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Cerar, H. Yetgin, M. Mohor\u010di\u010d, and C. Fortuna, \u201cMachine Learning for Wireless Link Quality Estimation: A Survey,\u201d IEEE Communications Surveys & Tutorials, vol.23, no.2, pp.696-728, Jan. 2021. Early Access. 10.1109\/comst.2021.3053615","DOI":"10.1109\/COMST.2021.3053615"},{"key":"2","doi-asserted-by":"crossref","unstructured":"[2] M.R. Palash and K. Chen, \u201cMPWiFi: Synergizing MPTCP Based Simultaneous Multipath Access and WiFi Network Performance,\u201d IEEE Transactions on Mobile Computing, vol.19, no.1, pp.142-158, 2020. 10.1109\/tmc.2018.2889059","DOI":"10.1109\/TMC.2018.2889059"},{"key":"3","doi-asserted-by":"publisher","unstructured":"[3] Z. Liu, G. Cheung, J. Chakareski, and Y. Ji, \u201cMultiple Description Coding and Recovery of Free Viewpoint Video for Wireless Multi-Path Streaming,\u201d IEEE Journal of Selected Topics in Signal Processing, vol.9, no.1, pp.151-164, 2015. 10.1109\/jstsp.2014.2330332","DOI":"10.1109\/JSTSP.2014.2330332"},{"key":"4","doi-asserted-by":"publisher","unstructured":"[4] F. Song, Z. Ai, Y. Zhou, I. You, K.-K.R. Choo, and H. Zhang, \u201cSmart Collaborative Automation for Receive Buffer Control in Multipath Industrial Networks,\u201d IEEE Transactions on Industrial Informatics, vol.16, no.2, pp.1385-1394, 2020. 10.1109\/tii.2019.2950109","DOI":"10.1109\/TII.2019.2950109"},{"key":"5","doi-asserted-by":"crossref","unstructured":"[5] Z. Liu, M. Dong, H. Zhou, X. Wang, Y. Ji, and Y. Tanaka, \u201cDevice-to-device assisted video frame recovery for picocell edge users in heterogeneous networks,\u201d Proc. 2016 IEEE International Conference on Communications, May 2016. 10.1109\/icc.2016.7511342","DOI":"10.1109\/ICC.2016.7511342"},{"key":"6","doi-asserted-by":"crossref","unstructured":"[6] Y. Cao, D. Yu, L. Zeng, Q. Liu, F. Wu, X. Gui, and M. Huang, \u201cTowards Efficient Parallel Multipathing: A Receiver-Centric Cross-Layer Solution to Aid Multipath TCP,\u201d Proc. IEEE ICPADS, pp.1-8, Dec. 2019. 10.1109\/icpads47876.2019.00117","DOI":"10.1109\/ICPADS47876.2019.00117"},{"key":"7","doi-asserted-by":"publisher","unstructured":"[7] Y. Cao, L. Zeng, Q. Liu, G. Lei, M. Huang, and H. Wang,\u201cReceiver-Assisted Partial-Reliable Multimedia Multipathing Over Multi-Homed Wireless Networks,\u201d IEEE Access, vol.7, pp.177675-177689, 2019. 10.1109\/access.2019.2958986","DOI":"10.1109\/ACCESS.2019.2958986"},{"key":"8","unstructured":"[8] https:\/\/support.apple.com\/lv-lv\/HT201373, accessed Dec. 2020."},{"key":"9","unstructured":"[9] https:\/\/support.huawei.com\/enterprise\/en\/doc\/EDOC1000162776\/e03f3b43\/multipath-connectivity, accessed Jan. 2021."},{"key":"10","unstructured":"[10] https:\/\/www.samsung.com\/uk\/support\/mobile-devices\/what-is-the-download-booster-and-how-do-i-enable-it-on-my-samsung-galaxy-alpha\/, accessed Dec. 2020."},{"key":"11","doi-asserted-by":"crossref","unstructured":"[11] A. Ford, C. Raiciu, M. Handley, and O. Bonaventure, \u201cTCP Extensions for Multipath Operation With Multiple Addresses,\u201d IETF RFC 6824, 2013. 10.17487\/rfc6824","DOI":"10.17487\/rfc6824"},{"key":"12","doi-asserted-by":"crossref","unstructured":"[12] A. Ford, C. Raiciu, M. Handley, O. Bonaventure, and C. Paasch, \u201cTCP Extensions for Multipath Operation with Multiple Addresses,\u201d IETF RFC 8684, 2020. 10.17487\/rfc8684","DOI":"10.17487\/RFC8684"},{"key":"13","doi-asserted-by":"publisher","unstructured":"[13] P. Ignaciuk and M. Morawski, \u201cDiscrete-Time Sliding-Mode Controllers for MPTCP Networks,\u201d IEEE Transactions on Systems, Man, and Cybernetics: Systems, pp.1-11, 2020. Early Access Article. 