This inventor holds 1 USPTO granted patent and 1 published patent application. Top assignee: Microsoft Technology Licensing, LLC. Active years: 2026.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile
Company Filing History:
Years Active: 2026
Title: Luke Jonathon Marshall and Intelligent Virtual Machine Allocation.
Introduction
Luke Jonathon Marshall is an inventor based in Redmond, Washington, whose patent work addresses efficient virtual machine allocation. His listed employer is Microsoft Technology Licensing, LLC.
Latest Patents
Marshall is associated with 1 patent, titled “Intelligent Search Space Pruning for Virtual Machine Allocation.” The invention receives a request to allocate a virtual machine across multiple clusters and identifies the clusters that meet the request. A trained search space classification model determines a truncation parameter based on an attribute of the request, allowing the system to filter the valid clusters before selecting a server and allocating the virtual machine. The disclosure also describes analyzing telemetry data to create a summary and training the model to determine truncation parameters from that analysis.
Career Highlights
The patent reflects work on applying trained models and telemetry analysis to streamline infrastructure decisions. By pruning the allocation search space, the approach aims to narrow the available choices while retaining clusters that satisfy the request.
Collaborations
The provided information lists Saurabh Agarwal and Abhisek Pan as Marshall’s coworkers. Their specific contributions to the patent are not stated.
Conclusion
Luke Jonathon Marshall’s patent focuses on using model-guided search space pruning to support virtual machine allocation across clusters.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile