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![Page 1: Towards Understanding TCP Performance on …conferences.sigcomm.org/sigcomm/2014/doc/slides/131.pdfTowards Understanding TCP Performance on LTE/EPC Mobile Networks! Binh Nguyen1, Arijit](https://reader033.fdocuments.net/reader033/viewer/2022051600/5aa1e54e7f8b9aa0108c77c5/html5/thumbnails/1.jpg)
Towards Understanding TCP Performance on LTE/EPC Mobile
Networks!
Binh Nguyen1, Arijit Banerjee1, Vijay Gopalakrishnan2, Sneha Kasera1, Seungjoon Lee2, Aman Shaikh2, and Jacobus (Kobus) Van der Merwe1
1School of Computing, University of Utah
2AT&T Labs - Research
1
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Motivation
2
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Motivation
2
“In 2013,…, they (4G-connections) already account
for 30 percent of mobile data traffic”
“4G traffic will be more than half of the total mobile
traffic by 2018.”
![Page 4: Towards Understanding TCP Performance on …conferences.sigcomm.org/sigcomm/2014/doc/slides/131.pdfTowards Understanding TCP Performance on LTE/EPC Mobile Networks! Binh Nguyen1, Arijit](https://reader033.fdocuments.net/reader033/viewer/2022051600/5aa1e54e7f8b9aa0108c77c5/html5/thumbnails/4.jpg)
Motivation
2
• Does TCP work well in LTE/EPC networks? • TCP only utilize 50% of the available bandwidth in cellular
networks (Huang et al. SIGCOMM’ 13) • SPDY is not faster in cellular networks because of the interaction
between TCP with cellular networks (Erman et al. CoNEXT’ 13)
“In 2013,…, they (4G-connections) already account
for 30 percent of mobile data traffic”
“4G traffic will be more than half of the total mobile
traffic by 2018.”
![Page 5: Towards Understanding TCP Performance on …conferences.sigcomm.org/sigcomm/2014/doc/slides/131.pdfTowards Understanding TCP Performance on LTE/EPC Mobile Networks! Binh Nguyen1, Arijit](https://reader033.fdocuments.net/reader033/viewer/2022051600/5aa1e54e7f8b9aa0108c77c5/html5/thumbnails/5.jpg)
Motivation
2
• Does TCP work well in LTE/EPC networks? • TCP only utilize 50% of the available bandwidth in cellular
networks (Huang et al. SIGCOMM’ 13) • SPDY is not faster in cellular networks because of the interaction
between TCP with cellular networks (Erman et al. CoNEXT’ 13)
• Treat the cellular network as a black-box. • Speculate the root causes of performance problems.
“In 2013,…, they (4G-connections) already account
for 30 percent of mobile data traffic”
“4G traffic will be more than half of the total mobile
traffic by 2018.”
![Page 6: Towards Understanding TCP Performance on …conferences.sigcomm.org/sigcomm/2014/doc/slides/131.pdfTowards Understanding TCP Performance on LTE/EPC Mobile Networks! Binh Nguyen1, Arijit](https://reader033.fdocuments.net/reader033/viewer/2022051600/5aa1e54e7f8b9aa0108c77c5/html5/thumbnails/6.jpg)
Motivation
2
• Does TCP work well in LTE/EPC networks? • TCP only utilize 50% of the available bandwidth in cellular
networks (Huang et al. SIGCOMM’ 13) • SPDY is not faster in cellular networks because of the interaction
between TCP with cellular networks (Erman et al. CoNEXT’ 13)
• Treat the cellular network as a black-box. • Speculate the root causes of performance problems.
“In 2013,…, they (4G-connections) already account
for 30 percent of mobile data traffic”
“4G traffic will be more than half of the total mobile
traffic by 2018.”
We look “under the hood” to answer: how cellular specific events impact TCP’s performance?
