55 citations · 177 across the 33 of their papers we have counts for
6 papers · 2 filters
Sustainable Cooperation in Peer-To-Peer Networks
Bulat Nasrulin, Rowdy Chotkan, Johan Pouwelse
Traditionally, peer-to-peer systems have relied on altruism and reciprocity. Although incentive-based models have gained prominence in new-generation peer-to-peer systems, it is es…
Web3Recommend: Decentralised recommendations with trust and relevance
Rohan Madhwal, Johan Pouwelse
Web3Recommend is a decentralized Social Recommender System implementation that enables Web3 Platforms on Android to generate recommendations that balance trust and relevance. Gener…
Towards Sybil Resilience in Decentralized Learning
Thomas Werthenbach, Johan Pouwelse
Federated learning is a privacy-enforcing machine learning technology but suffers from limited scalability. This limitation mostly originates from the internet connection and memor…
Decentralized Learning Made Practical with Client Sampling
Martijn de Vos, Akash Dhasade, Anne-Marie Kermarrec +3
Decentralized learning (DL) leverages edge devices for collaborative model training while avoiding coordination by a central server. Due to privacy concerns, DL has become an attra…
The Universal Trust Machine: A survey on the Web3 path towards enabling long term digital cooperation through decentralised trust
Rohan Madhwal, Johan Pouwelse
Since the dawn of human civilization, trust has been the core challenge of social organization. Trust functions to reduce the effort spent in constantly monitoring others' actions…
A Deployment-First Methodology to Mechanism Design and Refinement in Distributed Systems
Martijn de Vos, Georgy Ishmaev, Johan Pouwelse +1
Catalyzed by the popularity of blockchain technology, there has recently been a renewed interest in the design, implementation and evaluation of decentralized systems. Most of thes…