10.1109\/tsmc.2019.2959630","DOI":"10.1109\/TSMC.2019.2959630"},{"key":"14","doi-asserted-by":"crossref","unstructured":"[14] Y. Zhang, H. Mekky, Z.-L. Zhang, F. Hao, S. Mukherjee, and T.V. Lakshman, \u201cSAMPO: Online subflow association for multipath TCP with partial flow records,\u201d Proc. IEEE INFOCOM, pp.1-9, April 2016. 10.1109\/infocom.2016.7524600","DOI":"10.1109\/INFOCOM.2016.7524600"},{"key":"15","doi-asserted-by":"publisher","unstructured":"[15] K. Xue, J. Han, H. Zhang, K. Chen, and P. Hong, \u201cMigrating Unfairness Among Subflows in MPTCP With Network Coding for Wired-Wireless Networks,\u201d IEEE Transactions on Vehicular Technology, vol.66, no.1, pp.798-809, 2017. 10.1109\/tvt.2016.2543842","DOI":"10.1109\/TVT.2016.2543842"},{"key":"16","doi-asserted-by":"publisher","unstructured":"[16] H. Sinky, B. Hamdaoui, and M. Guizani, \u201cSeamless Handoffs in Wireless HetNets: Transport-Layer Challenges and Multi-Path TCP Solutions with Cross-Layer Awareness,\u201d IEEE Network, vol.33, no.2, pp.195-201, 2019. 10.1109\/mnet.2018.1800017","DOI":"10.1109\/MNET.2018.1800017"},{"key":"17","doi-asserted-by":"crossref","unstructured":"[17] L. Li, K. Xu, T. Li, K. Zheng, C. Peng, D. Wang, X. Wang, M. Shen, and R. Mijumbi, \u201cA measurement study on multi-path TCP with multiple cellular carriers on high speed rails,\u201d Proc. ACM SIGCOMM, pp.161-175, 2018. 10.1145\/3230543.3230556","DOI":"10.1145\/3230543.3230556"},{"key":"18","doi-asserted-by":"crossref","unstructured":"[18] S.K. Saha, S. Aggarwal, R. Pathak, D. Koutsonikolas, and J. Widmer, \u201cMuSher: An Agile Multipath-TCP Scheduler for Dual-Band 802.11ad\/ac Wireless LANs,\u201d Proc. ACM MobiCom, pp.1-16, 2019. 10.1145\/3300061.3345435","DOI":"10.1145\/3300061.3345435"},{"key":"19","doi-asserted-by":"publisher","unstructured":"[19] B.Y.L. Kimura, D.C.S.F. Lima, L.A. Villas, and A.A.F. Loureiro, \u201cInterpath Contention in MultiPath TCP Disjoint Paths,\u201d IEEE\/ACM Transactions on Networking, vol.27, no.4, pp.1387-1400, 2019. 10.1109\/tnet.2019.2923955","DOI":"10.1109\/TNET.2019.2923955"},{"key":"20","doi-asserted-by":"publisher","unstructured":"[20] J. Zhao, J. Liu, H. Wang, C. Xu, W. Gong, and C. Xu, \u201cMeasurement, Analysis, and Enhancement of Multipath TCP Energy Efficiency for Datacenters,\u201d IEEE\/ACM Transactions on Networking, vol.28, no.1, pp.57-70, 2020. 10.1109\/tnet.2019.2950908","DOI":"10.1109\/TNET.2019.2950908"},{"key":"21","doi-asserted-by":"crossref","unstructured":"[21] M. Fukuyama, N. Yamai, S. Ohzahata, and N. Kitagawa, \u201cThroughput Improvement of MPTCP by Selective Bicasting with Cross-Layer Control in Wireless Environment,\u201d Proc. IEEE COMPSAC, pp.204-209, 2018. 10.1109\/compsac.2018.10230","DOI":"10.1109\/COMPSAC.2018.10230"},{"key":"22","doi-asserted-by":"publisher","unstructured":"[22] J. Wu, B. Cheng, M. Wang, and J. Chen, \u201cQuality-Aware Energy Optimization in Wireless Video Communication With Multipath TCP,\u201d IEEE\/ACM Transactions on Networking, vol.25, no.5, pp.2701-2718, 2017. 10.1109\/tnet.2017.2701153","DOI":"10.1109\/TNET.2017.2701153"},{"key":"23","doi-asserted-by":"publisher","unstructured":"[23] J. Wu, R. Tan, and M. Wang, \u201cEnergy-Efficient Multipath TCP for Quality-Guaranteed Video over Heterogeneous Wireless Networks,\u201d IEEE Transactions on Multimedia, vol.21, no.6, pp.1593-1608, 2019. 