This document provides an overview of advanced task scheduling capabilities with Amazon ECS. It discusses the ECS placement engine which gives developers more control over task placement through constraints and strategies. Constraints allow targeting specific instance types, availability zones or custom attributes. Strategies like spread, binpack, and affinity can distribute tasks across instances. The document demonstrates how to use these features to optimize task placement and provides examples of companies using ECS for production workloads.