Autonomous machine development is an iterative process of data generation and gathering, model training, and deployment characterized by complex multi-stage, multi-container workflows across heterogeneous compute resources. Multiple teams are involved, each requiring shared and heterogeneous compute. Furthermore, teams want to scale certain workloads into the cloud…
]]>Mailroom workers pick up mail and parcels from different stations and deliver them to various recipients. They know that some envelopes are time-sensitive so they use their knowledge to plan routes with the shortest possible delivery time. This mail delivery puzzle can be mathematically addressed by using techniques from operations research, a discipline that deals with applying analytical…
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