10.1109\/tmm.2018.2879748","DOI":"10.1109\/TMM.2018.2879748"},{"key":"24","doi-asserted-by":"publisher","unstructured":"[24] Y. Cui, L. Wang, X. Wang, H. Wang, and Y. Wang, \u201cFMTCP: A Fountain Code-Based Multipath Transmission Control Protocol,\u201d IEEE\/ACM Transactions on Networking, vol.23, no.2, pp.465-478, 2015. 10.1109\/tnet.2014.2300140","DOI":"10.1109\/TNET.2014.2300140"},{"key":"25","doi-asserted-by":"publisher","unstructured":"[25] B.Y.L. Kimura, D.C.C.F. Lima, and A.A.F. Loureiro, \u201cPacket Scheduling in Multipath TCP: Fundamentals, Lessons, and Opportunities,\u201d IEEE Systems Journal, vol.15, no.1, pp.1445-1457, 2020. Early Access Article. 10.1109\/jsyst.2020.2965471","DOI":"10.1109\/JSYST.2020.2965471"},{"key":"26","doi-asserted-by":"publisher","unstructured":"[26] K. Xue, J. Han, D. Ni, W. Wei, Y. Cai, Q. Xu, and P. Hong, \u201cDPSAF: Forward Prediction Based Dynamic Packet Scheduling and Adjusting With Feedback for Multipath TCP in Lossy Heterogeneous Networks,\u201d IEEE Transactions on Vehicular Technology, vol.67, no.2, pp.1521-1534, 2018. 10.1109\/tvt.2017.2753398","DOI":"10.1109\/TVT.2017.2753398"},{"key":"27","doi-asserted-by":"publisher","unstructured":"[27] B.Y.L. Kimura, D.C.S.F. Lima, and A.A.F. Loureiro, \u201cAlternative Scheduling Decisions for Multipath TCP,\u201d IEEE Communications Letters, vol.21, no.11, pp.2412-2415, 2017. 10.1109\/lcomm.2017.2740918","DOI":"10.1109\/LCOMM.2017.2740918"},{"key":"28","doi-asserted-by":"crossref","unstructured":"[28] M. Jadin, G. Tihon, O. Pereira, and O. Bonaventure, \u201cSecuring multipath TCP: Design & implementation,\u201d Proc. IEEE INFOCOM, pp.1-9, May 2017. 10.1109\/infocom.2017.8057011","DOI":"10.1109\/INFOCOM.2017.8057011"},{"key":"29","doi-asserted-by":"publisher","unstructured":"[29] Y. Cao, F. Song, Q. Liu, M. Huang, H. Wang, and I. You, \u201cA LDDoS-Aware Energy-Efficient Multipathing Scheme for Mobile Cloud Computing Systems,\u201d IEEE Access, vol.5, pp.21862-21872, 2017. 10.1109\/access.2017.2731899","DOI":"10.1109\/ACCESS.2017.2731899"},{"key":"30","doi-asserted-by":"publisher","unstructured":"[30] G. Noh, H. Park, H. Roh, and W. Lee, \u201cSecure and Lightweight Subflow Establishment of Multipath-TCP,\u201d IEEE Access, vol.7, pp.177438-177448, 2019. 10.1109\/access.2019.2957434","DOI":"10.1109\/ACCESS.2019.2957434"},{"key":"31","doi-asserted-by":"crossref","unstructured":"[31] H.-D.-D. Nguyen, C.-D. Phung, S. Secci, B. Felix, and M. Nogueira, \u201cCan MPTCP secure Internet communications from man-in-the-middle attacks?\u201d Proc. 13th International Conference on Network and Service Management, Nov. 2017. 10.23919\/cnsm.2017.8255970","DOI":"10.23919\/CNSM.2017.8255970"},{"key":"32","doi-asserted-by":"crossref","unstructured":"[32] A. Munir, Z. Qian, Z. Shafiq, A. Liu, and F. Le, \u201cMultipath TCP traffic diversion attacks and countermeasures,\u201d Proc. IEEE ICNP, Oct. 2017. 10.1109\/icnp.2017.8117547","DOI":"10.1109\/ICNP.2017.8117547"},{"key":"33","doi-asserted-by":"publisher","unstructured":"[33] B.-H. Oh and J. Lee, \u201cFeedback-Based Path Failure Detection and Buffer Blocking Protection for MPTCP,\u201d IEEE\/ACM Transactions on Networking, vol.24, no.6, pp.3450-3461, 2016. 10.1109\/tnet.2016.2527759","DOI":"10.1109\/TNET.2016.2527759"},{"key":"34","doi-asserted-by":"crossref","unstructured":"[34] M.Z. Shafiq, F. Le, M. Srivatsa, and A.X. Liu, \u201cCross-path inference attacks on multipath TCP,\u201d Proc. ACM Workshop on Hot Topics in Networks (HotNets), pp.1-7, Nov. 2013. 