IP Library Granted Patent US 12,550,004
Granted Patent B2
US 12,550,004 · App. 17/358,994 · Granted Feb 10, 2026

Cross-layer and cross-access technology traffic splitting and retransmission mechanisms

Inventors: Menglei Zhang (Portland, OR); Jing Zhu (Portland, OR)
Assignee: Intel Corporation
H04W28/14H04L1/189H04L43/0888H04L47/52H04L47/56H04W24/08
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Quick Facts
Patent No.
US 12,550,004
App. No.
17/358,994
Granted
Feb 10, 2026
Kind
B2
Abstract

The present disclosure is related to Multi-Access Management Services (MAMS), which is a programmable framework that provides mechanisms for the flexible selection of network paths in a multi-access (MX) communication environment, based on an application's needs. The present disclosure discusses dynamic traffic splitting mechanisms, cross-layer and cross access technology traffic splitting mechanisms and retransmission mechanisms, multi-link packet reordering mechanisms, and link-aware packet duplication mechanisms. Generic Multi-Access (GMA) data plane functions are also integrated into the MAMS framework.

Claims (48)

1 . An apparatus for managing traffic multi-access communication in an multi-access communication environment, the apparatus comprising:

memory to store packets in a transmission queue; and

processing circuitry coupled to the memory to:

execute a radio layer comprising a plurality of radio communication interfaces, wherein each radio communication interface of the plurality of radio communication interfaces implements a respective radio access technology (RAT) different than other RATs implemented by other radio communication interfaces of the plurality of radio communication interfaces; and

execute a convergence layer communicatively coupled with the radio layer via a cross-layer interface, wherein the convergence layer comprises a convergence layer entity to:

receive a traffic splitting ratio (TSR) message from the radio layer over the cross-layer interface when a packet for transmission is stored in the transmission queue, wherein the TSR message indicates a change in a transmission queue size (TQS), wherein the TQS is a size of the transmission queue based on a number of packets stored in the transmission queue, and

adjust a TSR based on the TSR message, the TSR defining an amount of data packets that are sent over individual links of a plurality of communication links.

2 . The apparatus of claim 1 , wherein the convergence layer entity is to:

receive the TSR message from a radio layer when the TQS is less than a TQS limit, the TSR message requesting to increase a TSR; and

increase the TSR based on a TSR value after receipt of the TSR message.

3 . The apparatus of claim 2 , wherein the TSR message is a first TSR message, the TQS limit is a first TQS limit, and wherein the convergence layer entity is to:

receive a second TSR message from the radio layer when the TQS is more than the second TQS limit, the second TSR message requesting to decrease the TSR; and

decrease the TSR based on the TSR value after receipt of the second TSR message.

4 . The apparatus of claim 3 , wherein the convergence layer entity is to:

receive a third TSR message from the radio layer when the TQS is more than the first TQS limit and less than the second TQS limit, the third TSR message requesting to maintain the TSR; and

reset the TSR to a previously used TSR after receipt of the third TSR message.

5 . The apparatus of claim 4 , wherein the TQS limit is based on a target queuing delay (TQD) and an estimated throughput of a primary link of the plurality of communication links.

6 . The apparatus of claim 4 , wherein, to decrease the TSR, the convergence layer entity is to:

subtract the TSR value from the TSR during each interval of a set of intervals taking place until another TSR message is received by the convergence layer entity.

7 . The apparatus of claim 6 , wherein, to increase the TSR, the convergence layer entity is to:

add the TSR value to the TSR during each interval of the set of intervals taking place until another TSR message is received by the convergence layer entity.

8 . The apparatus of claim 7 , wherein each interval of the set of intervals is a greater one of an average transmission time interval or a minimum interval to observe a stable input rate.

9 . The apparatus of claim 6 , wherein the convergence layer entity is to:

increase the TSR value by a predefined value when another first TSR message or another second TSR message is received more than a threshold number of intervals after receipt of the third TSR message.

10 . The apparatus of claim 9 , wherein the convergence layer entity is to:

decrease the TSR value by the predefined value when the other first TSR message or the other second TSR message is received with the threshold number of intervals after receipt of the third TSR message.

