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1 LAN Android Transmission-Control Middleware on multiple Android Terminals in a WLAN Environment with consideration of Round Trip Time Ai HAYAKAWA, Saneyasu YAMAGUCHI, and Masato OGUCHI Ochanomizu University Kogakuin University 1. OS Twitter Facebook Skype LINE

2 [1] [2] [3] (RTT) 2. Android OS Android OS Google OS 69.7% [4] 1 Android Linux [5] Linux OS Android Runtime Dalvik Dalvik UI Application(Home,Telephone,Web) Application Framework Android Runtime Core Libraries, Dalvik VM Ware Library Linux Kernel Android 2. 1 Android Android OS % Android2.3(Gingerbread) Android4.1(JellyBean) [6] GingerBread JellyBean UI TSO(TCP Segmentation Offload) TSO (NIC) LSI TCP NIC TCP CPU CPU TSO CPU JellyBean Android OS TSO JellyBean TSO [7]

3 2. 2 Android Android Android Android Android Android Dalvik Android Android [3] Android Android 2 LAN (CWND) (CA-STATE) RTT ( 3) [8] TCP TCP Android Android dummynet Android 1 10 RTT Iperf [9] dummynet 4ms 256ms 1 ping RTT Android GingerBread( GB) JellyBean( JB)

4 6 (JB) IEEE802.11g 1 Android Model number Nexus S Firmware version Baseband version I9023XXKD1 Kernel version hiromi0824, ai Build number GRJ22, JRO03L server OS Ubuntu (64bit) / Linux CPU Intel(R) Core 2Quad CPU Q8400 Main Memory 7.8GiB 7 4ms (RTT) (GB) GB JB ( ( ) ( )) 5 GB 6 GB JB JB 8 256ms (RTT) (GB) 5 (GB) (cwnd) ping endto-end RTT ( ) 7 8 GB 60 RTT ( 4ms 256ms) 9 10 JB

5 JB GB RTT TCP RTT RTT RTT Android OS TCP RTT dummynet RTT RTT Android, ms Android 10 RTT GB JB (RTT) (GB) 9 4ms (RTT) (JB) 12 (RTT) (JB) ms (RTT) (JB)

6 RTT RTT UDP RTT (minrtt) min-rtt RTT RTT/(min-rtt) RTT (ratio-rtt) RTT proc RTT 1 TCP [10] = [Mbps] * [sec] = / 1 [1.5Kbyte] / = * 1.5[Kbyte] * 8 / [sec] RTT 2 3 ratio-rtt min-rtt 2 GB JB A : 0 < = min-rtt < 100 B : min-rtt > = GB JB A B A B max min max min max min max min

7 3 RTT GB JB A B A B ratio-rtt max min ratio-rtt max min ratio-rtt max min ratio-rtt max min RTT Android 10 GB JB GB 4ms 2 256ms 7 4ms 256ms 5 16 JB 256ms 2 16 (JB) RTT RTT ( 18 19) RTT (GB) 15 (GB) 256ms JB RTT (JB)

8 Fairness Index [11] Farness Index 1 F airnessindex : fi = ( k i=i xi)2 k k i=i xi2 (1 < = i < = k)(1) 256ms GB JB Fairness Index Android (JB) 8.2 Android Windows Mac OS PC 8. 1 Android 4 256ms Android (GB) 22 Android 4 21 (JB) GB 5 JB 2 TCP 8. 7 TCP Android 6 Android 8

9 8. 2 Android Windows, Mac OS Android Windows Mac OS PC Android 3 Windows, Mac OS Android Model number Nexus S Firmware version Baseband version I9023XXKD1 Kernel version ai Build number JRO03L Windows OS Windows 7 Hardware vaio CPU Intel(R) Atom(TM) CPU Z550 2GHz Main Memory 2.0 GB Macintosh OS Mac OS X Hardware MacBook Air CPU 1.86 GHz Intel Core 2 Duo Main Memory 2GB 1067 MHz DDR3 server OS Ubuntu (64bit) / Linux CPU Intel(R) Core 2Quad CPU Q8400 Main Memory 7.8GiB 256ms Android 3 6 Windows Mac OS Android Android 3 6 Android RTT Android Android PC 27 Android 6 Windows, Mac OS Android 9. RTT 2 Android OS RTT RTT

10 TCP 2 5 Android RTT [10] W.Richard Stevens TCP/IP Vol [11] D.-M. Chiu and R. Jain, Analysis of the increase and decrease algorithms for congestion avoidance in computer networks, Computer Networks and ISDN Systems, vol. 17, pp. 1-14, KDDI NTT [1]. MBL [ ] no.44 pp [2]. EIP [ ] no.11 pp [3] :. DEIM2013 E [4] gartner: [5] android:developers: [6] [7] [8] :Android Comsys [9] Iperf: project/iperf/iperf/2.0.5

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