10.1145\/2535771.2535782","DOI":"10.1145\/2535771.2535782"},{"key":"35","doi-asserted-by":"publisher","unstructured":"[35] C.-D. Phung, B.F. Silva, M. Nogueira, and S. Secci, \u201cMPTCP robustness against large-scale man-in-the-middle attacks,\u201d Computer Networks, vol.164, pp.106896.1-106896.14, Dec. 2019. 10.1016\/j.comnet.2019.106896","DOI":"10.1016\/j.comnet.2019.106896"},{"key":"36","doi-asserted-by":"publisher","unstructured":"[36] Y. Cao, J. Chen, Q. Liu, G. Lei, H. Wang, and I. You, \u201cCan Multipath TCP Be Robust to Cyber Attacks with Incomplete Information?\u201d IEEE Access, vol.8, pp.165872-165883, 2020. 10.1109\/access.2020.3021475","DOI":"10.1109\/ACCESS.2020.3021475"},{"key":"37","doi-asserted-by":"publisher","unstructured":"[37] Y. Cao, M. Collotta, S. Xu, L. Huang, X. Tao, and Z. Zhou, \u201cTowards Adaptive Multipath Managing: A Lightweight Path Management Mechanism to Aid Multi-homed Mobile Computing Devices,\u201d Applied Sciences, vol.10, pp.1-18, 2020. 10.3390\/app10010380","DOI":"10.3390\/app10010380"},{"key":"38","doi-asserted-by":"crossref","unstructured":"[38] Y.-S. Lim, Y.-C. Chen, E.M. Nahum, D. Towsley, and K.-W. Lee, \u201cCross-layer path management in multi-path transport protocol for mobile devices,\u201d Proc. IEEE INFOCOM, pp.1815-1823, 2014. 10.1109\/infocom.2014.6848120","DOI":"10.1109\/INFOCOM.2014.6848120"},{"key":"39","doi-asserted-by":"publisher","unstructured":"[39] C.P. Fu and S.C. Liew, \u201cTCP Veno: TCP Enhancement for Transmission over Wireless Access Networks,\u201d IEEE Journal on Selected Areas in Communications, vol.21, no.2, pp.216-228, 2003. 10.1109\/jsac.2002.807336","DOI":"10.1109\/JSAC.2002.807336"},{"key":"40","doi-asserted-by":"publisher","unstructured":"[40] M. Mathis, J. Semke, J. Mahdavi, and T. Ott, \u201cThe Macroscopic Behavior of the TCP Congestion Avoidance Algorithm,\u201d ACM SIGCOMM Computer Communication Review, vol.27, no.3, pp.67-82, 1997. 10.1145\/263932.264023","DOI":"10.1145\/263932.264023"},{"key":"41","doi-asserted-by":"publisher","unstructured":"[41] J. Padhye, V. Firoiu, D. Towsley, and J. Kurose, \u201cModeling TCP throughput: A Simple Model and Its Empirical Validation,\u201d ACM SIGCOMM Computer Communication Review, vol.28, no.4, pp.303-314, 1998. 10.1145\/285243.285291","DOI":"10.1145\/285243.285291"},{"key":"42","unstructured":"[42] UC Berkeley, LBL, USC\/ISI and Xerox Parc, NS-2 documentation and software, version 2.35."},{"key":"43","unstructured":"[43] Google Code Project, Multipath-TCP: Implement multipath TCP on NS-2, http:\/\/code.google.com\/p\/multipath-tcp\/, accessed: April 2020."}],"container-title":["IEICE Transactions on Information and Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.jstage.jst.go.jp\/article\/transinf\/E104.D\/11\/E104.D_2021NGP0009\/_pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,11,6]],"date-time":"2021-11-06T04:00:51Z","timestamp":1636171251000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.jstage.jst.go.jp\/article\/transinf\/E104.D\/11\/E104.D_2021NGP0009\/_article"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,11,1]]},"references-count":43,"journal-issue":{"issue":"11","published-print":{"date-parts":[[2021]]}},"URL":"https:\/\/doi.org\/10.1587\/transinf.2021ngp0009","relation":{},"ISSN":["0916-8532","1745-1361"],"issn-type":[{"value":"0916-8532","type":"print"},{"value":"1745-1361","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,11,1]]},"article-number":"2021NGP0009"}}