Invention Publication
- Patent Title: METHODS AND SYSTEMS OF RESILIENT MOBILE DISTRIBUTED COMPUTING
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Application No.: US17551436Application Date: 2021-12-15
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Publication No.: US20230186620A1Publication Date: 2023-06-15
- Inventor: Qi ZHAO , Huong Ngoc DANG , Yi LI , Xin TIAN , Nichole SULLIVAN , Genshe CHEN , Khanh PHAM
- Applicant: Intelligent Fusion Technology, Inc.
- Applicant Address: US MD Germantown
- Assignee: Intelligent Fusion Technology, Inc.
- Current Assignee: Intelligent Fusion Technology, Inc.
- Current Assignee Address: US MD Germantown
- Main IPC: G06V10/94
- IPC: G06V10/94 ; G06V10/764 ; G06V10/82 ; G06V10/96 ; G06V10/77

Abstract:
A system includes: a named data networking (NDN) based Spark distributed computing network including a Spark distributed computing network including a master computer node and a plurality of slave computer nodes, and a named data networking (NDN) protocol installed on the Spark distributed computing network, and a coded distributed computing (CDC) target recognition model deployed on the NDN-based Spark distributed computing network. The NDN-based Spark distributed computing network is configured to: receive one or more batches of input images; generate a parity image from each batch of the input images; predict a label for each image of the batch of the input images; process the generated parity image; upon a label prediction of one image of the batch of the input images being unavailable, reconstruct the unavailable label prediction; and classify labels for the input images.
Public/Granted literature
- US12067766B2 Methods and systems of resilient mobile distributed computing Public/Granted day:2024-08-20
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