What is he best known for?
The fields of study he is best known for:
- Operating system
- Programming language
- Computer network
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 most cited work include:
- The many faces of publish/subscribe (2763 citations)
- Epidemic information dissemination in distributed systems (461 citations)
- Gossip-based peer sampling (438 citations)
What are the main themes of his work throughout his whole career to date?
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.
He most often published in these fields:
- Distributed computing (40.65%)
- Theoretical computer science (17.01%)
- Asynchronous communication (14.46%)
What were the highlights of his more recent work (between 2016-2021)?
- Artificial intelligence (6.12%)
- Distributed computing (40.65%)
- Asynchronous communication (14.46%)
In recent papers he was focusing on the following fields of study:
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
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Causal consistency, which have a strong connection to Latency,
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Consistency and related Serializability and Data structure,
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Object and related Computer security.
His study on Machine learning also encompasses disciplines like
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Byzantine fault tolerance and related Scalability,
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Overhead, which have a strong connection to Asynchrony and Protocol,
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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.
Between 2016 and 2021, his most popular works were:
- Machine learning with adversaries: byzantine tolerant gradient descent (256 citations)
- The Hidden Vulnerability of Distributed Learning in Byzantium (93 citations)
- TRIAD: creating synergies between memory, disk and log in log structured key-value stores (42 citations)
In his most recent research, the most cited papers focused on:
- Operating system
- Programming language
- Computer network
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.
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