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Slide 1 Implementation and Evaluation of a Performance Enhancing Proxy for Wireless TCP Master Thesis Project (Sep 03 – April 04) Dennis Dungs Technical University Munich, Germany Aalborg University, Denmark Januar 2004 modified March 04 Supervised by Hans-Peter Schwefel Aalborg University, Denmark
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Slide 1 Implementation and Evaluation of a Performance Enhancing Proxy for Wireless TCP Master Thesis Project (Sep 03 – April 04) Dennis Dungs Technical.

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Page 1: Slide 1 Implementation and Evaluation of a Performance Enhancing Proxy for Wireless TCP Master Thesis Project (Sep 03 – April 04) Dennis Dungs Technical.

Slide 1

Implementation and Evaluation of a Performance Enhancing Proxy for Wireless

TCP

Master Thesis Project (Sep 03 – April 04)

Dennis DungsTechnical University Munich, Germany

Aalborg University, Denmark

Januar 2004 modified March 04

Supervised byHans-Peter Schwefel

Aalborg University, Denmark

Page 2: Slide 1 Implementation and Evaluation of a Performance Enhancing Proxy for Wireless TCP Master Thesis Project (Sep 03 – April 04) Dennis Dungs Technical.

Slide 2

Overview

• Performance evaluation of wireless access technologies– WLAN 802.11b

• General Eval• Influence of High Bit Error Rates• Influence of Cross-Traffic (missing)• Influence of Handovers

– Bluetooth• UDP and TCP throughput

• TCP Proxy– Implementation

• Network setup• Proxy design

– Proxy Eval• Influence on RTT & Throughput

Goal of Master Project– Identify TCP performance lacks in wireless scenarios– Evaluate performance improvements using a TCP Proxy

Page 3: Slide 1 Implementation and Evaluation of a Performance Enhancing Proxy for Wireless TCP Master Thesis Project (Sep 03 – April 04) Dennis Dungs Technical.

Slide 3

Experimental Evaluation

Page 4: Slide 1 Implementation and Evaluation of a Performance Enhancing Proxy for Wireless TCP Master Thesis Project (Sep 03 – April 04) Dennis Dungs Technical.

Slide 4

Evaluation - Parameters

• Throughput over time

• Round-Trip-Times (RTT)– Average– Jitter

• Transmission time

• Nr. of packets

• Nr. of retransmitted bytes

• Nr. of timeouts– Transmission timeouts

Page 5: Slide 1 Implementation and Evaluation of a Performance Enhancing Proxy for Wireless TCP Master Thesis Project (Sep 03 – April 04) Dennis Dungs Technical.

Slide 5

Evaluation – Measurement Procedure

• IPerf – Setup a UDP/TCP connection from sender to receiver– Send data from sender to receiver at maximum bandwidth (TCP)

or given bandwidth (UDP)

• Ethereal – Trace Ethernet packets at sender and receiver in real-time into a

file– Traces arrival times of packets t(n) and contents of Ethernet

packets

• TCPTrace– Generate TCP Statistics offline

• Matlab– Generating UDP Statistics offline– Calculating statistical parameters

• GNUPlot– Visualizing TCP Statistics (RTT Graphs, Throughput Graphs)

Page 6: Slide 1 Implementation and Evaluation of a Performance Enhancing Proxy for Wireless TCP Master Thesis Project (Sep 03 – April 04) Dennis Dungs Technical.

Slide 6

Evaluation - Metrics

• Instantaneous Throughput

• Instantaneous Averaged Throughput

• Transmission Throughput

• Round-Trip-Times (RTT)

const.k 1),-(i*k n ,)( 1,

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AvgInst tt

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Page 7: Slide 1 Implementation and Evaluation of a Performance Enhancing Proxy for Wireless TCP Master Thesis Project (Sep 03 – April 04) Dennis Dungs Technical.

Slide 7

WLAN 802.11b Evaluation

Page 8: Slide 1 Implementation and Evaluation of a Performance Enhancing Proxy for Wireless TCP Master Thesis Project (Sep 03 – April 04) Dennis Dungs Technical.

Slide 8

802.11 Evaluation: Setup

Tokyo Delft

Legend:

Aalborg

Fixed Host

Mobile HostDhaka

Router

Mobile Node 1

Toronto

TorontoSwitch

WLAN Access Point

8 MBit/s 8 MBit/s

100 MBit/s100 MBit/s

100 MBit/s

Shanghai

100 MBit/s

Istanbul

Frankfurt

Server

10.10.2.254Shanghai

Page 9: Slide 1 Implementation and Evaluation of a Performance Enhancing Proxy for Wireless TCP Master Thesis Project (Sep 03 – April 04) Dennis Dungs Technical.

