Mobility-Aware Seamless Handover with MPTCP in Software-Defined HetNets SDN(1)

Mobility-Aware Seamless Handover with MPTCP in Software-Defined HetNets
https://arxiv.org/abs/2101.00678

単語帳

English	日本語	counts
THE	それ	632
AND	と	244
IN	に	236
OF	の	236
NETWORK	網	182
TO	に	156
A	一つの	155
IS	です	145
HANDOVER	手渡す	134
FOR	へ	111
MPTCP	MPTCP	96
WITH	と	96
USER	利用者	91
J	J	85
AS	のように	84
WE	私たち	65
ARE	です	60
CAN	CAN	55
BASED	基づく	53
SDN	SDN	53
THAT	それ	50
FROM	から	48
SERVICE	奉仕	48
DATA	与件	47
W	W	47
LOCATION	場所	46
SELECTION	選択	45
BY	に	44
窶	窶	43
M	M	42
NETWORKS	網	42
ATTRIBUTES	属性	41
X	X	41
CONTROLLER	制御	40
FIG	図	40
L	L	39
PROPOSED	提案された	38
MMT	MMT	36
MODEL	モデル	36
SUBFLOW	サブフロー	36
THIS	この	36
ESN	ESN	34
MOBILITY	移動	34
ALGORITHM	アルゴリズム	33
S	S	33
SEAMLESS	継ぎ目なく	33
ON	の	32
G	G	31
WHICH	それ	31
WLAN	WLAN	31
ACCESS	接続	29
SET	置く	29
窶	窶	29
ATTRIBUTE	属性	28
FAHP	FAHP	28
B	B	27
METHOD	方法	27
PREDICTION	予測	27
PROCESS	処理	27
DURING	間	26
LTE	LTE	26
WHERE	どこで	26
BE	です	25
FUZZY	あいまいな	25
H	H	25
LOCATIONS	場所	24
NUMBER	番号	23
TARGET	ターゲット	23
IEEE	EEE	22
VALUE	値	22
VOL	VOL	22
PING	ピン	21
PONG	ポン	21
SUBFLOWS	サブフロー	21
TABLE	テーブル	21
THROUGH	スルー	21
TIME	時間	21
MATRIX	マトリックス	20
PP	PP	20
USING	用いる	20
UTILITY	ユーティリティ	20
WEIGHT	ウェイト	20
WHEN		20
AN	一つの	19
CANDIDATE	候補	19
DEFINED		19
DIFFERENT	別の	19
MOVING	移動	19
MULTIPLE	複数	19
NO	いいえ	19
THEN	その後	19
TRANSMISSION	送信	19
C	C	18
EXECUTION	実行	18
U	U	18
VECTOR	ベクトル	18
AREA	領域	17
GIVEN	与えられた	17
HETEROGENEOUS	異種	17
MOBILE	移動	17
N	N	17
NEW	新しい	17
ONE	1	17
QOE	QOE	17
BETWEEN	間	16
K	K	16
PROC	PROC	16
REQUIREMENTS	要件	16
RSS	RSS	16
WIRELESS	無線	16
COMMUN	通信	15
CONTINUITY	継続性	15
IMPORTANCE	重要度	15
PREFERENCES	優先設定	15
THROUGHPUTS	処理能力	15
THUS	したがって	15
V	V	15
ACCORDING	したがって	14
F	F	14
HETNETS	HETNETS	14
INTO	から	14
P	P	14
PATTERN	型	14
PREDICTED	予測	14
SESSION	セッション	14
ST	ST	14
USERS	利用者	14
AVAILABLE	使用可能な	13
BANDWIDTH	帯域幅	13
COST	費用	13
COVERAGE	網羅	13
DELAY	遅延	13
EFFECT	影響	13
NEXT	次の	13
PATH	パス	13
RESERVOIR	リザーバー	13
SEE	参照	13
SERVICES	奉仕	13
TCP	TCP	13
TYPES	型	13
WILL	は	13
AT	です	12
CONF	会議	12
FUTURE	将来	12
HISTORICAL	履歴	12
I	I	12
INFORMATION	情報	12
LEARNING	学習	12
MODE	モード	12
QOS	QOS	12
SDHETNET	SDHETNET	12
SELECTED	選択された	12
SIMULATION	模擬	12
TYPE	型	12
ALSO		11
BECAUSE	また	11
CONTROL	制御	11
EACH	各	11
INTRODUCED	導入された	11
LOSS	損失	11
R	R	11
REAL	実際の	11
SIGNALING	信号化	11
TIMES	回数	11
USE	使用	11
USED	使用される	11
WL	WL	11
WORKS	動作	11
ALGORITHMS	算法	10
D	D	10
DETERMINE	決定	10
FOLLOWS	次の	10
FUNCTIONS	機能	10
HAS	持つ	10
INPUT	入力	10
MECHANISM	仕組み	10
MORE	より多くの	10
MOVES	動き	10