![Page 7: Towards Understanding TCP Performance on …conferences.sigcomm.org/sigcomm/2014/doc/slides/131.pdfTowards Understanding TCP Performance on LTE/EPC Mobile Networks! Binh Nguyen1, Arijit](https://reader033.fdocuments.net/reader033/viewer/2022051600/5aa1e54e7f8b9aa0108c77c5/html5/thumbnails/7.jpg)
We studied two cellular scenarios
3
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We studied two cellular scenarios
• On-going TCP connection when a user is handed-over between eNodeBs.
• Seamless handover.
• Lossless handover.
3
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We studied two cellular scenarios
• On-going TCP connection when a user is handed-over between eNodeBs.
• Seamless handover.
• Lossless handover.
3
• Sudden load increase on an eNodeB:
• When neighbor eNodeBs fail and users are handed to a survived eNodeB.
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We studied two cellular scenarios
• On-going TCP connection when a user is handed-over between eNodeBs.
• Seamless handover.
• Lossless handover.
3
• Sudden load increase on an eNodeB:
• When neighbor eNodeBs fail and users are handed to a survived eNodeB.
![Page 11: Towards Understanding TCP Performance on …conferences.sigcomm.org/sigcomm/2014/doc/slides/131.pdfTowards Understanding TCP Performance on LTE/EPC Mobile Networks! Binh Nguyen1, Arijit](https://reader033.fdocuments.net/reader033/viewer/2022051600/5aa1e54e7f8b9aa0108c77c5/html5/thumbnails/11.jpg)
LTE/EPC network architecture
4
Evolved Packet Core (EPC)Radio Network
(E-UTRAN) Internet
PDN !gateway
Serving !gateway
S1-U
X2
eNodeB
UE
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LTE/EPC network architecture
4
Evolved Packet Core (EPC)Radio Network
(E-UTRAN) Internet
PDN !gateway
Serving !gateway
S1-U
X2
eNodeB
UE
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LTE stack
PDCP: header compression, ciphering
RLC: segmentation/concatenation, ARQ
MAC: MAC multiplexing, HARQ
PHY: coding, modulation
IP packet
eNodeB
scheduler
5
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LTE stack
PDCP: header compression, ciphering
RLC: segmentation/concatenation, ARQ
MAC: MAC multiplexing, HARQ
PHY: coding, modulation
IP packet
UEeNodeB
radio bearers
logical channels
transport channels
scheduler
PDCP: decompression, deciphering
RLC: reassembly, ARQ
MAC: MAC demultiplexing, HARQ
PHY: decoding, demodulation
IP packet
5
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LTE stack
PDCP: header compression,
ciphering
RLC: segmentation/concatenation,
MAC: MAC multiplexing,
HARQ
PHY: coding, modulation
IP
UEeNodeB
radio
logical
transport scheduler
PDCP: decompression,
deciphering
RLC: reassembly, ARQ
MAC: MAC demultiplexing,
HARQ
PHY: decoding, demodulation
IP
6
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LTE stack
PDCP: header compression,
ciphering
RLC: segmentation/concatenation,
MAC: MAC multiplexing,
HARQ
PHY: coding, modulation
IP
UEeNodeB
radio
logical
transport scheduler
PDCP: decompression,
deciphering
RLC: reassembly, ARQ
MAC: MAC demultiplexing,
HARQ
PHY: decoding, demodulation
IP
6
![Page 17: Towards Understanding TCP Performance on …conferences.sigcomm.org/sigcomm/2014/doc/slides/131.pdfTowards Understanding TCP Performance on LTE/EPC Mobile Networks! Binh Nguyen1, Arijit](https://reader033.fdocuments.net/reader033/viewer/2022051600/5aa1e54e7f8b9aa0108c77c5/html5/thumbnails/17.jpg)
PDCP seamless handover
7
Source eNodeB Target eNodeB
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PDCP seamless handover
7
Source eNodeB Target eNodeB
X2 link
• Un-transmitted SDUs are forwarded to the target eNodeB via the X2 link.