Slide 9

Evaluation - General Eval on WLAN

Page 10: Slide 1 Implementation and Evaluation of a Performance Enhancing Proxy for Wireless TCP Master Thesis Project (Sep 03 – April 04) Dennis Dungs Technical.

Slide 10

Evaluation - General Eval on WLAN

Page 11: Slide 1 Implementation and Evaluation of a Performance Enhancing Proxy for Wireless TCP Master Thesis Project (Sep 03 – April 04) Dennis Dungs Technical.

Slide 11

Evaluation - General Eval on WLAN

Page 12: Slide 1 Implementation and Evaluation of a Performance Enhancing Proxy for Wireless TCP Master Thesis Project (Sep 03 – April 04) Dennis Dungs Technical.

Slide 12

Evaluation - General Eval on WLAN

• Observations:– TCP downstream reaches 720 kByte/s,

downstream 650 kByte/s– TCP degrades throughput by 16% compared

to UDP– RTTs in upstream vary wide, vary less in

downstream– Most influences in upstream result from

strange behaviour of 3COM card

Page 13: Slide 1 Implementation and Evaluation of a Performance Enhancing Proxy for Wireless TCP Master Thesis Project (Sep 03 – April 04) Dennis Dungs Technical.

Slide 13

Evaluation – BERs in WLAN

Room 4

Room 3

Room 2

Room 1 Position #1

Position #2

Position #3

Position #4

Legend:

Mobile Host

WLAN Access Point

Page 14: Slide 1 Implementation and Evaluation of a Performance Enhancing Proxy for Wireless TCP Master Thesis Project (Sep 03 – April 04) Dennis Dungs Technical.

Slide 14

Evaluation – BERs in WLAN

Measurement Options:•AP transmission power: 30mW•MN transmission power 50mW•Transmission time: 10s•Proxy turned off•RTS/CTS off•WEP enabled

Page 15: Slide 1 Implementation and Evaluation of a Performance Enhancing Proxy for Wireless TCP Master Thesis Project (Sep 03 – April 04) Dennis Dungs Technical.

Slide 15

Evaluation - BERs in WLAN

• Observations:– NIC reported good signal strength and quality in 1,2,3

and poor signal strength and quality in 4– Position 1,2 and 3 gain same throughput– Only Position 4 suffers from bad channel quality and

high BER– No TCP retransmissions observed in all 4 cases– Same behaviour in upstream case– ARQ used by WLAN efficient mechanism to hide

BERs from TCP– IP layer provides reliable, but less performant

datagram service in bad channel condition situations– TCP can adopt very accurate to those conditions

Page 16: Slide 1 Implementation and Evaluation of a Performance Enhancing Proxy for Wireless TCP Master Thesis Project (Sep 03 – April 04) Dennis Dungs Technical.

Slide 16

Evaluation – Handovers in WLAN

Tokyo Delft

Legend:

Aalborg

Fixed Host

Mobile HostDhaka

Router

Mobile Node 1

Toronto

Foreign Agent

10.10.3.254

TorontoSwitch

WLAN Access Point

8 MBit/s 8 MBit/s

100 MBit/s100 MBit/s

100 MBit/s

Shanghai

100 MBit/s

Istanbul

Home Agent

10.10.3.254

Frankfurt

Server

10.10.2.254Shanghai

10.10.3.X10.10.1.X

Page 17: Slide 1 Implementation and Evaluation of a Performance Enhancing Proxy for Wireless TCP Master Thesis Project (Sep 03 – April 04) Dennis Dungs Technical.

Slide 17

Evaluation – Handovers in WLAN

Page 18: Slide 1 Implementation and Evaluation of a Performance Enhancing Proxy for Wireless TCP Master Thesis Project (Sep 03 – April 04) Dennis Dungs Technical.

Slide 18

Evaluation – Handovers in WLAN

• Observations:– TCP connection restarts after 29s, although

receiver available after 16s.– 11s of handover time due to problems in

DHCP– 5s for signaling MIP and IP-Tunnel setup.– TCP performs poor due to exponential backoff– 10 runs showed same performance

Page 19: Slide 1 Implementation and Evaluation of a Performance Enhancing Proxy for Wireless TCP Master Thesis Project (Sep 03 – April 04) Dennis Dungs Technical.

