasses disciplines like
Byzantine fault tolerance and related Scalability,
Overhead, which have a strong connection to Asynchrony and Protocol,
Peer-to-peer, which have a strong connection to Efficient algorithm. His Computer network research integrates issues from Gossip protocol, Cloud computing and Parameterized complexity.
Rachid Guerraoui focuses on Artificial intelligence, Machine learning, Asynchronous communication, Byzantine fault tolerance and Distributed computing. As a member of one scientific family, Rachid Guerraoui mostly works in the field of Artificial intelligence, focusing on Overhead and, on occasion, Convergence of random variables and Asynchrony. Rachid Guerraoui has included themes like Block and Protocol in his Machine learning study.
His Asynchronous communication research is multidisciplinary, relying on both Rate of convergence, Liveness, Server and Throughput. His research in Byzantine fault tolerance intersects with topics in Stochastic gradient descent, Theoretical computer science, Leverage, Resilience and Communication source. His primary area of study in Distributed computing is in the field of Fault tolerance.
This overview was generated by a machine learning system which analysed the scientist’s body of work. If you have any feedback, you can contact us here.
The many faces of publish/subscribe
Patrick Th. Eugster;Pascal A. Felber;Rachid Guerraoui;Anne-Marie Kermarrec.
ACM Computing Surveys (2003)
Epidemic information dissemination in distributed systems
P.T. Eugster;R. Guerraoui;A.-M. Kermarrec;L. Massoulie.
IEEE Computer (2004)
Lightweight probabilistic broadcast
P. Th. Eugster;R. Guerraoui;S. B. Handurukande;P. Kouznetsov.
ACM Transactions on Computer Systems (2003)
Gossip-based peer sampling
Márk Jelasity;Spyros Voulgaris;Rachid Guerraoui;Anne-Marie Kermarrec.
ACM Transactions on Computer Systems (2007)
Software-based replication for fault tolerance
R. Guerraoui;A. Schiper.
IEEE Computer (1997)
On the correctness of transactional memory
Rachid Guerraoui;Michal Kapalka.
acm sigplan symposium on principles and practice of parallel programming (2008)
Introduction to Reliable and Secure Distributed Programming
Christian Cachin;Rachid Guerraoui;Lus Rodrigues.
The peer sampling service: experimental evaluation of unstructured gossip-based implementations
Márk Jelasity;Rachid Guerraoui;Anne-Marie Kermarrec;Maarten van Steen.
acm ifip usenix international conference on middleware (2004)
Machine learning with adversaries: byzantine tolerant gradient descent
Peva Blanchard;El Mahdi El Mhamdi;Rachid Guerraoui;Julien Stainer.
neural information processing systems (2017)
Introduction to Reliable Distributed Programming
Rachid Guerraoui;Luís Rodrigues.
If you think any of the details on this page are incorrect, let us know.
We appreciate your kind effort to assist us to improve this page, it would be helpful providing us with as much detail as possible in the text box below: