A Knowledge Graph Driven Approach for Edge Analytics
heterogeneous environment construction
and mining company as follows:
decoupling of HW and SW, as well as
message management. Our knowledge-
driven approach simplifies industrial and
commercial
entities
requiring
IoT
deployments to easily develop, reuse and
seamlessly deploy applications to existing,
heterogeneous collections of edge devices
through a manageable and scalable
framework. Our framework provides an
abstraction layer that enables collaboration
between the different IoT stakeholders
(Device Expert, Application Expert and Field
Engineer) and allows each role to focus on
their area of domain expertise. This
abstraction layer provided by the knowledge
graph seamlessly tracks and manages the
multitude of hardware and software
parameters
present
in
existing
heterogeneous deployments and, coupled
with containerization techniques, enables
the development and deployment of
applications anywhere in the edge
deployment topology.
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