Slide 19

Bluetooth Evaluation

Page 20: Slide 1 Implementation and Evaluation of a Performance Enhancing Proxy for Wireless TCP Master Thesis Project (Sep 03 – April 04) Dennis Dungs Technical.

Slide 20

Single Connection over Bluetooth - Scenario

10.10.1.X

Tokyo DelftAalborg

China

Mobile Node

Toronto

Server

10.10.3.254

8 MBit/s 8 MBit/s

100 MBit/s

100 MBit/s100 MBit/s

Shanghai

100 MBit/s

Fixed Host Mobile HostRouter Switch BT AP

Legend:

Network Setup: • Scenario Parameters:– MN: 2.6 GHz-P4 512MB

RAM, WinXP, Belkin Class2 BT USB Adapter

– AP: BlipNet BlipNode L1– Supposed Master: AP– Supposed Slave: Mobile Node– Application Profile: PAN– Distance AP->MN: 1m– Server: PPro 166Mhz, 32MB

RAM, running Redhat 7.3– Sending duration: 30sec– UDP payloadsize: 1470 bytes– UDP Bandwidth: 700kBit/s

(Application Layer Bandwidth)– TCP receiver buffer: 8 kBytes

Downstream

Page 21: Slide 1 Implementation and Evaluation of a Performance Enhancing Proxy for Wireless TCP Master Thesis Project (Sep 03 – April 04) Dennis Dungs Technical.

Slide 21

Single UDP Connection over Bluetooth

Page 22: Slide 1 Implementation and Evaluation of a Performance Enhancing Proxy for Wireless TCP Master Thesis Project (Sep 03 – April 04) Dennis Dungs Technical.

Slide 22

Single UDP Connection over Bluetooth

Page 23: Slide 1 Implementation and Evaluation of a Performance Enhancing Proxy for Wireless TCP Master Thesis Project (Sep 03 – April 04) Dennis Dungs Technical.

Slide 23

Single TCP Connection over Bluetooth

Page 24: Slide 1 Implementation and Evaluation of a Performance Enhancing Proxy for Wireless TCP Master Thesis Project (Sep 03 – April 04) Dennis Dungs Technical.

Slide 24

Single TCP Connection over Bluetooth

Page 25: Slide 1 Implementation and Evaluation of a Performance Enhancing Proxy for Wireless TCP Master Thesis Project (Sep 03 – April 04) Dennis Dungs Technical.

Slide 25

Single TCP Connection over Bluetooth

• Possible Reasons for throughput jumps– Traffic in low-bandwidth direction

• Packet Scheduler has to send more data• Adjusting to „more symmetric“ bandwidth• Flow Control on Baseband

– Interference• Channel quality driven data rate change (CQDDR)

Page 26: Slide 1 Implementation and Evaluation of a Performance Enhancing Proxy for Wireless TCP Master Thesis Project (Sep 03 – April 04) Dennis Dungs Technical.

Slide 26

Additional Results

• Transmission Throughput always dependant on time of throughput jumps

• Adhoc – Scenario:– Same throughput jumps (UDP & TCP) as in

AP-scenario, but less likely– Higher average throughput

• No significant differences between WinXP (WidComm-Stack) and Linux (BlueZ-Stack)

Page 27: Slide 1 Implementation and Evaluation of a Performance Enhancing Proxy for Wireless TCP Master Thesis Project (Sep 03 – April 04) Dennis Dungs Technical.

Slide 27

Conclusions: Bluetooth

• Conclusion:– Many factors could cause the throughput-

dropdown– Difficult to analyze TCP performance lacks, if

underlying behaviour unclear– To get deeper understandings, packet trace

tool for Baseband is needed

Page 28: Slide 1 Implementation and Evaluation of a Performance Enhancing Proxy for Wireless TCP Master Thesis Project (Sep 03 – April 04) Dennis Dungs Technical.

Slide 28

TCP Proxy: Implementation and Evaluation

Page 29: Slide 1 Implementation and Evaluation of a Performance Enhancing Proxy for Wireless TCP Master Thesis Project (Sep 03 – April 04) Dennis Dungs Technical.

Slide 29

Considered Scenarios

• Definition:„A Scenario consists of a description of the network infrastructure, mobility model and traffic model.“

Proxy

Server

Wired Network

MobileHost

Wirelesssupporting Network

• Network Infrastructure:– Access Technology– Proxy Location– Sender / Receiver Location– Network configuration

• Mobility Model– Fixed position– Handover to same/different subnet– Handover to new access technology

• Traffic Model– Size of transmitted data– Used bandwith– Single-/Multi-User– Cross-traffic– Constant / Burst Traffic

Page 30: Slide 1 Implementation and Evaluation of a Performance Enhancing Proxy for Wireless TCP Master Thesis Project (Sep 03 – April 04) Dennis Dungs Technical.

