Invisible Optimization: The ML Cost Efficiency Breakthrough

This session will dive into the key automation and optimization techniques that made it possible, including lifecycle shutdown automation, rightsizing strategies, instance type optimizations, and intelligent workload scheduling. A key focus will be on tackling the high costs of services like SageMaker, where compute-heavy workloads can quickly drive up expenses.

Speakers

Paul Guarino

IT Program Project Manager at Fidelity Investments

Arun Aithal Subbanna

Director of Machine Learning Engineering at Fidelity Investments

Bhargav Tumu

Software Consultant at Fidelity Investments