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Persistent Spread Measurement for Big Network Data Based on Register Intersection [article]

You Zhou, Yian Zhou, Min Chen, Shigang Chen
2017 arXiv   pre-print
Persistent spread measurement is to count the number of distinct elements that persist in each network flow for predefined time periods.  ...  With big network data, one challenge is to measure the persistent spreads of a massive number of flows without incurring too much memory overhead as such measurement may be performed at the line speed  ...  Traffic measurement and classification at such high speeds and with such massive volumes pose significant challenges [3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14] .  ... 
arXiv:1704.03911v2 fatcat:2wdeo7xk6ferlo5v2zwyzvzkdi

Space-code bloom filter for efficient traffic flow measurement

Abhishek Kumar, Li Li, Jia Wang
2003 Proceedings of the conference on Internet measurement conference - IMC '03  
Our paper introduces a novel technique for measuring per-flow traffic approximately, for all flows regardless of their sizes, at very high-speed (say, OC192+).  ...  SCBF employs a Maximum Likelihood Estimation (MLE) method to measure the multiplicity of an element in the multiset.  ...  INTRODUCTION Accurate traffic measurement and monitoring is critical for network management.  ... 
doi:10.1145/948224.948226 fatcat:ipuakf2oorf5vlyc2ma2rd2fi4

Space-code bloom filter for efficient traffic flow measurement

Abhishek Kumar, Li Li, Jia Wang
2003 Proceedings of the 2003 ACM SIGCOMM conference on Internet measurement - IMC '03  
Our paper introduces a novel technique for measuring per-flow traffic approximately, for all flows regardless of their sizes, at very high-speed (say, OC192+).  ...  SCBF employs a Maximum Likelihood Estimation (MLE) method to measure the multiplicity of an element in the multiset.  ...  INTRODUCTION Accurate traffic measurement and monitoring is critical for network management.  ... 
doi:10.1145/948205.948226 dblp:conf/imc/KumarXLW03 fatcat:jbm5xh3ayvbqhhisiwja6uw4wq

Estimating the Persistent Spreads in High-Speed Networks

Qingjun Xiao, Yan Qiao, Mo Zhen, Shigang Chen
2014 2014 IEEE 22nd International Conference on Network Protocols  
However, the challenge is to function such an estimator in fast but small memory space (such as on-chip SRAM of line cards), in order to keep up with the high speed of switching fabric for packet forwarding  ...  The persistent spread of a destination host is the number of distinct sources that have contacted it persistently in predefined t measurement periods.  ...  INTRODUCTION Traffic measurement and classification in high-speed networks have many challenging problems [1] , [2] , [3] , [4] , [5] , [6] , [7] , [8] .  ... 
doi:10.1109/icnp.2014.33 dblp:conf/icnp/XiaoQMC14 fatcat:6l3olphr3rdmfj6iumnc4ygqhi

A Novel Detector for Persistent Spreads over Data Center Based on Bloom Filter

Lin Han, Weijiang Liu, Zhiyang Li, Wenyu Qu, Mingqian Bai, Yegang Du
2017 ICIC Express Letters  
Thus, this paper presents a novel detector for persistent spreads based on Bloom filter.  ...  In our design, multi-stage filter structure is proposed which can achieve high operation speed and low memory consumption because only filtered sips are calculated.  ...  This work is partially supported by the National Natural Science Foundation of China 61370187, 61370198, 61370199, the Fundamental Research Funds for the Central Universities 3132016029, 3132016032.  ... 
doi:10.24507/icicel.11.03.551 fatcat:gxsaei7ls5hh7eybxwtkttaplq

A survey of sketches in traffic measurement: Design, Optimization, Application and Implementation [article]

Shangsen Li, Lailong Luo, Deke Guo, Qianzhen Zhang, Pengtao Fu
2021 arXiv   pre-print
Researchers and engineers in the network measurement community desire an all-in-one survey that covers the entire processing pipeline of sketch-based network measurement.  ...  Due to the massive, speedy, unpredictable features of network flows, sketches are widely implemented in measurement nodes to approximately record the frequency or estimate the cardinality of flows.  ...  These space-efficient strategies enable on-chip implementation of spread estimation for network measurement with line speed. 3) Hierarchical counter-sharing for skewed traffic: In conventional sketches  ... 
arXiv:2012.07214v2 fatcat:lme2ghsshje3tag2m5q3xgvcna

A Signaling-Free Underwater Code Division Multiple Access Scheme

Bo-Min Seo, Junho Cho, Ho-Shin Cho
2019 Electronics  
Simulation results show the traffic estimation works well as demonstrated by a success probability of approximately 100%, and the data throughput improves in most of the offered traffic region because  ...  If the estimated power is below a certain threshold level, the sensor node is allowed to transmit data in a p-persistent manner, where the probability p depends on the available capacity.  ...  Figure 2 . 2 A topological scenario as an example for traffic estimation. Figure 2 . 2 A topological scenario as an example for traffic estimation.  ... 
doi:10.3390/electronics8080880 fatcat:nlp3ipcat5b27i733tqmk6ddom

A novel approach for scalable multi-hop data dissemination in vehicular ad hoc networks

Moumena Chaqfeh, Abderrahmane Lakas
2016 Ad hoc networks  
In this dissertation, we specifically aim at providing an efficient solution for the broadcast storm problem in VANETs, in order to support different types of applications.  ...  We theoretically validate the utilization of speed instead of the density to estimate traffic flow.  ...  Arrival Time Estimation An example of estimating arrival time to vehicles' destinations is proposed in [34] , where the road map is divided into areas in which vehicles can measure the time Speed expectations  ... 
doi:10.1016/j.adhoc.2015.08.021 fatcat:ygaozqhnczc3npnhap5sohtb2m

