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  1. Proceedings of the 5th Workshop on All Things Cellular: Operations, Applications and Challenges (AllThingsCellular '15)
  2. An In-depth Analysis of 3G Traffic and Performance
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An In-depth Analysis of 3G Traffic and Performance
MobiScud: A Fast Moving Personal Cloud in the Mobile Network
Core Network Challenges in the 5G Time Frame
Impact of Indoor-Outdoor Context on Crowdsourcing based Mobile Coverage Analysis
Examining TCP Short Flow Performance in Cellular Networks Through Active and Passive Measurements
An Architecture for Energy-aware On-demand Mobile Network Management
Investigating Excessive Delays in Mobile Broadband Networks
Exploring QoE in Cellular Networks: How Much Bandwidth do you Need for Popular Smartphone Apps?
State Space Analysis to Refactor the Mobile Core
MetaPush: Cellular-Friendly Server Push For HTTP/2
On the Interaction between Content Caching and Request Assignment in Cellular Cache Networks

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An In-depth Analysis of 3G Traffic and Performance

Content Provider ACM Digital Library
Author Chen, Yi-Chao Zhang, Nicholas He, Cheng Hu, Zhenxian Xue, Guangtao Pan, Lujia Zhu, Hongzi Qiu, Lili He, Caifeng
Abstract As the popularity of cellular network grows explosively, it is increasingly important to develop an in-depth understanding of characteristics of cellular traffic and performance. In this paper, we analyze cellular network traces of different generations from three major cities in China during 2010 and 2013 and a city in Southeast Asian country in 2013. We analyze (i) cellular traffic, (ii) throughput, round-trip time (RTT), and loss rate, and (iii) how they are affected by cellular modes, time, and geographic locations. We find the TCP performance in our traces is much worse than those reported in previous 3G measurement studies from North America and Europe likely due to more expensive cellular data plan and more limited cellular resources. We further use machine learning to diagnose reasons behind high RTT and losses, and identify major factors that limit TCP throughput. Our analysis shed light on important characteristics of cellular traffic and performance in large-scale cellular networks.
Starting Page 1
Ending Page 6
Page Count 6
File Format PDF
ISBN 9781450335386
DOI 10.1145/2785971.2785981
Language English
Publisher Association for Computing Machinery (ACM)
Publisher Date 2015-08-17
Publisher Place New York
Access Restriction Subscribed
Content Type Text
Resource Type Article
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