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- research-articleAugust 2024
m3: Accurate Flow-Level Performance Estimation using Machine Learning
- Chenning Li,
- Arash Nasr-Esfahany,
- Kevin Zhao,
- Kimia Noorbakhsh,
- Prateesh Goyal,
- Mohammad Alizadeh,
- Thomas E. Anderson
ACM SIGCOMM '24: Proceedings of the ACM SIGCOMM 2024 ConferencePages 813–827https://doi.org/10.1145/3651890.3672243Data center network operators often need accurate estimates of aggregate network performance. Unfortunately, existing methods for estimating aggregate network statistics are either inaccurate or too slow to be practical at the data center scale.
In this ...
Delay in Multi-Link Operation in ns-3: Validation and Impact of Traffic Splitting
WNS3 '24: Proceedings of the 2024 Workshop on ns-3Pages 19–26https://doi.org/10.1145/3659111.3659116Wi-Fi is evolving towards enhanced support for real-time applications such as video conferencing and virtual reality (VR) gaming. The latest IEEE 802.11be draft standard introduces various advancements including multi-link operation (MLO) at the medium ...
- research-articleApril 2024
Simulating the Network Environment of Sandboxes to Hide Virtual Machine Introspection Pauses
EuroSec '24: Proceedings of the 17th European Workshop on Systems SecurityPages 1–7https://doi.org/10.1145/3642974.3652280Virtual Machine Introspection (VMI) is used by sandbox-based dynamic malware detection and analysis frameworks to observe malware samples while staying isolated and stealthy. Sandbox detection and evasion techniques based on hypervisor introspection are ...
- abstractDecember 2023
Predicting Specification Violations During BGP Convergence
CoNEXT-SW '23: Proceedings of the on CoNEXT Student Workshop 2023Pages 25–26https://doi.org/10.1145/3630202.3630235Analyzing a network's behavior during convergence is challenging due to its highly non-deterministic nature. To address this, we developed BGPseer, the first analyzer that predicts specification violations during BGP convergence without network ...
- research-articleOctober 2023
IoTNetEMU - A Framework to Emulate and Test IoT Applications
Q2SWinet '23: Proceedings of the 19th ACM International Symposium on QoS and Security for Wireless and Mobile NetworksPages 33–37https://doi.org/10.1145/3616391.3622774Testing and validating IoT applications is inherently complex due to the number of devices involved that should communicate with each other and with cloud infrastructures. Models, emulators and testbeds are used to validate parts of the solution, but the ...
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- research-articleOctober 2023
Network Simulation Bridge: Bridging Applications to Network Simulators
Q2SWinet '23: Proceedings of the 19th ACM International Symposium on QoS and Security for Wireless and Mobile NetworksPages 39–46https://doi.org/10.1145/3616391.3622771Network simulators have been widely used to test and benchmark communication networks, their protocols and services. While new simulators have been developed and existing ones have evolved to account for new network technologies and standards, adapting ...
- demonstrationOctober 2023
Demonstration of A Figma Plugin to Simulate A Large-Scale Network for Prototyping Social Systems
UIST '23 Adjunct: Adjunct Proceedings of the 36th Annual ACM Symposium on User Interface Software and TechnologyArticle No.: 69, Pages 1–3https://doi.org/10.1145/3586182.3615780Prototyping novel social computing systems is a challenge in the field of Social Computing. Rapid experimentation with novel social network sites can offer valuable insights into their pro-social benefits before their public release to a large audience. ...
- demonstrationSeptember 2023
Demo: NetVision: Efficient Visualization Front-End for Packet-level Discrete-Event Network Simulation
ACM SIGCOMM '23: Proceedings of the ACM SIGCOMM 2023 ConferencePages 1179–1181https://doi.org/10.1145/3603269.3610851Visualization of network simulation is an essential tool for network practitioners. However, the front-end of existing network simulators often fails to deliver satisfactory performance when dealing with modern network scales and interface speed. In this ...
DONS: Fast and Affordable Discrete Event Network Simulation with Automatic Parallelization
ACM SIGCOMM '23: Proceedings of the ACM SIGCOMM 2023 ConferencePages 167–181https://doi.org/10.1145/3603269.3604844Discrete Event Simulation (DES) is an essential tool for network practitioners. Unfortunately, existing DES simulators cannot achieve satisfactory performance at the scale of modern networks. Recent work has attempted to address these challenges by ...
A Multipath Extension to the QUIC Module for ns-3
WNS3 '23: Proceedings of the 2023 Workshop on ns-3Pages 86–93https://doi.org/10.1145/3592149.3592803Network transmission with multiple interfaces is desirable for the next-generation Internet to improve end-to-end performance and reliability. Multipath QUIC is thus proposed to utilize multiple interfaces for Internet transmission with QUIC, while QUIC ...