An Efficient Method for Detecting Supernodes Using Reversible Summary Data Structures in the Distributed Monitoring Systems

Aiping Zhou, Jin Qian, Weiwei Liu
2022 Security and Communication Networks  
As 5G/IoT networks constantly grow, big network traffic brings a great challenge to collect massive traffic data in compact and real-time way.  ...  To address these problems, we propose a novel reversible and distributed traffic summarization called RDS to simultaneously measure source and destination cardinalities for detecting supernodes in the  ...  K93-9-2017-01, and Scientific Research Foundation for Advanced Talents of Taizhou University, China, under Grant no. QD2016027.  ... 
doi:10.1155/2022/3271433 fatcat:vsbulnocrnfh3dt6up56vuazju

Perimeter Traffic Control via Remote Feedback Gating

Mehdi Keyvan-Ekbatani, Markos Papageorgiou, Ioannis Papamichail
2014 Procedia - Social and Behavioral Sciences  
The employed feedback regulator targets an operating NFD point of maximum throughput to enhance the mobility in the urban road network during the peak period, under saturated traffic conditions.  ...  Recent studies demonstrated the efficiency of feedback-based gating control in mitigating congestion in urban networks by exploiting the notion of network fundamental diagram (NFD).  ...  Acknowledgments The research leading to these results has been funded by the European Commission FP7 program NEARCTIS (Network of Excellence for Advanced Road Cooperative Traffic management in the Information  ... 
doi:10.1016/j.sbspro.2014.01.098 fatcat:37qmxidxnjeunpfvg57ywbneke

Methodology of research on the impact of ITS services on the safety and efficiency of road traffic using transport models

Jacek Oskarbski, Lucyna Gumińska, Tomasz Marcinkowski, Krystian Mowiński, Izabela Oskarbska, Grzegorz Oskarbski, Marcin Zawisza, Karol Żarski, K. Jamroz, J. Żukowska, A. Romanowska
2018 MATEC Web of Conferences  
The models were calibrated using real data (data from the traffic measurement station, data measured in the field, traffic distribution data from the VIATOLL charging system) and data from the vehicle  ...  As part of the analyses, road network test models (for motorways and expressways along with an alternative route) were developed.  ...  speed decrease with the increase of traffic) for specific sections of the transport network.  ... 
doi:10.1051/matecconf/201823102008 fatcat:vr3v6zac2za6tndb7ew2ep4giu

Controller Design for Gating Traffic Control in Presence of Time-delay in Urban Road Networks

Mehdi Keyvan-Ekbatani, Markos Papageorgiou, Victor L. Knoop
2015 Transportation Research Procedia  
The reported results demonstrate a stable and efficient behaviour and improved mobility of the overall network in terms of mean speed and travel time.  ...  Recent studies demonstrated the efficiency of feedback-based gating control in mitigating congestion in urban networks by exploiting the notion of macroscopic or network fundamental diagram (MFD or NFD  ...  Acknowledgments The research leading to these results has been partly funded by the European Commission FP7 program NEARCTIS (Network of Excellence for Advanced Road Cooperative Traffic management in the  ... 
doi:10.1016/j.trpro.2015.06.034 fatcat:mcsudv2rhvebjekmysvxwvrlgm

Traffic generator using Perlin Noise

Iria Prieto, Mikel Izal, Daniel Morato, Eduardo Magana
2012 2012 IEEE Global Communications Conference (GLOBECOM)  
Study of high speed networks such as optical next generation burst or packet switched networks require large amounts of synthetic traffic to feed simulators.  ...  as network traffic and used to generate long range dependent traffic for network simulation.  ...  CONCLUSION Self-similar traffic models are commonly used in order to feed simulations of high speed optical burst or packet switched networks with real-like traffic.  ... 
doi:10.1109/glocom.2012.6503384 dblp:conf/globecom/PrietoIMM12 fatcat:4g3cbacvb5hm3jxf5tajdfgp4e

Exploiting Mobile Edge Computing for Enhancing Vehicular Applications in Smart Cities

Hesham El-Sayed, Moumena Chaqfeh
2019 Sensors  
In addition, we highlight challenges and open issues to integrate MEC in vehicular networking environments for further research.  ...  We rely on a MEC architecture with three layers to propose a data dissemination protocol, which can be utilized by traffic safety and travel convenience applications in vehicular networks.  ...  The funders had no role in the design of the study; in the collection, analyses, or interpretation of data; in the writing of the manuscript, or in the decision to publish the results.  ... 
doi:10.3390/s19051073 fatcat:fpznubdu5fevpbkhhrkxpbupzy

Pricing and Unresponsive Flows Purging for Global Rate Enhancement

G. Abbas, A. K. Nagar, H. Tawfik, J. Y. Goulermas
2010 Journal of Electrical and Computer Engineering  
Pricing-based Active Queue Management (AQM), such as Random Exponential Marking (REM), outperforms other probabilistic counterpart techniques, like Random Early Detection (RED), in terms of both high utilization  ...  This letter presents Purge (Pricing and Un-Responsive flows purging for Global rate Enhancement) that extends the REM framework to regulate unresponsive flows.  ...  Margetts for useful discussions and valuable suggestions.  ... 
doi:10.1155/2010/379652 fatcat:tzd3uha6lvcm7f4jldkn5erww4
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