45 citations · 58 across the 10 of their papers we have counts for
13 papers · 1 filter
Comparative Evaluation of Data Decoupling Techniques for Federated Machine Learning with Database as a Service
Muhammad Jahanzeb Khan, Rui Hu, Mohammad Sadoghi +1
Federated Learning (FL) is a machine learning approach that allows multiple clients to collaboratively learn a shared model without sharing raw data. However, current FL systems pr…
On the Correctness of Speculative Consensus
Jelle Hellings, Suyash Gupta, Sajjad Rahnama +1
The introduction of Bitcoin fueled the development of blockchain-based resilient data management systems that are resilient against failures, enable federated data management, and…
Byzantine Cluster-Sending in Expected Constant Communication
Jelle Hellings, Mohammad Sadoghi
Traditional resilient systems operate on fully-replicated fault-tolerant clusters, which limits their scalability and performance. One way to make the step towards resilient high-p…
Blockchain Transaction Processing
Suyash Gupta, Mohammad Sadoghi
A blockchain is an append-only linked-list of blocks, which is maintained at each participating node. Each block records a set of transactions and their associated metadata. Blockc…
Highly Available Queue-oriented Speculative Transaction Processing
Thamir M. Qadah, Mohammad Sadoghi
Deterministic database systems have received increasing attention from the database research community in recent years. Despite their current limitations, recent proposals of distr…
ResilientDB: Global Scale Resilient Blockchain Fabric
Suyash Gupta, Sajjad Rahnama, Jelle Hellings +1
Recent developments in blockchain technology have inspired innovative new designs in resilient distributed and database systems. At their core, these blockchain applications typica…