BEIJING, Dec. 4, 2024
/PRNewswire/ -- WiMi Hologram Cloud Inc. (NASDAQ: WiMi)
("WiMi" or the "Company"), a leading global Hologram Augmented
Reality ("AR") Technology provider, today announced that they are
exploring a resource management solution for blockchain-assisted
edge computing networks. By leveraging deep reinforcement learning
(DRL) algorithms, they aim to achieve effective matching between
computational task allocation and the blockchain consensus process,
thereby enhancing the overall system performance.
In traditional edge computing networks, task processing and
resource allocation are often treated as two separate and
independently optimized processes. However, this approach overlooks
the inherent connection between resource allocation for
computational tasks and the blockchain consensus process, leading
to resource waste and inefficiency. The resource management
solution being researched by WiMi in blockchain-assisted edge
computing networks is a comprehensive approach that leverages deep
reinforcement learning technology to view the allocation of
computational task resources and the blockchain consensus process
as a unified entity. This enables dynamic optimization and
intelligent allocation of resources. In this architecture, deep
reinforcement learning algorithms are used to jointly optimize task
scheduling, transmission power control, and computational resource
allocation, making resource allocation more intelligent and
adaptive in order to minimize overall task processing latency and
energy consumption.
The deep reinforcement learning algorithm optimizes its
decision-making process by continuously learning from environmental
feedback to achieve the optimal resource allocation strategy.
Specifically, it can dynamically adjust the allocation of
computational resources based on the current network state and task
requirements. For example, when a task has high computational
demands, the algorithm automatically increases the allocation of
computational resources to reduce processing latency. Conversely,
when the task has low computational demands, the algorithm reduces
the allocation of computational resources to lower energy
consumption. Importantly, the algorithm can dynamically adjust the
allocation of computational resources based on the requirements of
the blockchain consensus process. For instance, when the blockchain
consensus process requires more computational resources, the
algorithm prioritizes the smooth operation of the consensus process
to ensure system security and trustworthiness. Conversely, when the
blockchain consensus process has lower demands for computational
resources, the algorithm allocates more resources to task
processing to improve system efficiency. By balancing the
allocation of computational resources between the two processes,
timely task processing and smooth operation of the blockchain
consensus process are ensured.
The resource management solution developed by WiMi Research,
which is based on blockchain-assisted edge computing networks,
achieves effective matching between computational task allocation
and the blockchain consensus process through deep reinforcement
learning algorithms, thereby enhancing the overall performance of
edge computing systems. This solution not only addresses the issues
of resource waste and inefficiency in traditional edge computing
networks but also provides a new approach for resource management
in the future era of the Internet of Things.
About WiMi Hologram Cloud
WiMi Hologram Cloud, Inc. (NASDAQ:WiMi) is a holographic cloud
comprehensive technical solution provider that focuses on
professional areas including holographic AR automotive HUD
software, 3D holographic pulse LiDAR, head-mounted light field
holographic equipment, holographic semiconductor, holographic cloud
software, holographic car navigation and others. Its services and
holographic AR technologies include holographic AR automotive
application, 3D holographic pulse LiDAR technology, holographic
vision semiconductor technology, holographic software development,
holographic AR advertising technology, holographic AR entertainment
technology, holographic ARSDK payment, interactive holographic
communication and other holographic AR technologies.
Safe Harbor Statements
This press release contains "forward-looking statements" within
the Private Securities Litigation Reform Act of 1995. These
forward-looking statements can be identified by terminology such as
"will," "expects," "anticipates," "future," "intends," "plans,"
"believes," "estimates," and similar statements. Statements that
are not historical facts, including statements about the Company's
beliefs and expectations, are forward-looking statements. Among
other things, the business outlook and quotations from management
in this press release and the Company's strategic and operational
plans contain forward−looking statements. The Company may also make
written or oral forward−looking statements in its periodic reports
to the US Securities and Exchange Commission ("SEC") on Forms 20−F
and 6−K, in its annual report to shareholders, in press releases,
and other written materials, and in oral statements made by its
officers, directors or employees to third parties. Forward-looking
statements involve inherent risks and uncertainties. Several
factors could cause actual results to differ materially from those
contained in any forward−looking statement, including but not
limited to the following: the Company's goals and strategies; the
Company's future business development, financial condition, and
results of operations; the expected growth of the AR holographic
industry; and the Company's expectations regarding demand for and
market acceptance of its products and services.
Further information regarding these and other risks is included
in the Company's annual report on Form 20-F and the current report
on Form 6-K and other documents filed with the SEC. All information
provided in this press release is as of the date of this press
release. The Company does not undertake any obligation to update
any forward-looking statement except as required under applicable
laws.
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SOURCE WiMi Hologram Cloud Inc.