Slide 30

Implementation of TCP Proxy - Idea

Application

Split TCP Idea:

Sender Receiver

Split TCP-Daemon

TCP

IP

LL / PHY

Application

TCP

IP

LL / PHY

TCP

IP

LL / PHY

TCP

IP

LL / PHY

TCP Proxy

Page 31: Slide 1 Implementation and Evaluation of a Performance Enhancing Proxy for Wireless TCP Master Thesis Project (Sep 03 – April 04) Dennis Dungs Technical.

Slide 31

Implementation of TCP Proxy – Software Architecture

NIC

Packet-buffer

NIC

Packet-buffer

decode encode

ConnectionConnection

ConnectionConnection

Connection ConnectionSend data

establish connection

close connection

Process packet Create packet(s)

Send data

Data buffer

(Mirror)

Split TCP daemon

Page 32: Slide 1 Implementation and Evaluation of a Performance Enhancing Proxy for Wireless TCP Master Thesis Project (Sep 03 – April 04) Dennis Dungs Technical.

Slide 32

Implementation of TCP Proxy – Current Features

• Mirroring• Split TCP:

– TCP Reno implementation– Slow start– Congestion avoidance– Retransmission timer (partially)– Fast retransmission– Delayed ACKs– Adjustable Maximum Segment Size– Adjustable data buffer– Asymetrical TCP setup

Page 33: Slide 1 Implementation and Evaluation of a Performance Enhancing Proxy for Wireless TCP Master Thesis Project (Sep 03 – April 04) Dennis Dungs Technical.

Slide 33

Implementation of TCP Proxy - Options

• IP-Header-Option-Solution– Add original IP-Destination-Adress to IP-Header Option– Send every IP packet to Proxy– Unpack IP-packets at Proxy and start a „normal“ TCP/IP-Connection– Disadvantage: Changes in TCP/IP-Stack of connection initiator necssary

• IP-Tunneling– Tunnel the IP-packets from connection initiator to Proxy– Unpack IP-packets at Proxy and start a „normal“ TCP/IP-Connection– Disadvantage: additional IP-Overhead

• Hardware - Solution– Proxy directly integrated in Sender-Receiver-Path– Disadvantage: Different Scenarios need different locations of proxy ->

Maintainance efforts

• ARP – Solution– „emulate“ IP Adresses by faking IP-MAC-Maps– Disadvantage: Difficult to maintain maps– Disadvantage: Timing problems

• Routing-Solution

Page 34: Slide 1 Implementation and Evaluation of a Performance Enhancing Proxy for Wireless TCP Master Thesis Project (Sep 03 – April 04) Dennis Dungs Technical.

Slide 34

Implementation of TCP Proxy – Network setup

10.10.4.X

Tokyo Delft

Legend:Proxy

Aalborg

Fixed Host

Mobile Host

Spjald

Router

10.10.254.254

Mobile Node San Francisco

Toronto

Server

10.10.1.254

TorontoSwitch

WLAN Access Point

8 MBit/s 8 MBit/s

100 MBit/s100 MBit/s

100 MBit/s

100 MBit/s

Policy-Based Routing applied

Page 35: Slide 1 Implementation and Evaluation of a Performance Enhancing Proxy for Wireless TCP Master Thesis Project (Sep 03 – April 04) Dennis Dungs Technical.

Slide 35

Evaluation – RTTs in WLAN

• Comparison of RTTs in WLAN– AP transmission power: 30 mW– Distance to AP: 20 cm– Transmission period: 10 s– TCP Proxy configuration:

• Delayed ACKs off• No Buffer Thresholding• MSS: 1460 Bytes

Samples Average Max Min Std. Dev.

No Proxy 2494 16 ms 57 ms 3 ms 3 ms

Mirror 2500 21 ms 60 ms 3 ms 5 ms

Split TCP Proxy

4455 22 ms 70 ms 3 ms 5 ms

Page 36: Slide 1 Implementation and Evaluation of a Performance Enhancing Proxy for Wireless TCP Master Thesis Project (Sep 03 – April 04) Dennis Dungs Technical.

