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Speaker: Isael Pelletier, AWS
Title: Increasing the energy efficiency of hyperscaler FaaS infrastructures
The first part of the session focuses on current trends in cloud hyperscaler energy needs, how it impacts large scale FaaS-based & Serverless deployments and why FaaS may increase efficiency when operating modern IT workloads. In the 2nd part, we dive into the characteristics of 3 multi-tenant FaaS platforms by analyzing their architecture and unique features. Lastly, we explore possible pathways to increase the efficiency of the next generation Serverless infrastructure to better utilize compute resources.
Speaker: Michael Duchesne, T-Rize
Title: Decentralized Federated Learning: Improving Security and reliability of FL.
Decentralized Federated Learning presents complex challenges at the crossroads of machine learning, distributed systems, and game theory. T-RIZE is dedicated to overcoming these challenges, aiming to break down data silos and enable the secure monetization of private datasets. Through Federated Learning, Rizenet is building collective intelligence to deliver verifiable and trustworthy business intelligence for tokenized assets.
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