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PDCP seamless handover
7
Source eNodeB Target eNodeB
X2 link
!
X
• Un-transmitted SDUs are forwarded to the target eNodeB via the X2 link.
• SDUs in the retransmission queue are discarded.
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PDCP lossless handover
8
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PDCP lossless handover
8
Source eNodeB Target eNodeB
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PDCP lossless handover
8
Source eNodeB Target eNodeB
X2 link
• Both un-transmitted SDUs and SDUs in the retransmission queue are forwarded to the target eNodeB via the X2 link.
(1)
(2)
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Methodology
• Use simulations (NS-3) for better controls and modifications.
• Real network stack: Linux v2.6.26 with TCP CUBIC.
• Workload: downlink bulk-transfer TCP application.
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Modifications to NS3
• Radio Link Control Acknowledged Mode (RLC AM).
• Lossless handover according to 3GPP TS 36.323 2009.
• Retrieving TCP parameters from the Network Simulation Cradle (NSC) integration.
10
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Scenario 1: PDCP handovers
• Source eNB - target eNB: 750m.
• X2 interface: 6ms delay.
• UE’s velocity: normal distribution with mean 40 km/h, variance 5 km/h.
• PDCP retransmission queue size: 64KB to 4096KB.
target eNB
11
Serving gateway
S1-U
X2
source eNB
![Page 26: Towards Understanding TCP Performance on …conferences.sigcomm.org/sigcomm/2014/doc/slides/131.pdfTowards Understanding TCP Performance on LTE/EPC Mobile Networks! Binh Nguyen1, Arijit](https://reader033.fdocuments.net/reader033/viewer/2022051600/5aa1e54e7f8b9aa0108c77c5/html5/thumbnails/26.jpg)
Scenario 1: PDCP handovers
• Source eNB - target eNB: 750m.
• X2 interface: 6ms delay.
• UE’s velocity: normal distribution with mean 40 km/h, variance 5 km/h.
• PDCP retransmission queue size: 64KB to 4096KB.
target eNB
11
Serving gateway
S1-U
X2
source eNB
![Page 27: Towards Understanding TCP Performance on …conferences.sigcomm.org/sigcomm/2014/doc/slides/131.pdfTowards Understanding TCP Performance on LTE/EPC Mobile Networks! Binh Nguyen1, Arijit](https://reader033.fdocuments.net/reader033/viewer/2022051600/5aa1e54e7f8b9aa0108c77c5/html5/thumbnails/27.jpg)
TCP in seamless handover
12
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TCP in seamless handover
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TCP in seamless handover
12
Congestion window and throughput
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TCP in seamless handover
12
Congestion window and throughput
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12
Congestion window and throughput
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TCP in seamless handover
12
Congestion window and throughput
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TCP in lossless handover
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TCP in lossless handover
13
Congestion window and throughput Segments sequence
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TCP in lossless handover
13
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![Page 40: Towards Understanding TCP Performance on …conferences.sigcomm.org/sigcomm/2014/doc/slides/131.pdfTowards Understanding TCP Performance on LTE/EPC Mobile Networks! Binh Nguyen1, Arijit](https://reader033.fdocuments.net/reader033/viewer/2022051600/5aa1e54e7f8b9aa0108c77c5/html5/thumbnails/40.jpg)
TCP in lossless handover
13
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![Page 41: Towards Understanding TCP Performance on …conferences.sigcomm.org/sigcomm/2014/doc/slides/131.pdfTowards Understanding TCP Performance on LTE/EPC Mobile Networks! Binh Nguyen1, Arijit](https://reader033.fdocuments.net/reader033/viewer/2022051600/5aa1e54e7f8b9aa0108c77c5/html5/thumbnails/41.jpg)
TCP in lossless handover
13
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Seamless HO suffers from a throughput reduction while lossless HO experiences a high delay.
