2023

A Distributed Deep Meta Task Using Internet of Things

Entrant Company

Manvitha Gali: Hcl America inc/Verizon/University of the Cumberlands

Category

Innovation in Technology - Internet of Things (IoT)

Client's Name

Country / Region

United States

The principal object of the present disclosure is to provide a novel strategy for offloading work from latency-sensitive IoT applications while maximizing resource utilization in Edge Clouds. This unique innovation is provided to introduce a selection of concepts in a simplified form to be further described.

Accordingly, in order to maximize resource utilization in Edge Clouds, the work aims to provide a novel approach for offloading work from latency-sensitive IoT applications. The suggested method is also used to plan task offloading, which cuts down on overall service times and makes the most of available resources.

Additionally, the present invention describes an Edge Clouds architecture based on DLTs that includes the elements required to support the scheduling of IoT application task offloads. In addition to resource utilizations, heterogeneities, and total times, the present invention reduces characteristics of latency-sensitive applications such as CPU energies, executions, network demands, and delays. A novel method called Distributed Deep Meta learning-driven Task Offloading (DDMTO) is presented that combines a meta-algorithm and deep neural networks (DNNs).



Credits

Senior Lead Software Engineer/Verizon
Manvitha Gali
 
2023
SuPAR

Entrant Company

CDMVision

Category

Innovation in Technology - Best AR/ VR Technology Innovation

Country / Region

Turkey

 
2023
Unified Unstructured Data Management Platform

Entrant Company

Data Dynamics

Category

Innovation in Organizational Excellence - Excellence in Business Transformation

Country / Region

United States

 
2023
 Data Dynamics enables file modernization into a data lake for data sharing with classification and search for a global

Entrant Company

Data Dynamics

Category

Innovation in Technology - Cloud Technology

Country / Region

United States

 
2023
Chenbro Tri-load Series

Entrant Company

CHENBRO Micom Co., Ltd.

Category

Innovation in Design - Innovation in Design / Others___

Country / Region

Taiwan