Open-ti: Open traffic intelligence with augmented language model

L Da, K Liou, T Chen, X Zhou, X Luo, Y Yang… - International Journal of …, 2024 - Springer
Transportation has greatly benefited the cities' development in the modern civilization
process. Intelligent transportation, leveraging advanced computer algorithms, could further …

In-Network Address Caching for Virtual Networks

L Zeno, A Chen, M Silberstein - … of the ACM SIGCOMM 2024 Conference, 2024 - dl.acm.org
Packet routing in virtual networks requires virtual-to-physical address translation. The
address mappings are updated by a single party, ie, the network administrator, but they are …

DRL-Tomo: a deep reinforcement learning-based approach to augmented data generation for network tomography

C Hou, B Hou, X Li, T Zhou, Y Chen… - The Computer …, 2024 - academic.oup.com
Accurate and current comprehension of network status is crucial for efficient network
management. Nevertheless, direct network measurement strategies entail substantial traffic …

An LDP Compatible Sketch for Securely Approximating Set Intersection Cardinalities

P Wang, Y Liu, Z Li, R Li - Proceedings of the ACM on Management of …, 2024 - dl.acm.org
Given two sets of elements held by two different parties separately, computing the cardinality
(ie, the number of distinct elements) of their intersection set is a fundamental task in …

Routing-Oblivious Network Tomography with Flow-Based Generative Model

Y Qiao, X Yuan, K Wu - IEEE INFOCOM 2024-IEEE Conference …, 2024 - ieeexplore.ieee.org
Given the high cost associated with directly measuring the traffic matrix (TM), researchers
have dedicated decades to devising methods for estimating the complete TM from low-cost …

AutoTomo: Learning-Based Traffic Estimator Incorporating Network Tomography

Y Qiao, K Wu, X Yuan - IEEE/ACM Transactions on Networking, 2024 - ieeexplore.ieee.org
Estimating the Traffic Matrix (TM) is a critical yet resource-intensive process in network
management. With the advent of deep learning models, we now have the potential to learn …

The all-pairs vitality-maximization (VIMAX) problem

A Paul, SE Martonosi - Annals of Operations Research, 2024 - Springer
Traditional network interdiction problems focus on removing vertices or edges from a
network so as to disconnect or lengthen paths in the network; network diversion problems …

Achieving Predictable and Scalable Load Balancing Performance in LEO Mega-Constellations

S Dou, S Zhang, KL Yeung - ICC 2024-IEEE International …, 2024 - ieeexplore.ieee.org
With the increasing deployment scale of Low Earth Orbit (LEO) mega-constellations, more
satellites are expected to become visible to users simultaneously, bringing a new …

Methods, systems, and media for testing insider threat detection systems

SJ Stolfo, PK Dutta - US Patent 12,079,345, 2024 - Google Patents
Methods, systems, and media for testing insider threat detection systems are provided. In
some embodiments, the method comprises: receiving, using a hardware processor, a first …