BEIJING, Oct. 24,
2024 /PRNewswire/ -- WiMi Hologram Cloud Inc.
(NASDAQ: WIMI) ("WiMi" or the "Company"), a leading global Hologram
Augmented Reality ("AR") Technology provider, today announced that
cluster-based sharding blockchain strategy can be used for
collaborative computing in the Internet of Things. The
cluster-based sharding blockchain strategy is a distributed system
designed to improve scalability and processing by partitioning the
blockchain network into multiple smaller "slices" or "shards". This
strategy is particularly suited to large-scale networks like IoT,
which can involve a large number of devices and transactions.
Sharding can be used to decentralize a blockchain network's data,
transaction processing power, or consensus process into multiple
independent sub-networks or shards. Each shard handles its own
portion of transaction history and current transactions, rather
than all of the data for the entire network. Through sharding, the
blockchain network is able to process more transactions at the same
time, which significantly increases system throughput and reduces
transaction confirmation time, solving the bottleneck in
traditional blockchain networks.
WiMi also combines dynamic clustering and deep reinforcement
learning methods in its cluster-based sharding strategy. Dynamic
clustering can be used to intelligently organize and manage these
shards. It can automatically and in real-time classify or
reclassify devices to form multiple sub-chains or shards based on
network status, device resources, functional characteristics,
geographic location and other factors, and dynamically assign nodes
to different shards to ensure effective utilization of resources
and load balancing of tasks, and to improve the processing capacity
and response speed of the whole system.
Deep reinforcement learning (DRL) also plays a key role in
collaborative computing for IoT by helping the system automatically
learn how to optimally perform clustering and resource allocation.
DRL models, by continuously experimenting and learning from the
results, can discover and implement optimal policies, such as
deciding when to re-shard, how to allocate newly added nodes, and
how to transfer resources or tasks across different shards, and
continuously optimize the sharding policy, resource allocation, and
communication efficiency across shards to maximize the overall
performance and energy efficiency of the system.
Combining dynamic clustering with deep reinforcement learning
for intelligent management and dynamic optimization of resource
allocation can improve the adaptability, resource utilization,
security and scalability of blockchain systems for IoT: DRL
algorithm can dynamically adjust the clustering strategy and
partitioning structure according to the changes in network status,
device loads, and data traffic to cope with the dynamics and
uncertainty of the network. Learning the optimal clustering rules
and resource scheduling strategies, can reduce data transmission
delay and improve computational efficiency while reducing energy
consumption. Sharding blockchain can decentralize the attack
surface, and each shard independently verifies transactions, which
combined with dynamic clustering can further improve the system's
attack resistance. In addition, with the increase of IoT devices,
dynamic clustering can easily scale the number of shards, and DRL
ensures that it is efficient and orderly.
The cluster-based sharding blockchain strategy combined with
dynamic clustering and DRL aims to build a highly scalable,
efficient, and flexible blockchain infrastructure for IoT and other
large-scale data processing scenarios, which provides an
intelligent, efficient, and adaptable solution for large-scale data
processing and resource management in the IoT environment. This
approach not only improves the processing capacity of the system,
but also enhances the security and stability of the system, which
is one of the key directions for the future development of IoT and
blockchain integration.
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.
