A Review on Building Blocks of Decentralized Artificial Intelligence

V Kersic, M Turkanovic - arXiv preprint arXiv:2402.02885, 2024 - arxiv.org
Artificial intelligence is transforming our lives, and technological progress and transfer from
the academic and theoretical sphere to the real world are accelerating yearly. But during that …

[PDF][PDF] Decentralization of artificial intelligence: Analyzing developments in decentralized learning and distributed AI networks

I Gupta - arXiv preprint arXiv:1603.04467, 2020 - researchgate.net
While Artificial Intelligence models are traditionally centralized at all stages (development,
training, testing, deployment etc.) throughout their lifecycle, there are various disadvantages …

[HTML][HTML] Distributed artificial intelligence: Taxonomy, review, framework, and reference architecture

N Janbi, I Katib, R Mehmood - Intelligent Systems with Applications, 2023 - Elsevier
Artificial intelligence (AI) research and market have grown rapidly in the last few years, and
this trend is expected to continue with many potential advancements and innovations in this …

Distributed Artificial Intelligence: Review, Taxonomy, Framework, and Reference Architecture

N Janbi, I Katib, R Mehmood - Taxonomy, Framework, and …, 2023 - papers.ssrn.com
Artificial intelligence (AI) research and market have grown rapidly in the last few years and
this trend is expected to continue with many potential advancements and innovations in this …

Decentralized AI for Edge Devices with Federated Learning in the Internet of Things

MS Gouri, M Nagarajan, MW Hussain… - … and Smart Electrical …, 2023 - ieeexplore.ieee.org
As a result of the development of the Internet of Things (IoT), connectivity and applications
that are driven by data have entered a new age. Decentralised artificial intelligence with …

How Decentralized Systems Can Upgrade AI

WA Kaal - International Journal of Artificial Intelligence and …, 2021 - papers.ssrn.com
Decentralized systems enhance future algorithmic applications. Centralized algorithmic
automation is a very powerful tool for humanity. It fulfills increasingly important roles in …

Reimagining Decentralized AI

T Shadmy, K Ligett - Proceedings of the Symposium on Computer …, 2024 - dl.acm.org
The paper uses aspirations mentioned in the initial research on machine learning
decentralization as a lens for examining the current state-of-the-art and exposing …

Keynote: Edge intelligence-emerging solutions and open challenges

ML Bernardi - … Workshops and other Affiliated Events (PerCom …, 2021 - ieeexplore.ieee.org
Recent advances in AI have led to a number of intelligent applications, such as intelligent
personal assistants, context-related and personalized buying advice, automated video …

Artificially intelligent decentralized autonomous organization

AR Yadlapalli, N Mohite, V Pawar… - 2019 4th International …, 2019 - ieeexplore.ieee.org
Blockchains have enabled a slew of new opportunities, to create decentralized software and
organizations. Riding on its tailcoats, we want to create a Decentralized Autonomous …

Network for Distributed Intelligence: A Survey and Future Perspectives

C Campolo, A Iera, A Molinaro - IEEE Access, 2023 - ieeexplore.ieee.org
To keep pace with the explosive growth of Artificial Intelligence (AI) and Machine Learning
(ML)-dominated applications, distributed intelligence solutions are gaining momentum …