Inventor
PERUMALLA POORNA CHAND SRINIVAS
US21 patents
Patents
21 patentsUS10587632B1Mar 10, 2020
Neural network-based malware detection
AMAZON TECH INC40 citations93
US11853401B1Dec 26, 2023
Machine learning model creation via user-configured model building blocks
AMAZON TECH INC33 citations92
US11422863B2Aug 23, 2022
Attached accelerator scaling
AMAZON TECH INC10 citations85
US11093497B1Aug 17, 2021
Nearest neighbor search as a service
AMAZON TECH INC10 citations85
US10915524B1Feb 9, 2021
Scalable distributed data processing and indexing
AMAZON TECH INC15 citations85
US10810471B1Oct 20, 2020
Intelligent coalescing of media streams
AMAZON TECH INC12 citations83
US10616338B1Apr 7, 2020
Partitioning data according to relative differences indicated by a cover tree
AMAZON TECH INC13 citations83
US11467835B1Oct 11, 2022
Framework integration for instance-attachable accelerator
AMAZON TECH INC7 citations80
US12353971B1Jul 8, 2025
Machine learning model adaptation via segment replacement and student-teacher training
AMAZON TECH INC3 citations73
US12067482B1Aug 20, 2024
Intelligent input adaptation from disparate data sources for heterogeneous machine learning model execution
AMAZON TECH INC6 citations72
US11960935B2Apr 16, 2024
Fault-tolerant accelerator based inference service
AMAZON TECH INC2 citations72
US11599821B2Mar 7, 2023
Attached accelerator based inference service
AMAZON TECH INC2 citations72
US11055286B2Jul 6, 2021
Incremental updates for nearest neighbor search
AMAZON TECH INC2 citations72
US11023440B1Jun 1, 2021
Scalable distributed data processing and indexing
AMAZON TECH INC3 citations72
US11677634B1Jun 13, 2023
Selecting and deploying models based on sensor availability
AMAZON TECH INC5 citations71
US11544577B1Jan 3, 2023
Adaptable filtering for edge-based deep learning models
AMAZON TECH INC2 citations70
US11210605B1Dec 28, 2021
Dataset suitability check for machine learning
AMAZON TECH INC5 citations69
US10853129B1Dec 1, 2020
Accelerator based inference service
AMAZON TECH INC5 citations69
US11699093B2Jul 11, 2023
Automated distribution of models for execution on a non-edge device and an edge device
AMAZON TECH INC3 citations68
US11075991B2Jul 27, 2021
Partitioning data according to relative differences indicated by a cover tree
AMAZON TECH INC1 citations60
US11494621B2Nov 8, 2022
Attached accelerator selection and placement
AMAZON TECH INC0 citations51