Scalytics Connect Blogs With The Topic: Open Source

The Return of Multiagent Systems - Thanks to LLMs

Multiagent systems (MAS) are groups of intelligent agents working together to achieve a common goal. LLMs power these agents, enabling them to remember, plan, and use tools. Examples include virtual simulations and scientific discovery agents.

Author:

Dr. Tristan Behrens

Democratizing neuronal networks to predict energy consumption

We recently released LSTEnergy, a LSTM model which is able to predict future energy consumption based on historical data. We also released the dataset we used to train LSTEnergy.

Author:

Vatsal Shah

Apache Wayang: More than a Big Data Abstraction

Apache Wayang is a powerful open-source framework for data platform processing, offering a flexible, cost-effective solution for federated data.

Author:

Dr. Jorge Quiané

Why is federated learning so crucial?

Federated Learning (FL) is revolutionizing distributed computing frameworks by enabling decentralized data processing and enhancing privacy. Early adopters like Google, Apple, and NASA use FL to improve products, increase operational efficiency, and maintain data privacy. This post delves into FL's role in the real-world adoption of distributed frameworks, its commercial applications, and the future impact on AI and data-driven industries.

Author:

Alexander Alten-Lorenz