OUTPUT	出力	10
PATHS	パス	10
PATTERNS	類型	10
POINTS	ポイント	10
PROBLEM	問題	10
SHOWN	示される	10
T	T	10
THAN	より多くの	10
TWO	2	10
VERTICAL	垂直	10
Y	Y	10

Rererence

REFERENCES
[1] A. Stamou, N. Dimitriou, K. Kontovasilis, and S. Papavassiliou, “Au- tonomic handover management for heterogeneous networks in a future internet context: A survey,” IEEE Commun. Surveys Tuts., vol. 21, no. 4, pp. 3274–3297, 4th Quart. 2019.
[2] P. Mahajan and P. Zaheeruddin, “Review paper on optimization of handover parameter in heterogeneous networks,” in Proc. of Int. Conf. Innov. Appl. Comput. Intell. Power, Energy Controls Impact Humanit. (CIPECH), Ghaziabad, India, Nov. 2018.
[3] System Architecture for the 5G System, document TS 23.501 ver.15.4.0 Release 15, 3GPP, Mar. 2019.
[4] A. Ben Cheikh, M. Ayari, R. Langar, G. Pujolle, and L. A. Saidane, “Optimized handoff with mobility prediction scheme using HMM for femtocell networks,” in Proc. of IEEE Int. Conf. Commun. (ICC), London, UK, Jun. 2015.
[5] J. Jeong, M. Leconte, and A. Proutiere, “Cluster-aided mobility predic- tions,” in Proc. of IEEE INFOCOM, San Francisco, CA, USA, Apr. 2016.
[6] P. Yang, X. Li, H. Ji, and H. Zhang, “A novel mobility prediction scheme for outdoor crowded scenario using fuzzy C-means,” in Proc. of IEEE Int. Symp. Person. Indoor Mobile Radio Commun. (PIMRC), Montreal, QC, Canada, Oct. 2017.
[7] M. Chen, M. Mozaffari, W. Saad, C. Yin, M. Debbah, and C. S. Hong, “Caching in the sky: Proactive deployment of cache-enabled unmanned aerial vehicles for optimized quality-of-experience,” IEEE J. Sel. Areas Commun., vol. 35, no. 5, pp. 1046–1061, May. 2017.
Throughput/ Mbps
[8] Y. Zhu, J. Li, Q. Huang, and D. Wu, “Game theoretic approach for network access control in heterogeneous networks,” IEEE Trans. Veh. Technol., vol. 67, no. 10, pp. 9856–9866, Oct. 2018.
[9] J. Cui, D. Wu, and Z. Qin, “Caching AP selection and channel allo- cation in wireless caching networks: A binary concurrent interference minimizing game solution,” IEEE Access, vol. 6, pp. 54 516–54 526, Sep. 2018.
[10] A. Zhu, S. Guo, B. Liu, M. Ma, J. Yao, and X. Su, “Adaptive multiservice heterogeneous network selection scheme in mobile edge computing,” IEEE Internet Things J., vol. 6, no. 4, pp. 6862–6875, Aug. 2019.
[11] Z. Du, C. Wang, Y. Sun, and G. Wu, “Context-aware indoor VLC/RF heterogeneous network selection: Reinforcement learning with knowl- edge transfer,” IEEE Access, vol. 6, pp. 33 275–33 284, Jun. 2018.