11 . One or more non-transitory computer-readable media (NTCRM) comprising instructions for operating a convergence layer entity, wherein execution of the instructions by one or more processors of a computing device is to cause the computing device to:

when a packet for transmission is stored in a transmission queue, receive a traffic splitting ratio (TSR) message from a radio layer of the computing device via a cross-layer interface that communicatively couples the radio layer with the convergence layer entity, wherein the TSR message indicates a change in a target queuing delay (TQD) of the packet stored in the transmission queue; and

adjust a TSR based on the TSR message, the TSR defines an amount of data packets that are sent over individual links of a plurality of communication links.

12 . The one or more NTCRM of claim 11 , wherein execution of the instructions is to further cause the computing device to:

receive the TSR message from the radio layer when the queuing delay is less than the TQD, the TSR message requesting to increase a TSR; and

increase the TSR based on a TSR value after receipt of the TSR message.

13 . The one or more NTCRM of claim 12 , wherein the TSR message is a first TSR message, the TQD is a first TQD, and wherein execution of the instructions is to further cause the computing device to:

receive a second TSR message from the radio layer when the queuing delay is more than the second TQD, the second TSR message requesting to decrease the TSR; and

decrease the TSR based on the TSR value after receipt of the second TSR message.

14 . The one or more NTCRM of claim 13 , wherein execution of the instructions is to further cause the computing device to:

receive a third TSR message from the radio layer when the queuing delay is more than the first TQD and less than the second TQD, the third TSR message requesting to maintain the TSR; and

reset the TSR to a previously used TSR after receipt of the third TSR message.

15 . The one or more NTCRM of claim 14 , wherein, to decrease the TSR, execution of the instructions is to further cause the computing device to:

subtract the TSR value from the TSR during each interval of a set of intervals taking place until another TSR message is received by the convergence layer entity.

16 . The one or more NTCRM of claim 15 , wherein, to increase the TSR, execution of the instructions is to further cause the computing device to:

add the TSR value to the TSR during each interval of the set of intervals taking place until another TSR message is received by the convergence layer entity.

17 . The one or more NTCRM of claim 16 , wherein each interval of the set of intervals is a greater one of an average transmission time interval or a minimum interval to observe a stable input rate.

18 . The one or more NTCRM of claim 17 , wherein execution of the instructions is to further cause the computing device to:

increase the TSR value by a predefined value when another first TSR message or another second TSR message is received more than a threshold number of intervals after receipt of the third TSR message.

19 . The one or more NTCRM of claim 18 , wherein execution of the instructions is to further cause the computing device to:

decrease the TSR value by the predefined value when the other first TSR message or the other second TSR message is received with the threshold number of intervals after receipt of the third TSR message.

20 . The one or more NTCRM of claim 16 , wherein the radio layer comprises a plurality of radio communication interfaces, wherein each radio communication interface of the plurality of radio communication interfaces implements a respective radio access technology (RAT) different than other RATs implemented by other radio communication interfaces of the plurality of radio communication interfaces.

