Search Results for author: Mohammad Sadoghi

Found 6 papers, 0 papers with code

Comparative Evaluation of Data Decoupling Techniques for Federated Machine Learning with Database as a Service

no code implementations15 Mar 2023 Muhammad Jahanzeb Khan, Rui Hu, Mohammad Sadoghi, Dongfang Zhao

To evaluate this approach, the authors develop a framework called Data-Decoupling Federated Learning (DDFL) and compare it with state-of-the-art FL systems that tightly couple data management and computation.

Federated Learning Management

ResilientDB: Global Scale Resilient Blockchain Fabric

no code implementations1 Feb 2020 Suyash Gupta, Sajjad Rahnama, Jelle Hellings, Mohammad Sadoghi

Recent developments in blockchain technology have inspired innovative new designs in resilient distributed and database systems.

Databases Distributed, Parallel, and Cluster Computing

Permissioned Blockchain Through the Looking Glass: Architectural and Implementation Lessons Learned

no code implementations20 Nov 2019 Suyash Gupta, Sajjad Rahnama, Mohammad Sadoghi

We show that designing such a well-crafted system is possible and illustrate that even if such a system employs a three-phase protocol, it can outperform another system utilizing a single-phase protocol.

Databases Distributed, Parallel, and Cluster Computing

Scaling Blockchain Databases through Parallel Resilient Consensus Paradigm

no code implementations3 Nov 2019 Suyash Gupta, Jelle Hellings, Mohammad Sadoghi

At the core of MultiBFT is an approach to continuously order the client-transactions by running several instances of the underlying BFT protocol in parallel.

Databases Distributed, Parallel, and Cluster Computing

Proof-of-Execution: Reaching Consensus through Fault-Tolerant Speculation

no code implementations3 Nov 2019 Suyash Gupta, Jelle Hellings, Sajjad Rahnama, Mohammad Sadoghi

Multi-party data management and blockchain systems require data sharing among participants.

Databases Distributed, Parallel, and Cluster Computing

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