[12] D.D.Nguyen,H.X.Nguyen,andL.B.White,“Reinforcementlearning with network-assisted feedback for heterogeneous RAT selection,” IEEE Trans. Wireless Commun., vol. 16, no. 9, pp. 6062–6076, Sep. 2017.
[13] M.Chen,U.Challita,W.Saad,C.Yin,andM.Debbah,“Artificialneural networks-based machine learning for wireless networks: A tutorial,” IEEE Commun. Surveys Tuts., vol. 21, no. 4, pp. 3039–3071, 4th Quart. 2019.
[14] Y.Xu,J.Chen,L.Ma,andG.Lang,“Q-learningbasednetworkselection for WCDMA/WLAN heterogeneous wireless networks,” in Proc. of IEEE Veh. Technol. Conf. (VTC Spring), Seoul, South Korea, May. 2014.
[15] N.Goel,N.Purohit,andB.R.Singh,“Anewschemefornetworkselec- tion in heterogeneous wireless network using fuzzy logic,” International Journal of Computer Applications, vol. 88, no. 3, pp. 1–5, Feb. 2014.
[16] M.AlkhawlaniandA.Ayesh,“Accessnetworkselectionbasedonfuzzy logic and genetic algorithms,” Advances in Artificial Intelligence, vol. 8, no. 1, Apr. 2008.
[17] H. Yu and B. Zhang, “A heterogeneous network selection algorithm based on network attribute and user preference,” Ad Hoc Networks, vol. 72, pp. 68–80, Apr. 2018.
[18] O. E. Falowo and H. A. Chan, “Multiple-call handover decisions using fuzzy mcgdm in heterogeneous wireless networks,” in Proc. of IEEE Mil. Commun. Conf. (MILCOM), Baltimore, MD, USA, Nov. 2011.
[19] R. Luo, S. Zhao, and Q. Zhu, “Network selection algorithm based on group decision making for heterogeneous wireless networks,” in Proc. of Int. Conf. Commun. Softw. Netw. (ICCSN), Guangzhou, China, May. 2017.
[20] H. Yu, Y. Ma, and J. Yu, “Network selection algorithm for multiservice multimode terminals in heterogeneous wireless networks,” IEEE Access, vol. 7, pp. 46 240–46 260, Apr. 2019.
[21] J. He, G. Zhang, Z. Li, and G. Xie, “Throughput guaranteed handoff for SDN-based WLAN in distinctive signal coverage,” in Proc. of IEEE Wireless Commun. Networking Conf. (WCNC), San Francisco, CA, USA, Mar. 2017.
[22] J. Lee and Y. Yoo, “Handover cell selection using user mobility infor- mation in a 5G SDN-based network,” in Proc. of Int. Conf. Ubiquitous Future Netw. (ICUFN), Milan, Italy, Jul. 2017.
[23] H. Zhang, W. Huang, and Y. Liu, “Handover probability analysis of anchor-based multi-connectivity in 5G user-centric network,” IEEE Wireless Commun. Lett., vol. 8, no. 2, pp. 396–399, Apr. 2018.
[24] L. Wang, Z. Lu, X. Wen, G. Cao, X. Xia, and L. Ma, “An SDN-based seamless convergence approach of WLAN and LTE networks,” in Proc. of IEEE Inf. Technol., Netw., Electron. Autom. Control Conf. (ITNEC), Chongqing, China, May. 2016.
[25] H.Sinky,B.Hamdaoui,andM.Guizani,“Seamlesshandoffsinwireless hetnets: Transport-layer challenges and multi-path TCP solutions with cross-layer awareness,” IEEE Network, vol. 33, no. 2, pp. 195–201, Jan. 2019.
[26] C. Paasch, G. Detal, F. Duchene, C. Raiciu, and O. Bonaventure, “Exploring mobile/WiFi handover with multipath TCP,” in Proc. of ACM SIGCOMM Workshop Cell. Networks: Oper., Challenges, Future Des., Helsinki, Finland, Aug. 2012.
[27] D. Yao, X. Su, B. Liu, and J. Zeng, “A mobile handover mechanism based on fuzzy logic and mptcp protocol under SDN architecture,” in Proc. of IEEE Int. Symp. Commun. Inf. Technol. (ISCIT), Bangkok, Thailand, Sep. 2018.