![Page 42: Towards Understanding TCP Performance on …conferences.sigcomm.org/sigcomm/2014/doc/slides/131.pdfTowards Understanding TCP Performance on LTE/EPC Mobile Networks! Binh Nguyen1, Arijit](https://reader033.fdocuments.net/reader033/viewer/2022051600/5aa1e54e7f8b9aa0108c77c5/html5/thumbnails/42.jpg)
TCP’s performance during handovers
14
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TCP’s performance during handovers
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TCP good-put End-to-end delay
- In seamless handovers, the higher the PDCP queue size, the lower TCP good-put.
- In lossless handovers, the higher the PDCP queue size, the larger end-to-end delay.
![Page 46: Towards Understanding TCP Performance on …conferences.sigcomm.org/sigcomm/2014/doc/slides/131.pdfTowards Understanding TCP Performance on LTE/EPC Mobile Networks! Binh Nguyen1, Arijit](https://reader033.fdocuments.net/reader033/viewer/2022051600/5aa1e54e7f8b9aa0108c77c5/html5/thumbnails/46.jpg)
Implications
15
![Page 47: Towards Understanding TCP Performance on …conferences.sigcomm.org/sigcomm/2014/doc/slides/131.pdfTowards Understanding TCP Performance on LTE/EPC Mobile Networks! Binh Nguyen1, Arijit](https://reader033.fdocuments.net/reader033/viewer/2022051600/5aa1e54e7f8b9aa0108c77c5/html5/thumbnails/47.jpg)
Implications• Different types of handover has different impacts on
TCP’s performance:
15
![Page 48: Towards Understanding TCP Performance on …conferences.sigcomm.org/sigcomm/2014/doc/slides/131.pdfTowards Understanding TCP Performance on LTE/EPC Mobile Networks! Binh Nguyen1, Arijit](https://reader033.fdocuments.net/reader033/viewer/2022051600/5aa1e54e7f8b9aa0108c77c5/html5/thumbnails/48.jpg)
Implications• Different types of handover has different impacts on
TCP’s performance:• Seamless handover: low delay but hurts throughput.
15
![Page 49: Towards Understanding TCP Performance on …conferences.sigcomm.org/sigcomm/2014/doc/slides/131.pdfTowards Understanding TCP Performance on LTE/EPC Mobile Networks! Binh Nguyen1, Arijit](https://reader033.fdocuments.net/reader033/viewer/2022051600/5aa1e54e7f8b9aa0108c77c5/html5/thumbnails/49.jpg)
Implications• Different types of handover has different impacts on
TCP’s performance:• Seamless handover: low delay but hurts throughput.• Lossless handover: high delay but guarantee
throughput and delivery.
15
![Page 50: Towards Understanding TCP Performance on …conferences.sigcomm.org/sigcomm/2014/doc/slides/131.pdfTowards Understanding TCP Performance on LTE/EPC Mobile Networks! Binh Nguyen1, Arijit](https://reader033.fdocuments.net/reader033/viewer/2022051600/5aa1e54e7f8b9aa0108c77c5/html5/thumbnails/50.jpg)
Implications• Different types of handover has different impacts on
TCP’s performance:• Seamless handover: low delay but hurts throughput.• Lossless handover: high delay but guarantee
throughput and delivery.
15
![Page 51: Towards Understanding TCP Performance on …conferences.sigcomm.org/sigcomm/2014/doc/slides/131.pdfTowards Understanding TCP Performance on LTE/EPC Mobile Networks! Binh Nguyen1, Arijit](https://reader033.fdocuments.net/reader033/viewer/2022051600/5aa1e54e7f8b9aa0108c77c5/html5/thumbnails/51.jpg)
Implications• Different types of handover has different impacts on
TCP’s performance:• Seamless handover: low delay but hurts throughput.• Lossless handover: high delay but guarantee
throughput and delivery.
• What about applications?