Slide 36

Evaluation – Delayed ACKs in WLAN

Measurement Options:•AP transmission power: 30mW•Distance to AP: 20cm•Transmission amount: 30MB•Symmetrical TCP setup

•Delay Timer: 500ms•MSS: 1460 bytes•No Buffer Thresholding

Page 37: Slide 1 Implementation and Evaluation of a Performance Enhancing Proxy for Wireless TCP Master Thesis Project (Sep 03 – April 04) Dennis Dungs Technical.

Slide 37

Evaluation – Delayed ACKs in WLAN

• Observations:– Higher number of delayed ACKs leads to

higher performance– Drawback: Higher number of delayed ACKs

lead to a slow slow-start, since in first RTT, some retransmissions are needed to trigger one ACK

– Linux/Windows do not delay first ACK in a connection to avoid this behaviour

Page 38: Slide 1 Implementation and Evaluation of a Performance Enhancing Proxy for Wireless TCP Master Thesis Project (Sep 03 – April 04) Dennis Dungs Technical.

Slide 38

Evaluation – Delay ACK timer in WLAN

Measurement Options:•AP transmission power: 30mW•Distance to AP: 20cm•Transmission amount: 30MB•Symmetrical TCP setup:

•Delayed ACKs: 3•MSS: 1460 bytes•No Buffer Thresholding

Page 39: Slide 1 Implementation and Evaluation of a Performance Enhancing Proxy for Wireless TCP Master Thesis Project (Sep 03 – April 04) Dennis Dungs Technical.

Slide 39

Evaluation – Delay ACK timer in WLAN

• Observations:– The shorter the DelayACK timer, the faster

the connection reaches steady state– The shorter the DelayACK timer, the higher

the probability to send an ACK without necessity

– 50ms timer seems to be the best tradeoff between fast connection setup and low probability of unnecesarily sending ACKs in 10s connections.

Page 40: Slide 1 Implementation and Evaluation of a Performance Enhancing Proxy for Wireless TCP Master Thesis Project (Sep 03 – April 04) Dennis Dungs Technical.

Slide 40

Future Outline

• Implementation:– Coupling TCP-Proxy and MIP Mobility Support– FreezeTCP

• Freeze Sender by advertising a zero Window• Recover sender by:

– 3 Duplicate ACKs (slow-start)– 1 Non-Zero Window ACK (fast recovery)

• Evaluation:– Impact of Buffer-Thresholding– Multi-User/Bursty Cross Traffic in WLAN Scenarios– GPRS– Bluetooth– [W-CDMA]– MobileIP / Handover Scenarios

Page 41: Slide 1 Implementation and Evaluation of a Performance Enhancing Proxy for Wireless TCP Master Thesis Project (Sep 03 – April 04) Dennis Dungs Technical.

Slide 41

Current Problems

• Ethereal not working with PPP in Windows NT/2000/XP (-> BT LAN, GPRS)

• No globally routable IP-Address available in GPRS• MobileIP-Setup over GPRS• No W-CDMA Equipment available• Bugs,....

Page 42: Slide 1 Implementation and Evaluation of a Performance Enhancing Proxy for Wireless TCP Master Thesis Project (Sep 03 – April 04) Dennis Dungs Technical.

Slide 42

References

• Project WebSite: http://kom.auc.dk/~dennis/

• IPLab WebSite:

http://kom.auc.dk/iplab/

• WLAN Evaluation Project:

http://kom.auc.dk/~ruipt/

• RFCs : RFC791 (IP), RFC793 (TCP)

• eMail: [email protected]

Page 43: Slide 1 Implementation and Evaluation of a Performance Enhancing Proxy for Wireless TCP Master Thesis Project (Sep 03 – April 04) Dennis Dungs Technical.

Slide 43

Thanks for listening!

Any Questions?

Page 44: Slide 1 Implementation and Evaluation of a Performance Enhancing Proxy for Wireless TCP Master Thesis Project (Sep 03 – April 04) Dennis Dungs Technical.

Slide 44

Backup

Page 45: Slide 1 Implementation and Evaluation of a Performance Enhancing Proxy for Wireless TCP Master Thesis Project (Sep 03 – April 04) Dennis Dungs Technical.

Slide 45

Current IPLab network architectureIP LAB: Current Architecture

Delft

Internet

Toronto

Frankfurt

Shanghai

Sydney Dhaka

Tokyo

San Francisco 130.225.51.6

10.10.1.210.10.2.2

10.10.2.1 10.10.1.1

Aalborg

10.10.2.254

Spjald10.10.4.2

10.10.1.254

Shanghai

10.10.3.254

10.10.254.254

Toronto10.10.3.1

GPRS Network