[28] H. Tong, X. Liu, and C. Yin, “A FAHP and MPTCP based seamless handover method in heterogeneous SDN wireless networks,” in Proc. of Int. Conf. Wirel. Commun. Signal Process. (WCSP), Xi’an, China, Oct. 2019.
[29] Q. De Coninck and O. Bonaventure, “Tuning multipath TCP for inter- active applications on smartphones,” in Proc. of IFIP Netw. Conf. IFIP Netw. Workshops, (IFIP Networking), Zurich, Switzerland, May. 2018.
[30] C. Paasch and O. Bonaventure, “Multipath tcp,” Commun. ACM, vol. 57, no. 4, p. 51–57, Apr. 2014. [Online]. Available: https: //doi.org/10.1145/2578901
[31] M. Condoluci, S. H. Johnson, V. Ayadurai, M. A. Lema, M. A. Cuevas, M. Dohler, and T. Mahmoodi, “Fixed-mobile convergence in the 5G era: From hybrid access to converged core,” IEEE Network, vol. 33, no. 2, pp. 138–145, Feb. 2019.
[32] A. Panda, S. K. Patra, and D. P. Acharya, “Received signal strength based vertical hand off scheme for k-tier heterogeneous networks,” in Proc. of Int. Conf. on Commun. Systems and Netw. Tech. (CSNT), Gwalior, India, Apr. 2013.
[33] S. Hochreiter and J. Schmidhuber, “Long short-term memory,” Neural computation, vol. 9, no. 8, pp. 1735–1780, Nov. 1997.
[34] A. Rodan and P. Tinˇo, “Simple deterministically constructed cycle reservoirs with regular jumps,” Neural computation, vol. 24, no. 7, pp. 1822–1852, Jul. 2012.
[35] U. D. Schiller and J. J. Steil, “Analyzing the weight dynamics of recurrent learning algorithms,” Neurocomputing, vol. 63, pp. 5–23, Jan. 2005.
[36] P. J. Van Laarhoven and W. Pedrycz, “A fuzzy extension of saaty’s priority theory,” Fuzzy sets and Systems, vol. 11, no. 1-3, pp. 229–241, 1983.
[37] A.Ford,C.Raiciu,M.J.Handley,andO.Bonaventure,“TCPExtensions for Multipath Operation with Multiple Addresses,” RFC 6824, no. 6824, Jan. 2013. [Online]. Available: https://rfc-editor.org/rfc/rfc6824.txt
[38] C. Paasch, S. Barre et al., “Multipath TCP in the Linux Kernel,” MultiPath TCP - Linux Kernel implementation, Aug. 2014. [Online]. Available: https://multipath-tcp.org/pmwiki.php/Users/ ConfigureMPTCP
[39] I.Rhee,M.Shin,S.Hong,K.Lee,S.Kim,andS.Chong,“CRAWDAD dataset ncsu/mobilitymodels (v. 2009-07-23),” Downloaded from https: //crawdad.org/ncsu/mobilitymodels/20090723, Jul. 2009.
[40] H. Jaeger., “Controlling recurrent neural networks by conceptors,” ArXiv, Mar. 2014. [Online]. Available: http://arxiv.org/abs/1403.3369
[41] J. Chung, C ̧aglar Gu ̈lc ̧ehre, K. Cho, and Y. Bengio, “Empirical evaluation of gated recurrent neural networks on sequence modeling,” ArXiv, Dec. 2014. [Online]. Available: http://arxiv.org/abs/1412.3555
[42] M. Mansouri and C. Leghris, “A use of fuzzy TOPSIS to improve the network selection in wireless multiaccess environments,” J. Comput. Networks Commun., vol. 2020, pp. 3 408 326:1–3 408 326:12, Jul. 2020.
[43] N. Kiran, C. Yin, and Z. Akram, “AP load balance based handover in software defined wifi systems,” in Proc. of IEEE Int. Conf. Netw. Infrastruct. Digit. Content. (IC-NIDC), Beijing, China, Sep. 2016.
[44] Z. Talukder, S. Islam, D. Mahjabeen, A. Ahmed, S. Rafique, and M. Rashid, “Cell coverage evaluation for lte and wimax in wireless com- munication system,” World Applied Sciences Journal, vol. 22, no. 10, pp. 1486–1491, 2013.