15
![Page 52: Towards Understanding TCP Performance on …conferences.sigcomm.org/sigcomm/2014/doc/slides/131.pdfTowards Understanding TCP Performance on LTE/EPC Mobile Networks! Binh Nguyen1, Arijit](https://reader033.fdocuments.net/reader033/viewer/2022051600/5aa1e54e7f8b9aa0108c77c5/html5/thumbnails/52.jpg)
Implications• Different types of handover has different impacts on
TCP’s performance:• Seamless handover: low delay but hurts throughput.• Lossless handover: high delay but guarantee
throughput and delivery.
• What about applications?• Low delay is important: Skype, real-time interactive
games, etc.
15
![Page 53: Towards Understanding TCP Performance on …conferences.sigcomm.org/sigcomm/2014/doc/slides/131.pdfTowards Understanding TCP Performance on LTE/EPC Mobile Networks! Binh Nguyen1, Arijit](https://reader033.fdocuments.net/reader033/viewer/2022051600/5aa1e54e7f8b9aa0108c77c5/html5/thumbnails/53.jpg)
Implications• Different types of handover has different impacts on
TCP’s performance:• Seamless handover: low delay but hurts throughput.• Lossless handover: high delay but guarantee
throughput and delivery.
• What about applications?• Low delay is important: Skype, real-time interactive
games, etc.• High throughput and guaranteed delivery are
favorable (with a certain bound of delay): File transfer, HTTP.
15
![Page 54: Towards Understanding TCP Performance on …conferences.sigcomm.org/sigcomm/2014/doc/slides/131.pdfTowards Understanding TCP Performance on LTE/EPC Mobile Networks! Binh Nguyen1, Arijit](https://reader033.fdocuments.net/reader033/viewer/2022051600/5aa1e54e7f8b9aa0108c77c5/html5/thumbnails/54.jpg)
Implications• Different types of handover has different impacts on
TCP’s performance:• Seamless handover: low delay but hurts throughput.• Lossless handover: high delay but guarantee
throughput and delivery.
• What about applications?• Low delay is important: Skype, real-time interactive
games, etc.• High throughput and guaranteed delivery are
favorable (with a certain bound of delay): File transfer, HTTP.
15
Can applications specify the type of handover?
![Page 55: Towards Understanding TCP Performance on …conferences.sigcomm.org/sigcomm/2014/doc/slides/131.pdfTowards Understanding TCP Performance on LTE/EPC Mobile Networks! Binh Nguyen1, Arijit](https://reader033.fdocuments.net/reader033/viewer/2022051600/5aa1e54e7f8b9aa0108c77c5/html5/thumbnails/55.jpg)
Implications• Different types of handover has different impacts on
TCP’s performance:• Seamless handover: low delay but hurts throughput.• Lossless handover: high delay but guarantee
throughput and delivery.
• What about applications?• Low delay is important: Skype, real-time interactive
games, etc.• High throughput and guaranteed delivery are
favorable (with a certain bound of delay): File transfer, HTTP.
15
Can applications specify the type of handover?No: same radio bearer type for all applications.
![Page 56: Towards Understanding TCP Performance on …conferences.sigcomm.org/sigcomm/2014/doc/slides/131.pdfTowards Understanding TCP Performance on LTE/EPC Mobile Networks! Binh Nguyen1, Arijit](https://reader033.fdocuments.net/reader033/viewer/2022051600/5aa1e54e7f8b9aa0108c77c5/html5/thumbnails/56.jpg)
Implications• Different types of handover has different impacts on
TCP’s performance:• Seamless handover: low delay but hurts throughput.• Lossless handover: high delay but guarantee
throughput and delivery.
• What about applications?• Low delay is important: Skype, real-time interactive
games, etc.• High throughput and guaranteed delivery are
favorable (with a certain bound of delay): File transfer, HTTP.
15
Can applications specify the type of handover?No: same radio bearer type for all applications.
