Archive Layout with Content

A variety of common markup showing how the theme styles them.

Header one

Header two

Header three

Header four

Header five

Header six

Blockquotes

Single line blockquote:

Quotes are cool.

Tables

Entry	Item
John Doe	2016	Description of the item in the list
Jane Doe	2019	Description of the item in the list
Doe Doe	2022	Description of the item in the list

Header1	Header2	Header3
cell1	cell2	cell3
cell4	cell5	cell6
cell1	cell2	cell3
cell4	cell5	cell6
Foot1	Foot2	Foot3

Definition Lists

Definition List Title: Definition list division.
Startup: A startup company or startup is a company or temporary organization designed to search for a repeatable and scalable business model.
#dowork: Coined by Rob Dyrdek and his personal body guard Christopher “Big Black” Boykins, “Do Work” works as a self motivator, to motivating your friends.
Do It Live: I’ll let Bill O’Reilly explain this one.

Unordered Lists (Nested)

List item one
- List item one
  - List item one
  - List item two
  - List item three
  - List item four
- List item two
- List item three
- List item four
List item two
List item three
List item four

Ordered List (Nested)

List item one
1. List item one
  1. List item one
  2. List item two
  3. List item three
  4. List item four
2. List item two
3. List item three
4. List item four
List item two
List item three
List item four

Buttons

Make any link standout more when applying the .btn class.

Notices

Watch out! You can also add notices by appending {: .notice} to a paragraph.

HTML Tags

Address Tag

1 Infinite Loop
Cupertino, CA 95014
United States

Anchor Tag (aka. Link)

This is an example of a link.

Abbreviation Tag

The abbreviation CSS stands for “Cascading Style Sheets”.

Cite Tag

“Code is poetry.” —Automattic

Code Tag

You will learn later on in these tests that word-wrap: break-word; will be your best friend.

Strike Tag

This tag will let you ~~strikeout text~~.

Emphasize Tag

The emphasize tag should italicize text.

Insert Tag

This tag should denote inserted text.

Keyboard Tag

This scarcely known tag emulates keyboard text, which is usually styled like the <code> tag.

Preformatted Tag

This tag styles large blocks of code.

.post-title {
  margin: 0 0 5px;
  font-weight: bold;
  font-size: 38px;
  line-height: 1.2;
  and here's a line of some really, really, really, really long text, just to see how the PRE tag handles it and to find out how it overflows;
}

Quote Tag

Developers, developers, developers… –Steve Ballmer

Strong Tag

This tag shows bold text.

Subscript Tag

Getting our science styling on with H₂O, which should push the “2” down.

Superscript Tag

Still sticking with science and Isaac Newton’s E = MC², which should lift the 2 up.

Variable Tag

This allows you to denote variables.

Page Not Found

Page not found. Your pixels are in another canvas.

Welcome to Jun Huang’s Web

Project 2: Mobile Edge Computing-empowered Task Offloading in the Internet of Vehicles (Ongoing)

This project aims to design task offloading schemes for the Internet of Vehicles (IoV) with the assistance of mobile edge computing. We began with an overview of in-vehicle networking, where the current in-vehicle networking technologies are summarized, compared, and analyzed. We advocated automotive Ethernet and presented a priority-based scheduler to reduce the cost of wire harnesses and guarantee delay-constrained performance. With the Ethernet being installed in vehicles, the barrier for vehicular communications and networking is significantly lowered. After briefly discussing the essential elements of the Internet of autonomous vehicles, such as architecture, features, and socio-technological issues, we propose a three-layer task offloading scheme for the intelligent IoV with the aim of minimizing the overall energy consumption while satisfying the delay constraint of end users. Due to the extraordinarily complex nature of the problem in question, we will devise a deep reinforcement machine learning technique-based method. Performance evaluations for our proposed method and their optimized variations will be conducted using real-world taxicab data in Shanghai and Hangzhou, China. Our approach is expected to be highly practical and efficient for task offloading and intelligent caching in large-scale vehicular networks.

Project 3: Resource Allocation for Device-to-Device Communications in 5G Networks (Completed)

The objective of this project is to mitigate the interference in device-to-device (D2D) communications that are underlaid in and coexist with cellular communications from a resource management perspective. Using game theory, we first designed a resource allocation mechanism for intercell D2D communications. Specifically, the problem in which two base stations located in two neighboring cells compete for bandwidth allocation quote to a D2D link appearing in the overlapping area of the two adjacent cells was investigated. This investigation was then extended to a new one where the game information was incomplete. It is worth noting that the extended version revealed a better performance than the previous version (with complete/perfect information) in terms of sum rate and that it is more realistic in the sense of matching real-world scenarios. In addition to the spectrum resources allocation, we also explored the issue of how to reduce the interference to cellular users and prolong the lifetime of the user devices in parallel by controlling the user devices’ power. A power control algorithm was subsequently devised in the presence of simultaneous wireless information and power transfer technique, which empowers the devices to transmit data and harvest energy simultaneously. Regarding how to use the harvested energy, a slew of online energy scheduling policies was developed based on the arrival properties of energy signals.

Project 4: Managing the Internet of Things (Completed)

The goal of this project is to establish a spectrum of mechanisms to manage the Internet of Things (IoT) effectively and efficiently. Since the things are typically wireless sensors or RFID tags, which all have limited computing power and energy capacity, we started by proposing an energy-efficient hierarchical IoT architecture design. Since the proposed architecture does not require sensors equipped with sophisticated modules and runs complex routing mechanisms, it is expected to be flexible, scalable, and manageable. To deal with the potential chaos of medium access caused by massive machine-type communications, we presented an access control mechanism to ensure the quality of services and the sustainability of IoT systems in smart cities. We also developed a lightweight and cost-effective multicast routing algorithm for multimedia communications in IoT systems. A network-coding-based, relay-assisted, and bi-directional data transmission scheme was formulated as to the efficiency of data transmissions in IoT systems. Interestingly, this scheme reveals the following fact: the time-varying feature of the state information of the wireless channel between two IoT objects can be utilized in the network coding technique to achieve a specific system performance gain.

Project 5: Quality-of-Service Control in Composite Network-Cloud Service Provisioning (Completed)

This project aims to improve the end-to-end performance of Cloud service delivery and the quality of experience for end users. To this end, we first presented two service models – the communication-as-a-service (CaaS) model and networking-as-a-service (NaaS) model, and then proposed a network-Cloud service provisioning architecture. In this architecture, CaaS and NaaS models allow communication and networking resources to be virtualized, exposed as services, and integrated with Cloud computing resources resulting in a framework of composite network-Cloud services. New service composition algorithms were designed, analyzed, and tested in congruence with the proposed architecture. The testing results show that these new algorithms are effective and resilient in selecting services for the network-Cloud service composition and in guaranteeing the end-to-end performance of the composite service provisioning. As a step toward real-world applications, we implemented a network-Cloud content-sharing system by leveraging the paradigm of software-defined networks (SDN) on the Internet. Other associated research topics, such as the controller placement in SDN and the competition among network/Cloud service providers, were thoroughly investigated during the implementation process.