process

docker(182) M1/M2 mac OS
https://qiita.com/kaizen_nagoya/items/9fe283e55b9759f9a10b

bash

$  docker run -v /Users/ogawakiyoshi/llm:/tmp/llm -it ubuntu  /bin/bash
Unable to find image 'ubuntu:latest' locally
latest: Pulling from library/ubuntu
9f23a71f1e31: Pull complete 
Digest: sha256:8a37d68f4f73ebf3d4efafbcf66379bf3728902a8038616808f04e34a9ab63ee
Status: Downloaded newer image for ubuntu:latest
root@53e20b2a892a:/# apt update
Get:1 http://ports.ubuntu.com/ubuntu-ports noble InRelease [256 kB]
Get:2 http://ports.ubuntu.com/ubuntu-ports noble-updates InRelease [126 kB]
Get:3 http://ports.ubuntu.com/ubuntu-ports noble-backports InRelease [126 kB]
Get:4 http://ports.ubuntu.com/ubuntu-ports noble-security InRelease [126 kB]
Get:5 http://ports.ubuntu.com/ubuntu-ports noble/main arm64 Packages [1776 kB]
Get:6 http://ports.ubuntu.com/ubuntu-ports noble/multiverse arm64 Packages [274 kB]
Get:7 http://ports.ubuntu.com/ubuntu-ports noble/universe arm64 Packages [19.0 MB]
Get:8 http://ports.ubuntu.com/ubuntu-ports noble/restricted arm64 Packages [113 kB]                        
Get:9 http://ports.ubuntu.com/ubuntu-ports noble-updates/universe arm64 Packages [454 kB]                  
Get:10 http://ports.ubuntu.com/ubuntu-ports noble-updates/multiverse arm64 Packages [12.2 kB]              
Get:11 http://ports.ubuntu.com/ubuntu-ports noble-updates/main arm64 Packages [587 kB]                     
Get:12 http://ports.ubuntu.com/ubuntu-ports noble-updates/restricted arm64 Packages [357 kB]               
Get:13 http://ports.ubuntu.com/ubuntu-ports noble-backports/universe arm64 Packages [11.5 kB]              
Get:14 http://ports.ubuntu.com/ubuntu-ports noble-security/restricted arm64 Packages [357 kB]              
Get:15 http://ports.ubuntu.com/ubuntu-ports noble-security/main arm64 Packages [398 kB]                    
Get:16 http://ports.ubuntu.com/ubuntu-ports noble-security/multiverse arm64 Packages [12.2 kB]             
Get:17 http://ports.ubuntu.com/ubuntu-ports noble-security/universe arm64 Packages [345 kB]                
Fetched 24.4 MB in 12s (2033 kB/s)                                                                         
Reading package lists... Done
Building dependency tree... Done
Reading state information... Done
29 packages can be upgraded. Run 'apt list --upgradable' to see them.
root@53e20b2a892a:/# apt -y upgrade
Reading package lists... Done
Building dependency tree... Done
Reading state information... Done
Calculating upgrade... Done
The following packages will be upgraded:
  base-files bsdutils dpkg e2fsprogs libblkid1 libbz2-1.0 libc-bin libc6 libcom-err2 libext2fs2t64
  libgnutls30t64 libhogweed6t64 liblz4-1 liblzma5 libmount1 libnettle8t64 libp11-kit0 libseccomp2
  libsmartcols1 libss2 libssl3t64 libsystemd0 libudev1 libuuid1 libzstd1 logsave mount util-linux zlib1g
29 upgraded, 0 newly installed, 0 to remove and 0 not upgraded.
Need to get 11.9 MB of archives.
After this operation, 4096 B of additional disk space will be used.