Assignments (1)
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Jun 25, 2021
From: ZHANG, MENGLEI; ZHU, JING
To: INTEL CORPORATION
Reel/Frame 056694/0491 →
Continuity (1)
Related Publication 20210400537A1 · Dec 23, 2021
References Cited (158)
US 6957212B2 · Peng · 2005 [cited by applicant]
US 8949501B1 · Akhter et al. · 2015 [cited by applicant]
US 9398121B1 · Brandwine · 2016 [cited by applicant]
US 11785497B2 · Puente Pestaña · 2023 [cited by examiner]
US 20030091054A1 · Futenma · 2003 [cited by applicant]
US 20060168336A1 · Koyanagi · 2006 [cited by applicant]
US 20100202323A1 · Nishida · 2010 [cited by applicant]
US 20130246672A1 · Saputra · 2013 [cited by applicant]
US 20140307593A1 · Zhao et al. · 2014 [cited by applicant]
US 20150029879A1 · Chou et al. · 2015 [cited by applicant]
US 20150078359A1 · Scahill et al. · 2015 [cited by applicant]
US 20150215835A1 · Sirotkin · 2015 [cited by applicant]
US 20160112896A1 · Karampatsis · 2016 [cited by applicant]
US 20160270145A1 · Srinivasa Gopalan et al. · 2016 [cited by applicant]
US 20160381491A1 · Watfa et al. · 2016 [cited by applicant]
US 20170019830A1 · Lindoff et al. · 2017 [cited by applicant]
US 20170093541A1 · Pan et al. · 2017 [cited by applicant]
US 20180018385A1 · Katayama et al. · 2018 [cited by applicant]
US 20180027508A1 · Tanaka · 2018 [cited by applicant]
US 20180077022A1 · Van Oost et al. · 2018 [cited by applicant]
US 20180092085A1 · Shaheen et al. · 2018 [cited by applicant]
US 20180270742A1 · Bergstrom et al. · 2018 [cited by applicant]
US 20190036841A1 · Nolan · 2019 [cited by applicant]
US 20190306749A1 · Bergstrom et al. · 2019 [cited by applicant]
US 20190306752A1 · Lai · 2019 [cited by examiner]
US 20190394833A1 · Talebi Fard et al. · 2019 [cited by applicant]
US 20200045612A1 · Stauffer et al. · 2020 [cited by applicant]
US 20200053018A1 · White et al. · 2020 [cited by applicant]
US 20200178196A1 · Wang et al. · 2020 [cited by applicant]
US 20200229035A1 · Kim · 2020 [cited by examiner]
US 20210051104A1 · He · 2021 [cited by applicant]
US 20210058936A1 · Gordaychik · 2021 [cited by applicant]
US 20210100047A1 · Chiba et al. · 2021 [cited by applicant]
US 20210144590A1 · Li · 2021 [cited by applicant]
US 20210211914A1 · De La Oliva et al. · 2021 [cited by applicant]
US 20210306900A1 · Mehta · 2021 [cited by applicant]
US 20210385865A1 · Mueck · 2021 [cited by applicant]
US 20210400537A1 · Zhang et al. · 2021 [cited by applicant]
US 20210409335A1 · Zhu et al. · 2021 [cited by applicant]
US 20210410010A1 · Salkintzis · 2021 [cited by examiner]
US 20220191733A1 · Ali et al. · 2022 [cited by applicant]
US 20230056442A1 · Ly et al. · 2023 [cited by applicant]
US 20230189368A1 · Zhou · 2023 [cited by applicant]
US 20230276483A1 · Xu et al. · 2023 [cited by applicant]
EP 3414932A1 · 2018 [cited by applicant]
WO WO2015152787A1 · 2015 [cited by applicant]
WO WO2017139699A1 · 2017 [cited by applicant]
WO WO2017189176A2 · 2017 [cited by applicant]
WO WO2019076440A1 · 2019 [cited by applicant]
WO WO2019192528A1 · 2019 [cited by applicant]
WO WO2020232404A1 · 2020 [cited by applicant]
WO WO2021257974A1 · 2021 [cited by applicant]
WO WO2022005917A1 · 2022 [cited by applicant]
WO WO2022005918A1 · 2022 [cited by applicant]
International Preliminary Report on Patentability mailed Oct. 13, 2022 for International Patent Application PCT/US2020/066969, 8 pages. [cited by applicant]
Extended European Search Report issued Jun. 14, 2024 for EP Application No. 21825017.3, 4 pages. [cited by applicant]
Deutsche Bahn AG, “Exemplary Mapping of 3GPP Building Blocks to FRMCS Logical Architecture Draft,” ETSI Draft RT(19)075028r3, ETSI, Dec. 12, 2019, 13 pages. [cited by applicant]
