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Finding efficient routes for data packets is an essential task in computer networking. The optimal routes depend greatly on the current network topology, state and traffic demand, and they can change within milliseconds. Reinforcement…

机器学习 · 计算机科学 2024-10-15 Andreas Boltres , Niklas Freymuth , Patrick Jahnke , Holger Karl , Gerhard Neumann

Botnets are among the most persistent cyber threats, enabling large-scale attacks such as spam, credential theft, and distributed denial-of-service (DDoS). While deep learning approaches have recently been applied to botnet detection, they…

密码学与安全 · 计算机科学 2026-05-25 Subhash Gurappa , Yashas Hariprasad , Sundararaj Sitharama Iyengar , Naveen Kumar Chaudhary

Given a public transportation network of stations and connections, we want to find a minimum subset of stations such that each connection runs through a selected station. Although this problem is NP-hard in general, real-world instances are…

社会与信息网络 · 计算机科学 2019-05-30 Thomas Bläsius , Philipp Fischbeck , Tobias Friedrich , Martin Schirneck

The present report deals with the modeling of the long-term throughput, a.k.a., send rate, of the Transmission Control Protocol (TCP) under the following assumptions. (i) We consider a single 'infinite source' using a network path from…

网络与互联网体系结构 · 计算机科学 2014-02-03 Daniel Zaragoza

The goal of the paper is to study asymptotic behavior of the number of lost messages. Long messages are assumed to be divided into a random number of packets which are transmitted independently of one another. An error in transmission of a…

概率论 · 数学 2007-05-23 Vyacheslav M. Abramov

In a multi-hop mobile ad hoc network (MANET) mobile nodes communicate with each other forming a cooperative radio network. Security remains a major challenge for these networks due to their features of open medium, dynamically changing…

密码学与安全 · 计算机科学 2010-10-26 Jaydip Sen

This paper reports on the first systematic study of congestion-aware routing algorithms for wireless mesh networks to achieve an improved end-end delay performance. In particular, we compare 802.11 compatible implementations of a set of…

网络与互联网体系结构 · 计算机科学 2012-03-23 A. A. Bhorkar , T. Javidi , A. C. Snoeren

ROOT provides an flexible format used throughout the HEP community. The number of use cases - from an archival data format to end-stage analysis - has required a number of tradeoffs to be exposed to the user. For example, a high…

分布式、并行与集群计算 · 计算机科学 2017-12-06 Zhe Zhang , Brian Bockelman

The modern network aims to prioritize critical traffic over non-critical traffic and effectively manage traffic flow. This necessitates proper buffer management to prevent the loss of crucial traffic while minimizing the impact on…

数据结构与算法 · 计算机科学 2024-02-26 Ya-Chun Liang , Clifford Stein , Hao-Ting Wei

In random access protocols, the service rate depends on the number of stations with a packet buffered for transmission. We demonstrate via numerical analysis that this state-dependent rate along with the consideration of Poisson traffic and…

网络与互联网体系结构 · 计算机科学 2014-05-23 Cristina Cano , David Malone

One practical open problem is the development of a distributed algorithm that achieves near-optimal utility using only a finite (and small) buffer size for queues in a stochastic network. This paper studies utility maximization (or cost…

最优化与控制 · 数学 2015-01-15 Sucha Supittayapornpong , Michael J. Neely

TCP is designed for networks with assumption that major losses occur only due to congestion of network traffic. On a wireless network TCP misinterprets the transmission losses due to bit errors and handoffs as losses caused by congestion,…

网络与互联网体系结构 · 计算机科学 2009-08-10 Anshuman Sinha

We consider a transmission of a delay-sensitive data stream from a single source to a single destination. The reliability of this transmission may suffer from bursty packet losses - the predominant type of failures in today's Internet. An…

网络与互联网体系结构 · 计算机科学 2009-01-13 Maciej Kurant

Deep learning models deployed on edge devices frequently encounter resource variability, which arises from fluctuating energy levels, timing constraints, or prioritization of other critical tasks within the system. State-of-the-art machine…

机器学习 · 计算机科学 2025-07-29 Francesco Corti , Balz Maag , Joachim Schauer , Ulrich Pferschy , Olga Saukh

In this paper, we show a connection between a certain online low-congestion routing problem and an online prediction of graph labeling. More specifically, we prove that if there exists a routing scheme that guarantees a congestion of…

数据结构与算法 · 计算机科学 2008-09-12 Jittat Fakcharoenphol , Boonserm Kijsirikul

We consider the problem of routing packets across a multi-hop network consisting of multiple sources of traffic and wireless links while ensuring bounded expected delay. Each packet transmission can be overheard by a random subset of…

网络与互联网体系结构 · 计算机科学 2012-03-07 Abhijeet Bhorkar , Mohammad Naghshwar , Tara Javidi

Transmission Control Protocol (TCP) continues to be the dominant transport protocol on the Internet. The stability of fluid models has been a key consideration in the design of TCP and the performance evaluation of TCP algorithms. Based on…

网络与互联网体系结构 · 计算机科学 2025-02-18 Sreekanth Prabhakar , Gaurav Raina

Packet reordering is an important property of network traffic that should be captured by analytical models of the Transmission Control Protocol (TCP). We study a combinatorial problem motivated by RESTORED, a TCP modeling methodology that…

数据结构与算法 · 计算机科学 2008-11-04 Anders Hansson , Gabriel Istrate

In the era of heavy-duty transmission control protocols (TCP), adapted for extremely hi-bandwidth datacenters, the fundamental question of stable interaction with either proposed active queue management(AQM) or popularly discussed Random…

网络与互联网体系结构 · 计算机科学 2013-01-01 Abhisek Mukhopadhyay , Priya Ranjan

Redundancy is commonly used to guarantee continued functionality in networked systems. However, often many nodes are vulnerable to the same failure or adversary. A "backup" path is not sufficient if both paths depend on nodes which share a…

物理与社会 · 物理学 2016-11-02 Sebastian M. Krause , Michael M. Danziger , Vinko Zlatić