Get:1 http://ports.ubuntu.com/ubuntu-ports noble-updates/main arm64 libc6 arm64 2.39-0ubuntu8.3 [2776 kB]
Get:2 http://ports.ubuntu.com/ubuntu-ports noble-updates/main arm64 base-files arm64 13ubuntu10.1 [73.3 kB]
Get:3 http://ports.ubuntu.com/ubuntu-ports noble-updates/main arm64 bsdutils arm64 1:2.39.3-9ubuntu6.1 [97.8 kB]
Get:4 http://ports.ubuntu.com/ubuntu-ports noble-updates/main arm64 dpkg arm64 1.22.6ubuntu6.1 [1265 kB]
Get:5 http://ports.ubuntu.com/ubuntu-ports noble-updates/main arm64 util-linux arm64 2.39.3-9ubuntu6.1 [1114 kB]
Get:6 http://ports.ubuntu.com/ubuntu-ports noble-updates/main arm64 libc-bin arm64 2.39-0ubuntu8.3 [631 kB]
Get:7 http://ports.ubuntu.com/ubuntu-ports noble-updates/main arm64 logsave arm64 1.47.0-2.4~exp1ubuntu4.1 [22.3 kB]
Get:8 http://ports.ubuntu.com/ubuntu-ports noble-updates/main arm64 libext2fs2t64 arm64 1.47.0-2.4~exp1ubuntu4.1 [225 kB]
Get:9 http://ports.ubuntu.com/ubuntu-ports noble-updates/main arm64 e2fsprogs arm64 1.47.0-2.4~exp1ubuntu4.1 [594 kB]
Get:10 http://ports.ubuntu.com/ubuntu-ports noble-updates/main arm64 mount arm64 2.39.3-9ubuntu6.1 [116 kB]
Get:11 http://ports.ubuntu.com/ubuntu-ports noble-updates/main arm64 libblkid1 arm64 2.39.3-9ubuntu6.1 [123 kB]
Get:12 http://ports.ubuntu.com/ubuntu-ports noble-updates/main arm64 libbz2-1.0 arm64 1.0.8-5.1build0.1 [35.8 kB]
Get:13 http://ports.ubuntu.com/ubuntu-ports noble-updates/main arm64 liblz4-1 arm64 1.9.4-1build1.1 [64.2 kB]
Get:14 http://ports.ubuntu.com/ubuntu-ports noble-updates/main arm64 liblzma5 arm64 5.6.1+really5.4.5-1build0.1 [125 kB]
Get:15 http://ports.ubuntu.com/ubuntu-ports noble-updates/main arm64 libmount1 arm64 2.39.3-9ubuntu6.1 [133 kB]
Get:16 http://ports.ubuntu.com/ubuntu-ports noble-updates/main arm64 libsmartcols1 arm64 2.39.3-9ubuntu6.1 [64.5 kB]
Get:17 http://ports.ubuntu.com/ubuntu-ports noble-updates/main arm64 libssl3t64 arm64 3.0.13-0ubuntu3.3 [1796 kB]
Get:18 http://ports.ubuntu.com/ubuntu-ports noble-updates/main arm64 libzstd1 arm64 1.5.5+dfsg2-2build1.1 [271 kB]
Get:19 http://ports.ubuntu.com/ubuntu-ports noble-updates/main arm64 libsystemd0 arm64 255.4-1ubuntu8.4 [425 kB]
Get:20 http://ports.ubuntu.com/ubuntu-ports noble-updates/main arm64 libudev1 arm64 255.4-1ubuntu8.4 [173 kB]
Get:21 http://ports.ubuntu.com/ubuntu-ports noble-updates/main arm64 libuuid1 arm64 2.39.3-9ubuntu6.1 [35.5 kB]
Get:22 http://ports.ubuntu.com/ubuntu-ports noble-updates/main arm64 zlib1g arm64 1:1.3.dfsg-3.1ubuntu2.1 [61.7 kB]
Get:23 http://ports.ubuntu.com/ubuntu-ports noble-updates/main arm64 libnettle8t64 arm64 3.9.1-2.2build1.1 [192 kB]
Get:24 http://ports.ubuntu.com/ubuntu-ports noble-updates/main arm64 libhogweed6t64 arm64 3.9.1-2.2build1.1 [199 kB]
Get:25 http://ports.ubuntu.com/ubuntu-ports noble-updates/main arm64 libp11-kit0 arm64 0.25.3-4ubuntu2.1 [276 kB]
Get:26 http://ports.ubuntu.com/ubuntu-ports noble-updates/main arm64 libgnutls30t64 arm64 3.8.3-1.1ubuntu3.2 [936 kB]
Get:27 http://ports.ubuntu.com/ubuntu-ports noble-updates/main arm64 libseccomp2 arm64 2.5.5-1ubuntu3.1 [51.2 kB]
Get:28 http://ports.ubuntu.com/ubuntu-ports noble-updates/main arm64 libcom-err2 arm64 1.47.0-2.4~exp1ubuntu4.1 [22.6 kB]
Get:29 http://ports.ubuntu.com/ubuntu-ports noble-updates/main arm64 libss2 arm64 1.47.0-2.4~exp1ubuntu4.1 [16.5 kB]
Fetched 11.9 MB in 10s (1201 kB/s)                                                                         
debconf: delaying package configuration, since apt-utils is not installed
(Reading database ... 4371 files and directories currently installed.)
