DATA PROCESSING AND VISUALIZATION IN SOFTWARE DEFINED VEHICULAR NETWORK TESTBED
The invention of the internet has revolutionized various fields, accelerating advancements across sectors. Instant and efficient information exchange has spurred progress in economics, social sciences, politics, geography, entertainment, and more. Additionally, advancements in computer networks a...
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id-itb.:822352024-07-06T13:59:10ZDATA PROCESSING AND VISUALIZATION IN SOFTWARE DEFINED VEHICULAR NETWORK TESTBED Afif, Farhan Indonesia Final Project Software-Defined Networking (SDN), Intelligent Transportation System (ITS), Software-Defined Vehicular Network (SDVN), Mininet, SUMO, testbed, simulation, network, transportation. INSTITUT TEKNOLOGI BANDUNG https://digilib.itb.ac.id/gdl/view/82235 The invention of the internet has revolutionized various fields, accelerating advancements across sectors. Instant and efficient information exchange has spurred progress in economics, social sciences, politics, geography, entertainment, and more. Additionally, advancements in computer networks and transportation mutually reinforce each other, notably with the introduction of Software-Defined Networking (SDN), a dynamic and centralized approach that separates control and data planes. Simultaneously, the transportation sector is undergoing a revolution with the implementation of automation and advanced sensors in vehicles. These developments have led to the creation of various supporting software in both fields, including Mininet and SUMO (Simulation of Urban Mobility). Mininet is a simulator for SDN networks, while SUMO simulates road traffic. Both are crucial for developing Intelligent Transportation Systems (ITS), but their integration for simulating Software-Defined Vehicular Networks (SDVN) remains unrealized. Mininet and SUMO are CLI-based (Command Line Interface), making them less user-friendly. Therefore, a user-friendly and integrated simulation for SDVN is needed. We developed an SDVN testbed that integrates Mininet and SUMO within a web application, providing various simulation scenarios and network protocols as parameters. The web app is desained for user-friendliness, ensuring high-quality and easily analyzable simulation data. The testbed automates Mininet and SUMO, requiring users to only input parameters and receive output. Users can configure parameters like topology, vehicle count, protocols, speed, and transmission power. The web app's output includes network output (e.g., RSSI, jitter, throughput) from Mininet and mobility output (e.g., fcd position, fcd speed) from SUMO. Raw simulation data is processed and visualized for easier analysis. With this SDVN testbed, we aim to support researchers in automated vehicles and ITS, and advance SDN by expanding its application in transportation. The testbed not only provides an accessible tool for researchers but also paves the way for further innovation in network and transportation technology integration. We believe that integrating Mininet and SUMO will significantly impact intelligent transportation technology development. It enables more realistic and iv comprehensive simulations, creating new research and development opportunities. Users can run various scenarios and configurations to understand how parameters affect network performance and mobility in SDVN. Furthermore, by providing a user-friendly interface, we hope to reach more researchers and practitioners who may not have extensive technical expertise in using CLI-based tools. The platform also supports interdisciplinary collaboration, allowing experts from various fields to contribute to the development of better and more efficient ITS solutions. In conclusion, this SDVN testbed is a crucial step in the evolution of transportation and computer network technologies. By integrating Mininet and SUMO, we offer a powerful tool for research and development, facilitating innovation, and paving the way for a more connected and efficient future of intelligent transportation. We hope this contribution will accelerate advancements in SDN and ITS, benefiting society at large. text |
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The invention of the internet has revolutionized various fields, accelerating
advancements across sectors. Instant and efficient information exchange has
spurred progress in economics, social sciences, politics, geography, entertainment,
and more. Additionally, advancements in computer networks and transportation
mutually reinforce each other, notably with the introduction of Software-Defined
Networking (SDN), a dynamic and centralized approach that separates control and
data planes. Simultaneously, the transportation sector is undergoing a revolution
with the implementation of automation and advanced sensors in vehicles. These
developments have led to the creation of various supporting software in both fields,
including Mininet and SUMO (Simulation of Urban Mobility).
Mininet is a simulator for SDN networks, while SUMO simulates road traffic. Both
are crucial for developing Intelligent Transportation Systems (ITS), but their
integration for simulating Software-Defined Vehicular Networks (SDVN) remains
unrealized. Mininet and SUMO are CLI-based (Command Line Interface), making
them less user-friendly. Therefore, a user-friendly and integrated simulation for
SDVN is needed.
We developed an SDVN testbed that integrates Mininet and SUMO within a web
application, providing various simulation scenarios and network protocols as
parameters. The web app is desained for user-friendliness, ensuring high-quality
and easily analyzable simulation data. The testbed automates Mininet and SUMO,
requiring users to only input parameters and receive output.
Users can configure parameters like topology, vehicle count, protocols, speed, and
transmission power. The web app's output includes network output (e.g., RSSI,
jitter, throughput) from Mininet and mobility output (e.g., fcd position, fcd speed)
from SUMO. Raw simulation data is processed and visualized for easier analysis.
With this SDVN testbed, we aim to support researchers in automated vehicles and
ITS, and advance SDN by expanding its application in transportation. The testbed
not only provides an accessible tool for researchers but also paves the way for
further innovation in network and transportation technology integration.
We believe that integrating Mininet and SUMO will significantly impact intelligent
transportation technology development. It enables more realistic and
iv
comprehensive simulations, creating new research and development opportunities.
Users can run various scenarios and configurations to understand how parameters
affect network performance and mobility in SDVN.
Furthermore, by providing a user-friendly interface, we hope to reach more
researchers and practitioners who may not have extensive technical expertise in
using CLI-based tools. The platform also supports interdisciplinary collaboration,
allowing experts from various fields to contribute to the development of better and
more efficient ITS solutions.
In conclusion, this SDVN testbed is a crucial step in the evolution of transportation
and computer network technologies. By integrating Mininet and SUMO, we offer a
powerful tool for research and development, facilitating innovation, and paving the
way for a more connected and efficient future of intelligent transportation. We hope
this contribution will accelerate advancements in SDN and ITS, benefiting society
at large. |
format |
Final Project |
author |
Afif, Farhan |
spellingShingle |
Afif, Farhan DATA PROCESSING AND VISUALIZATION IN SOFTWARE DEFINED VEHICULAR NETWORK TESTBED |
author_facet |
Afif, Farhan |
author_sort |
Afif, Farhan |
title |
DATA PROCESSING AND VISUALIZATION IN SOFTWARE DEFINED VEHICULAR NETWORK TESTBED |
title_short |
DATA PROCESSING AND VISUALIZATION IN SOFTWARE DEFINED VEHICULAR NETWORK TESTBED |
title_full |
DATA PROCESSING AND VISUALIZATION IN SOFTWARE DEFINED VEHICULAR NETWORK TESTBED |
title_fullStr |
DATA PROCESSING AND VISUALIZATION IN SOFTWARE DEFINED VEHICULAR NETWORK TESTBED |
title_full_unstemmed |
DATA PROCESSING AND VISUALIZATION IN SOFTWARE DEFINED VEHICULAR NETWORK TESTBED |
title_sort |
data processing and visualization in software defined vehicular network testbed |
url |
https://digilib.itb.ac.id/gdl/view/82235 |
_version_ |
1822997613756022784 |