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