Improving the Efficiency of MIMO Simulations in ns-3
Channel modeling is a fundamental task for the design and evaluation of wireless technologies and networks, before actual prototyping, commercial product development and real deployments. The recent trends of current and future mobile networks, which ...
Verification of ns-3 Wi-Fi Rate Adaptation Models on AWGN Channels
WNS3 '23: Proceedings of the 2023 Workshop on ns-3Pages 109–114https://doi.org/10.1145/3592149.3592162The performance of Wi-Fi networks depends on the ability of devices to adapt their transmissions to dynamic channel/network conditions. Hence, “Rate Adaptation Algorithms (RAAs)” have been devised to allow nodes to select appropriate modulation and ...
- research-articleJune 2023
DroNS-3: Framework for Realistic Drone and Networking Simulators
DroNet '23: Proceedings of the Ninth Workshop on Micro Aerial Vehicle Networks, Systems, and ApplicationsPages 39–44https://doi.org/10.1145/3597060.3597239Wireless communication in autonomous mobile agents has an inhibitive barrier to entry, especially in unmanned areal vehicles (UAV). This paper presents DroNS-3, a comprehensive library that aims to significantly lower the barrier to entry into the ...
- research-articleJune 2023
Trust-based Enrollment in a Group in a Distributed Setting
ACMSE '23: Proceedings of the 2023 ACM Southeast ConferencePages 120–127https://doi.org/10.1145/3564746.3587014We investigate how trust can be defined and exploited in the problem of accepting a candidate for enrollment in a group in a distributed setting. A simulation in Python using the NetworkX package has the servers (nodes) implement the WedID protocol. Each ...
- research-articleJanuary 2023
HIL-DDoS: A DDoS Attack Simulation System Based on Hardware-In-the-Loop
AISS '22: Proceedings of the 4th International Conference on Advanced Information Science and SystemArticle No.: 53, Pages 1–4https://doi.org/10.1145/3573834.3574530Aiming at the authenticity and credibility of DDoS attacks in the current network simulation environment, a Hardware-In-the-Loop DDoS attack simulation system is proposed, the key problems such as virtual-real conversion interface, routing control and ...
- research-articleJanuary 2023
Open-Source Service Management for a Fully Disaggregated Optical Network Simulation
- Sai Kireet Patri,
- Shabnam Sultana,
- Michael Dürre,
- Saquib Amjad,
- Aijana Schumann,
- Achim Autenrieth,
- Jörg-Peter Elbers,
- Thomas Bauschert,
- Carmen Mas-Machuca
CNSM '22: Proceedings of the 18th International Conference on Network and Service ManagementArticle No.: 48, Pages 1–3Fully disaggregated device deployments in optical networks propose to drive down network upgrade costs. These devices are managed by open-source control plane solutions for multi-vendor interoperability, which need to be tested in a simulation ...
- research-articleOctober 2022
FORLORN: A Framework for Comparing Offline Methods and Reinforcement Learning for Optimization of RAN Parameters
Q2SWinet '22: Proceedings of the 18th ACM International Symposium on QoS and Security for Wireless and Mobile NetworksPages 37–44https://doi.org/10.1145/3551661.3561363The growing complexity and capacity demands for mobile networks necessitate innovative techniques for optimizing resource usage. Meanwhile, recent breakthroughs have brought Reinforcement Learning (RL) into the domain of continuous control of real-world ...
DeepQueueNet: towards scalable and generalized network performance estimation with packet-level visibility
SIGCOMM '22: Proceedings of the ACM SIGCOMM 2022 ConferencePages 441–457https://doi.org/10.1145/3544216.3544248Network simulators are an essential tool for network operators, and can assist important tasks such as capacity planning, topology design, and parameter tuning. Popular simulators are all based on discrete event simulation, and their performance does not ...
- research-articleJune 2022
Revitalizing ns-3’s Direct Code Execution
WNS3 '22: Proceedings of the 2022 Workshop on ns-3Pages 57–64https://doi.org/10.1145/3532577.3532606This paper reports on significant updates that were made to ns-3’s Direct Code Execution (DCE) feature to restore its compatibility with modern Linux distributions and kernel stacks. Recent versions of the GNU C standard library introduced security ...
- research-articleJune 2022
ns3-fl: Simulating Federated Learning with ns-3
WNS3 '22: Proceedings of the 2022 Workshop on ns-3Pages 97–104https://doi.org/10.1145/3532577.3532591In recent years, there has been a spike in interest in the field of federated learning (FL). As a result, an increasing number of federated learning algorithms have been developed. Large-scale deployments to validate these algorithms are often not ...