Preparing to unpack .../libc6_2.39-0ubuntu8.3_arm64.deb ...
debconf: unable to initialize frontend: Dialog
debconf: (No usable dialog-like program is installed, so the dialog based frontend cannot be used. at /usr/share/perl5/Debconf/FrontEnd/Dialog.pm line 79.)
debconf: falling back to frontend: Readline
debconf: unable to initialize frontend: Readline
debconf: (Can't locate Term/ReadLine.pm in @INC (you may need to install the Term::ReadLine module) (@INC entries checked: /etc/perl /usr/local/lib/aarch64-linux-gnu/perl/5.38.2 /usr/local/share/perl/5.38.2 /usr/lib/aarch64-linux-gnu/perl5/5.38 /usr/share/perl5 /usr/lib/aarch64-linux-gnu/perl-base /usr/lib/aarch64-linux-gnu/perl/5.38 /usr/share/perl/5.38 /usr/local/lib/site_perl) at /usr/share/perl5/Debconf/FrontEnd/Readline.pm line 8.)
debconf: falling back to frontend: Teletype
Unpacking libc6:arm64 (2.39-0ubuntu8.3) over (2.39-0ubuntu8.2) ...
Setting up libc6:arm64 (2.39-0ubuntu8.3) ...
debconf: unable to initialize frontend: Dialog
debconf: (No usable dialog-like program is installed, so the dialog based frontend cannot be used. at /usr/share/perl5/Debconf/FrontEnd/Dialog.pm line 79.)
debconf: falling back to frontend: Readline
debconf: unable to initialize frontend: Readline
debconf: (Can't locate Term/ReadLine.pm in @INC (you may need to install the Term::ReadLine module) (@INC entries checked: /etc/perl /usr/local/lib/aarch64-linux-gnu/perl/5.38.2 /usr/local/share/perl/5.38.2 /usr/lib/aarch64-linux-gnu/perl5/5.38 /usr/share/perl5 /usr/lib/aarch64-linux-gnu/perl-base /usr/lib/aarch64-linux-gnu/perl/5.38 /usr/share/perl/5.38 /usr/local/lib/site_perl) at /usr/share/perl5/Debconf/FrontEnd/Readline.pm line 8.)
debconf: falling back to frontend: Teletype
(Reading database ... 4372 files and directories currently installed.)
Preparing to unpack .../base-files_13ubuntu10.1_arm64.deb ...
Unpacking base-files (13ubuntu10.1) over (13ubuntu10) ...
Setting up base-files (13ubuntu10.1) ...
Installing new version of config file /etc/issue ...
Installing new version of config file /etc/issue.net ...
Installing new version of config file /etc/lsb-release ...
(Reading database ... 4372 files and directories currently installed.)
Preparing to unpack .../bsdutils_1%3a2.39.3-9ubuntu6.1_arm64.deb ...
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wc.awk

# https://qiita.com/kaizen_nagoya/items/8837d94ae7b5ef05be86
{
gsub(/[`'&%$-.,:;!?^*_~=|@\\\#<>(){}0123456789\[\]"]/," ") 
for (i=1;i<=NF;i++) 
count[$i]++ 
} 
END {for (w in count) 
print w,count[w] | "sort -f" 
}

bash

$ tr 'a-z' 'A-Z' < infile > outfile
$ awk -f wc.awk infile > outfile