Competetion Modes Explore: 2nd to 4th grades Challenge: 4th to 8th grades Timeline Boys Course Plan Belal: 6 Yaseen: 8 Younes: 9

Kids Younes: 5th Grade Hamza: 5th Grade - 11 yr old in Nov Belal: 3th Grade - 9 yr old in Oct Belal: 2nd Grade - 8 yr old in April Yaseen: 4th Grade - Mohamed: 8th Grade - 13 Modo: 12 years old Omar: 5th Grade Moaaz : 8 years old

Linux Foundation AI&Data Flyte.org The Workflow Automation Platform for Complex, Mission-Critical Data and ML Processes at Scale Haytham Abuelfutuh haytham@union.ai Why Flyte is used in production at Lyft, Spotify, Freenome and many others. Flyte is Battle-Tested and Truly Open-Source

Flyte system consists of multiple components. For the purposes of this document, let's categorize them into server-side and client-side components: Admin: A server-side control plane component accessible from console, cli and other backends. Catalog: A server-side control plane component accessible from console, cli and other backends. Console: A client-side single page react app. Cli: A client-side (Command Line Interface) component that interacts with Admin and Catalog. Propeller: A server-side data plane component that interacts with both admin and catalog services. Required Flows User authN using OpenIdConnect

Added CoPilot configuration to sandbox manifest Updated and streamlined documentation navigation and themes. Better content organization coming soon! Performance Improved execution performance including: Reduced cache lookups Improved GetWorkflowExecution performance Capped max number of nodes in each propeller round

The number of shards in the cluster is completely dynamic... numShards == numReplicas The pod horizontal autoscaler can scale up and down based on the the CPU/Mem (or number of WFs in the system). Algorithm: Admin assigns a unique Int [0, maxBins] per execution randomly. Propeller starts up, creates Leases that match the number of replicas It attempts to acquire all the leases. As soon as it acquires one, it drops the rest and starts processing.