Extended European Search Report mailed Apr. 14, 2023 for European Patent Application No. 22203400.1, 13 pages. [cited by applicant]
Office Action mailed Sep. 18, 2024 for U.S. Appl. No. 17/797,661, 72 pages. [cited by applicant]
G. Dommety, “Key and Sequence Number Extensions to GRE”, Internet Engineering Task Force (IETF) RFC 2890, 7 pages (Sep. 2000). [cited by applicant]
A. Huttunen et al., “UDP Encapsulation of IPsec ESP Packets”, Internet Engineering Task Force (IETF) RFC 3984, 15 pages (Jan. 2005). [cited by applicant]
A. Ford et al., “TCP Extensions for Multipath Operation with Multiple Addresses”, Internet Engineering Task Force (IETF) RFC 6824, 64 pages (Jan. 2013). [cited by applicant]
N. Leymann et al., “Huawei's GRE Tunnel Bonding Protocol”, Internet Engineering Task Force (IETF) RFC 81557, 44 pages (May 2017). [cited by applicant]
S. Kanugovi et al., “Multi-Access Management Services (MAMS)”, Internet Engineering Task Force (IETF) RFC 8743, 143 pages (Mar. 2020). [cited by applicant]
J. Zhu et al., “Generic Multi-Access (GMA) Encapsulation Protocol”, Internet Engineering Task Force (IETF) RFC 9188, 15 pages (Feb. 2022). [cited by applicant]
International Search Report and Written Opinion mailed Apr. 15, 2021 for International Patent Application PCT/US2020/066969, 13 pages. [cited by applicant]
J. Zhu et al., “Generic Multi-Access (GMA) Encapsulation Protocol draft-zhu-intarea-gma-07”, May 14, 2020, 13 pages. [cited by applicant]
S. Kanugovi et al., “RFC 8743: Multi-Access Management Services (MAMS)”, Mar. 2020, 143 pages. [cited by applicant]
International Search Report and Written Opinion mailed Oct. 6, 2021 for International Patent Application No. PCT/US2021/038063, 14 pages. [cited by applicant]
“3GPP; TSG SA; Study on enhanced support of Industrial Internet of Things (IIoT) in 5G System (Release 17)”, 3GPP TR 23.700-20 V0.3.0, Jan. 28, 2020. [cited by applicant]
Han-Chuan Hsieh et al., “5G Virtualized Multi-access Edge Computing Platform for IoT Applications”, In: Journal of Network and Computer Applications 115 (2018) 94-102, May 10, 2018. [cited by applicant]
Sangeetha Bangolae et al., “Performance Study of Fast BSS Transition using IEEE 802.11r”, Proceedings of the 2006 Int'l Conference on Wireless Comm. and Mobile Computing (IWCMC '06), pp. 737-742 (Jul. 3, 2006), https://… [cited by applicant]
“Wi-Fi Roaming Aggressiveness Setting”, Intel Corporation, Article ID 000005546, 2 pages (Oct. 28, 2021). [cited by applicant]
Yordan, “Oppo and vivo announce Dual Wi-Fi for their flagships”, GSMArena.com, 3 pages (Jul. 18, 2019), https://www.gsmarena.com/oppo_vivo_dual_wifi-news-38203.php. [cited by applicant]
Q. De Coninck et al., “Multipath Extensions for QUIC (MP-QUIC)”, IETF, draft-deconinck-quic-multipath-07, 36 pages (May 3, 2021), https://datatracker.ietf.org/doc/html/draft-deconinck-quic-multipath-07. [cited by applicant]
J. Zhu et al., “Generic Multi-Access (GMA) Encapsulation Protocol”, IETF, draft-zhu-intarea-gma-14, 17 pages (Nov. 24, 2021), https://datatracker.ietf.org/doc/html/draft-zhu-intarea-gma-14. [cited by applicant]
J. Zhu et al., “User-Plane Protocols for Multiple Access Management Service”, IETF, draft-zhu-intarea-mams-user-protocol-09, 8 pages (Mar. 4, 2020). [cited by applicant]
“3rd Generation Partnership Project; Technical Specification Group Core Network and Terminals; 5G System; Access Traffic Steering, Switching and Splitting (ATSSS); Stage 3 (Release 17)”, 3GPP TS 24.193 v17.2.0 (Sep. 24,… [cited by applicant]
