Vaibhav Sharma

Title: Innovations of Vaibhav Sharma

Introduction

Vaibhav Sharma is an accomplished inventor based in Seattle, WA. He has made significant contributions to the field of technology, particularly in deep learning and data management. With a total of six patents to his name, Sharma continues to push the boundaries of innovation.

Latest Patents

One of Sharma's latest patents is titled "Transparent pre-emption and migration for planet-scale computer." This invention describes platform-level checkpointing for deep learning jobs. The checkpointing process captures two types of state data: GPU state and CPU state. The GPU state includes essential data such as model parameters and optimizer state, which are located in the GPU. The checkpointing is performed in a domain-aware manner, ensuring that only a fraction of the GPU memory is copied. This method allows for effective memory management and the ability to restore the destination GPU to the same context.

Another notable patent is "Processing delete requests based on change feed of updates." This invention outlines a method for processing deletion requests using sequencing numbers with change feed updates. When a deletion occurs, a notification is created in a change feed on the source server. This notification includes record IDs and sequence numbers to track deletions accurately. The system ensures that no deletion updates are missed, preventing silent failures.

Career Highlights

Vaibhav Sharma is currently employed at Microsoft Technology Licensing, LLC, where he applies his expertise in technology and innovation