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update research page
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leehe228 committed Mar 11, 2024
1 parent f2e9dfb commit 970643d
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4 changes: 2 additions & 2 deletions src/routes/+page.svelte
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<script>
// @ts-ignore
// @ts-ignore
export let data;
// export let data;
// @ts-ignore
// @ts-ignore
import { goto } from "$app/navigation";
// import { goto } from "$app/navigation";
import { onMount } from "svelte";
// @ts-ignore
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172 changes: 172 additions & 0 deletions src/routes/research/+page.svelte
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<div class="content">
<div class="spacer" style="height: 50px;"></div>
<div class="t1">Research</div>
<div class="spacer" style="height: 20px;"></div>
<div class="t2">Edge/Fog Computing System Area</div>
<div class="spacer" style="height: 12px;"></div>
<div class="text-content">
<li>
Edge Computing is a distributed computing paradigm that brings
computation and data storage closer to the sources of data
</li>
<li>
Fog Computing is an architecture that uses edge devices to carry out
a substantial amount of computation, storage and communication
locally and routed over the Internet backbone
</li>
<li>The DMS Edge/Fog System team is currently researching about</li>
<div class="sub-li">
<li>Autonomic Provisioning Edge Cluster System</li>
<li>Smart Gateway for onboarding IoT devices to Edge Cluster</li>
</div>
</div>

<div class="spacer" style="height: 30px;"></div>

<div class="t2">Cloud Computing System Area</div>
<div class="spacer" style="height: 12px;"></div>
<div class="text-content">
<li>
Cloud computing is the delivery of computing resources as a service.
</li>
<li>
Cloud computing can be rapidly provisioned and released with minimal
management effort or service provider interaction.
</li>
<li>Cloud Computing System team is currently researching about</li>
<div class="sub-li">
<li>
Autonomic Provisioning Cloud Computing System for Customization
</li>
<li>Serverless computing</li>
<li>Reinforcementt Learning for Cloud Computing</li>
</div>
</div>

<div class="spacer" style="height: 30px;"></div>

<div class="t2">Deep Reinforcement Learning AI Area</div>
<div class="spacer" style="height: 12px;"></div>
<div class="text-content">
<li>
Deep reinforcement learning combines two fundamentals of traditional
reinforcement learning with deep learning.
</li>
<li>Our team focus on</li>
<div class="sub-li">
<li>
Developing an efficient Multi-Agent Deep Reinforcement Learning
model for operating multiple UAVs and robots
</li>
<li>Distributed Deep Reinforcement Learning</li>
<li>
SILS(Software-In-the-Loop Simulation) and
HILS(Hardware-In-the-Loop Simulation)of Deep Reinforcement
Learning algorithms
</li>
</div>
</div>

<div class="spacer" style="height: 30px;"></div>

<div class="t2">Computer Vision AI Area</div>
<div class="spacer" style="height: 12px;"></div>
<div class="text-content">
<li>
Computer Vision is one of the latest areas of computer science that
studies the part of a machine’s vision
</li>
<li>
The DMS Vision team is working on an interactive healthcare cleaning
robot system for the Silver Generation.
</li>
<div class="sub-li">
<li>Object detection to detect people</li>
<li>Face recognition to recognize a particular user</li>
<li>Emotion Recognition for monitoring user emotions</li>
<li>Action Recognition to recognize the user’s motion</li>
<li>
Pose Estimation to perform the user’s exercise assistance role
</li>
</div>
</div>

<div class="spacer" style="height: 30px;"></div>

<div class="t2">Natural Language Processsing AI Area</div>
<div class="spacer" style="height: 12px;"></div>
<div class="text-content">
<li>Large Language Models (LLMs)</li>
<li>MemGPT</li>
<li>LLMOs</li>
</div>

<div class="spacer" style="height: 30px;"></div>

<div class="t2">Digital Twin Area</div>
<div class="spacer" style="height: 12px;"></div>
<div class="text-content">
<li>
Digital twin (DT) is a pioneering technology and a promising
game-changer in various emerging industries.
</li>
<li>
The concept of DT opens a world of possibilities for fundamentally
the infusion of physical-twin specific computational models which
are dynamically updated into a feedback loop of data-driven analysis
and decision-making.
</li>
<li>
A digital twin is a set of coupled computational models that
gradually transit throughout different states in its featured
state-space as time goes on, in which constantly and equivalently
represent the real-world structure, behaviors and surrounding
context of its physical twin.
</li>
<li>
DMS Group is working on the development of (i) neural digital twin
dynamic engines (DTDE), (ii) neural digital twin control engines
(DTCE), (iii) digital twin control frame (DTCF) and (iv) digital
twin cloud infrastructure (DTCI) for U*V systems.
</li>
</div>

<div class="spacer" style="height: 30px;"></div>

<div class="t2">Dependability and Security Quantification Area</div>
<div class="spacer" style="height: 12px;"></div>
<div class="text-content">
<li>
Dependability and security are of five distinctive natures (along
with functionality, performance, and cost) for computing and
communication systems.
</li>
<li>
Computing systems and networks with a sophisticated composition of
multi-level systems and things are inevitably prone to a chain of
threats (faults, errors, and failures) which eventually causes fatal
losses, such as service interruption/outage, data leak, or even
human lives.
</li>
<li>
Even a 1% failure rate is too high, because it causes 3.65 days of
unscheduled downtime in a year which, in turn, may reduce an
enormous amount of enterprise turnover.
</li>
<li>
Therefore, dependability and security requirements should be taken
into consideration to obtain the highest level of trustworthiness
for computing infrastructures, in practice.
</li>
<li>
DMS Group is working on the quantification methodologies for
dependability and security metrics of computing systems and
networks: virtualized server systems (VSS), data center networks
(DCN), software defined network (SDN), Cloud-Fog-Edge Continuum
(CFE), Internet of Medical Things (IoMT), Internet of Industrial
Things (IoIT), unmanned aerial systems (UAS) etc.
</li>
</div>

<div class="spacer" style="height: 12px;"></div>
</div>
7 changes: 6 additions & 1 deletion static/css/style.css
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Expand Up @@ -359,7 +359,7 @@ body {
color: #1f1f1f;
font-size: 18px;
font-style: normal;
line-height: normal;
line-height: 1.6;
}

/* Spacer */
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background: #F1F1F1;
padding: 8px 16px 8px 16px;
border-radius: 20px;
}

.sub-li {
margin-left: 16px;
list-style-type: circle;
}

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