Publications related to GARFIELD: System Support for Byzantine Machine Learning (Regular Paper)

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Causal Consistency and Latency Optimality: Friend or Foe? [Extended Version]

Rachid Guerraoui, Willy Zwaenepoel, Diego Didona, Junxiong Wang

Causal consistency is an attractive consistency model for geo-replicated data stores. It is provably the strongest model that tolerates network partitions. It avoids the long latencies associated with strong consistency, and, especially when using read-onl ...

2018

Causal Consistency and Latency Optimality: Friend or Foe?

Rachid Guerraoui, Willy Zwaenepoel, Diego Didona, Junxiong Wang

ASSOC COMPUTING MACHINERY2018

Single-server Multi-message Private Information Retrieval with Side Information

Michael Christoph Gastpar, Su Li

We study the problem of single-server multi-message private information retrieval with side information. One user wants to recover N out of K independent messages which are stored at a single server. The user initially possesses a subset of M messages as s ...

IEEE2018

The Hidden Vulnerability of Distributed Learning in Byzantium

Rachid Guerraoui, El Mahdi El Mhamdi, Sébastien Louis Alexandre Rouault

While machine learning is going through an era of celebrated success, concerns have been raised about the vulnerability of its backbone: stochastic gradient descent (SGD). Recent approaches have been proposed to ensure the robustness of distributed SGD aga ...

2018

Approximation methods for large-scale spatial queueing systems

Nikolaos Geroliminis, Burak Boyaci

Different than the conventional queueing systems, in spatial queueing systems (SQS) the service rate for each customer-server pairs differs and the server that intervenes for a specific customer is not known a priori, depending on the availability of serve ...

Pergamon-Elsevier Science Ltd2015

Beyond One Third Byzantine Failures

Rachid Guerraoui, Anne-Marie Kermarrec, Cheng Wang

The Byzantine agreement problem requires a set of

n

processes to agree on a value sent by a transmitter, despite a subset of

b

processes behaving in an arbitrary, i.e. Byzantine, manner and sending corrupted messages to all processes in the system. It ...

2015

Byzantine Fireflies

Rachid Guerraoui, Alexandre David Olivier Maurer

This paper addresses the problem of synchronous beeping, as addressed by swarms of fireflies. We present Byzantine-resilient algorithms ensuring that the correct processes eventually beep synchronously despite a subset of nodes beeping asynchronously. We a ...

Springer Berlin Heidelberg2015

Byzantine Fireflies

Rachid Guerraoui, Alexandre David Olivier Maurer

2015

Beyond One Third Byzantine Failures

Rachid Guerraoui, Anne-Marie Kermarrec, Cheng Wang

The Byzantine agreement problem requires a set of

n

processes to agree on a value sent by a transmitter, despite a subset of

b

processes behaving in an arbitrary, i.e. Byzantine, manner and sending corrupted messages to all processes in the system. It ...

2015

GARFIELD: System Support for Byzantine Machine Learning (Regular Paper)

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Causal Consistency and Latency Optimality: Friend or Foe? [Extended Version]

Causal Consistency and Latency Optimality: Friend or Foe?

Single-server Multi-message Private Information Retrieval with Side Information

The Hidden Vulnerability of Distributed Learning in Byzantium

Network-Compute Co-Design for Distributed In-Memory Computing

Rack-Scale Memory Pooling for Datacenters

Approximation methods for large-scale spatial queueing systems

Beyond One Third Byzantine Failures

Byzantine Fireflies

Byzantine Fireflies

Network-Compute Co-Design for Distributed In-Memory Computing

Beyond One Third Byzantine Failures

Rack-Scale Memory Pooling for Datacenters

Causal Consistency and Latency Optimality: Friend or Foe?

Single-server Multi-message Private Information Retrieval with Side Information

Byzantine Fireflies

Causal Consistency and Latency Optimality: Friend or Foe? [Extended Version]

Approximation methods for large-scale spatial queueing systems

The Hidden Vulnerability of Distributed Learning in Byzantium

Byzantine Fireflies