The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Dec. 09, 2025
Filed:
Aug. 27, 2025
Qpiai India Private Limited, Nagavara, IN;
Aswanth Krishnan, Bengaluru, IN;
Sachin Kumar, Bengaluru, IN;
Lakshya Priyadarshi, Lucknow, IN;
Nagendra Nagaraja, Bangalore, IN;
QpiAI India Private Limited, Bangalore, IN;
Abstract
Systems and methods for optimizing the placement of experts in a mixture-of-experts (MoE) model are disclosed. A system can include one or more processors coupled to non-transitory memory. The system can obtain a set of attributes of a plurality of hardware components of a distributed computing environment. The system can determine a set of co-activation metrics for a plurality of experts of a mixture-of-experts model according to inference or training operations executed using the mixture-of-experts model. The system can generate a quadratic unconstrained binary optimization (QUBO) data structure based at least on the set of attributes and the set of co-activation metrics. The system can assign the plurality of experts of the mixture-of-experts model to the plurality of hardware components of the distributed computing environment according to the QUBO data structure. The system can execute the mixture-of-experts model using the plurality of hardware components according to the assignment.