![Page 57: Towards Understanding TCP Performance on …conferences.sigcomm.org/sigcomm/2014/doc/slides/131.pdfTowards Understanding TCP Performance on LTE/EPC Mobile Networks! Binh Nguyen1, Arijit](https://reader033.fdocuments.net/reader033/viewer/2022051600/5aa1e54e7f8b9aa0108c77c5/html5/thumbnails/57.jpg)
Implications• Different types of handover has different impacts on
TCP’s performance:• Seamless handover: low delay but hurts throughput.• Lossless handover: high delay but guarantee
throughput and delivery.
• What about applications?• Low delay is important: Skype, real-time interactive
games, etc.• High throughput and guaranteed delivery are
favorable (with a certain bound of delay): File transfer, HTTP.
15
Can applications specify the type of handover?No: same radio bearer type for all applications.
Need a closer interaction between applications and the network?
![Page 58: Towards Understanding TCP Performance on …conferences.sigcomm.org/sigcomm/2014/doc/slides/131.pdfTowards Understanding TCP Performance on LTE/EPC Mobile Networks! Binh Nguyen1, Arijit](https://reader033.fdocuments.net/reader033/viewer/2022051600/5aa1e54e7f8b9aa0108c77c5/html5/thumbnails/58.jpg)
Scenario 2: Sudden load increase in an eNodeB
• Assume an area with 250m of radius from the eNodeB where UEs are uniformly distributed.
• Users mobility: Levy-walk pedestrian mobility.
• UEs are attached to the eNodeB at the beginning of the experiment and start downloading data at a specific time.
16
![Page 59: Towards Understanding TCP Performance on …conferences.sigcomm.org/sigcomm/2014/doc/slides/131.pdfTowards Understanding TCP Performance on LTE/EPC Mobile Networks! Binh Nguyen1, Arijit](https://reader033.fdocuments.net/reader033/viewer/2022051600/5aa1e54e7f8b9aa0108c77c5/html5/thumbnails/59.jpg)
Scenario 2: Sudden load increase in an eNodeB
• Assume an area with 250m of radius from the eNodeB where UEs are uniformly distributed.
• Users mobility: Levy-walk pedestrian mobility.
• UEs are attached to the eNodeB at the beginning of the experiment and start downloading data at a specific time.
16
![Page 60: Towards Understanding TCP Performance on …conferences.sigcomm.org/sigcomm/2014/doc/slides/131.pdfTowards Understanding TCP Performance on LTE/EPC Mobile Networks! Binh Nguyen1, Arijit](https://reader033.fdocuments.net/reader033/viewer/2022051600/5aa1e54e7f8b9aa0108c77c5/html5/thumbnails/60.jpg)
Conclusions
17
![Page 61: Towards Understanding TCP Performance on …conferences.sigcomm.org/sigcomm/2014/doc/slides/131.pdfTowards Understanding TCP Performance on LTE/EPC Mobile Networks! Binh Nguyen1, Arijit](https://reader033.fdocuments.net/reader033/viewer/2022051600/5aa1e54e7f8b9aa0108c77c5/html5/thumbnails/61.jpg)
Conclusions• Cellular specific phenomena impacts TCP’s performance:
• Different types of handover has different impacts on TCP’s performance: delay and throughput trade-off.
• Possible future work:
17
![Page 62: Towards Understanding TCP Performance on …conferences.sigcomm.org/sigcomm/2014/doc/slides/131.pdfTowards Understanding TCP Performance on LTE/EPC Mobile Networks! Binh Nguyen1, Arijit](https://reader033.fdocuments.net/reader033/viewer/2022051600/5aa1e54e7f8b9aa0108c77c5/html5/thumbnails/62.jpg)
Conclusions• Cellular specific phenomena impacts TCP’s performance:
• Different types of handover has different impacts on TCP’s performance: delay and throughput trade-off.
• Possible future work:
• More investigations on the TCP’s performance problems.
• Cross-layer interactions: e.g., applications and the mobility stack.
• Base station congestion prediction and mitigation.
17
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Thank you!