Zobrazeno 1 - 10
of 392
pro vyhledávání: '"Pouwelse, A."'
Data deduplication emerged as a powerful solution for reducing storage and bandwidth costs in cloud settings by eliminating redundancies at the level of chunks. This has spurred the development of numerous Content-Defined Chunking (CDC) algorithms ov
Externí odkaz:
http://arxiv.org/abs/2409.06066
Autor:
Kempen, Leon, Pouwelse, Johan
Current digital payment solutions are fragile and offer less privacy than traditional cash. Their critical dependency on an online service used to perform and validate transactions makes them void if this service is unreachable. Moreover, no transact
Externí odkaz:
http://arxiv.org/abs/2407.13776
This study introduces De-DSI, a novel framework that fuses large language models (LLMs) with genuine decentralization for information retrieval, particularly employing the differentiable search index (DSI) concept in a decentralized setting. Focused
Externí odkaz:
http://arxiv.org/abs/2404.12237
The Public Key Infrastructure existed in critical infrastructure systems since the expansion of the World Wide Web, but to this day its limitations have not been completely solved. With the rise of government-driven digital identity in Europe, it is
Externí odkaz:
http://arxiv.org/abs/2401.05239
Autor:
Kanaris, Orestis, Pouwelse, Johan
In recent times, the prevalence of home NATs and the widespread implementation of Carrier-Grade NATs have posed significant challenges to various applications, particularly those relying on Peer-to-Peer communication. This paper addresses these issue
Externí odkaz:
http://arxiv.org/abs/2311.04658
Large pre-trained language models have demonstrated their proficiency in storing factual knowledge within their parameters and achieving remarkable results when fine-tuned for downstream natural language processing tasks. Nonetheless, their capacity
Externí odkaz:
http://arxiv.org/abs/2309.16459
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 essential to recognize the continued importance of cooperative principle
Externí odkaz:
http://arxiv.org/abs/2308.07148
Possible manipulation of user transactions by miners in a permissionless blockchain systems is a growing concern. This problem is a pervasive and systemic issue, known as Miner Extractable Value (MEV), incurs highs costs on users of decentralised app
Externí odkaz:
http://arxiv.org/abs/2307.02081
Autor:
Madhwal, Rohan, Pouwelse, Johan
Web3Recommend is a decentralized Social Recommender System implementation that enables Web3 Platforms on Android to generate recommendations that balance trust and relevance. Generating recommendations in decentralized networks is a non-trivial probl
Externí odkaz:
http://arxiv.org/abs/2307.01411
Autor:
Werthenbach, Thomas, Pouwelse, Johan
Federated learning is a privacy-enforcing machine learning technology but suffers from limited scalability. This limitation mostly originates from the internet connection and memory capacity of the central parameter server, and the complexity of the
Externí odkaz:
http://arxiv.org/abs/2306.15044