“3rd Generation Partnership Project; Technical Specification Group Core Network and Terminals; Access Network Discovery and Selection Function (ANDSF) Management Object (MO) (Release 16)”, 3GPP TS 24.312 v16.0.0 (Jul. 9… [cited by applicant]
“3rd Generation Partnership Project; Technical Specification Group Radio Access Network; Evolved Universal Terrestrial Radio Access (E-UTRA); LTE/WLAN Radio Level Integration Using IPsec Tunnel (LWIP) encapsulation; Pro… [cited by applicant]
Office Action mailed Jun. 21, 2024 for U.S. Appl. No. 17/437,711, 96 pages. [cited by applicant]
Notice of Allowance mailed Aug. 2, 2024 for U.S. Appl. No. 17/923,170, 71 pages. [cited by applicant]
Notice of Allowance mailed Aug. 20, 2024 for U.S. Appl. No. 17/469,331, 21 pages. [cited by applicant]
Nikc Mckeown et al., “Tiny Tera: A Packet Switch Core”, IEEE Micro, IEEE Service Center, Los Alamitos, CA, US deel 17, nr.1, (Jan. 1, 1997), 8 pages. [cited by applicant]
S. Kanugovi et al., “Multi-Access Management Services (MAMS)”, rtc8743.txt, Multi-Access Management Services (MAMS); RFC8743.TXT, Internet Engineering Task Force, IETF; Standard, Internei Society (ISOC) 4, Rue Des Falai… [cited by applicant]
Office Action mailed Mar. 6, 2024 for U.S. Appl. No. 17/469,331, 96 pages. [cited by applicant]
Extended European Search Report mailed May 10, 2023 for European Patent Application No. 20806061.6, 11 pages. [cited by applicant]
S. Kanugovi Nokia e al., “Multiple Access Management Services; Draft-Kanugovi-intarea-mams-fraaework-03”, (Feb. 28, 2019), 141 pages. [cited by applicant]
3GPP, “3rd Generation Partnership Project; Technical Specification Group Services and System Aspects; Study on access traffic steering, switch and splitting support in the 5G system architecture (Release 16)”, 3GPP TR 2… [cited by applicant]
International Search Report and Written Opinion mailed Aug. 31, 2020 for International Patent Application No. PCT/US2020/033261, 14 pages. [cited by applicant]
International Preliminary Report on Patentability mailed Nov. 25, 2021 for International Patent Application No. PCT/US2020/033261, 10 pages. [cited by applicant]
“3rd Generation Partnership Project; Technical Specification Group Services and System Aspects; Study on access traffic steering, switch and splitting support in the 5G system architecture (Release 16)”, 3GPP TR 23.793 … [cited by applicant]
S. Kanugovi et al., “Multiple Access Management Services”, draft-kanugovi-intarea-mams-framework-03, Internet Engineering Task Force (IETF), 156 pages (Feb. 28, 2019), https://tools.ietf.org/search/draft-kanugovi-intare… [cited by applicant]
S. Kanugovi et al., Multiple Access Management Services, draft-kanugovi-intarea-mams-framework-04, Internet Engineering Task Force (IETF), 122 pages (May 31, 2019), https://datatracker.ietf.org/doc/html/draft-kanugovi-i… [cited by applicant]
J. Zhu et al., “User-Plane Protocols for Multiple Access Management Service”, draft-zhu-intarea-mams-user-protocol-07, Internet Engineering Task Force (IETF), 14 pages (Apr. 3, 2019), https://datatracker.ietf.org/doc/ht… [cited by applicant]
“3rd Generation Partnership Project; Technical Specification Group Services and System Aspects; System Architecture for the 5G System; Stage 2 (Release 16)”, 3GPP TS 23.501 v16.1.0, 368 pages (Jun. 11, 2019). [cited by applicant]
“3rd Generation Partnership Project; Technical Specification Group Core Network and Terminals; 5G System; Access and Mobility Management Services; Stage 3 (Release 16)”, 3GPP TS 29.518 V16.0.0, 199 pages (Jun. 13, 2019). [cited by applicant]
“Multi-access Edge Computing (MEC); Framework and Reference Architecture”, ETSI GS MEC 003 V2.1.1, 21 pages (Jan. 2019). [cited by applicant]
“Multi-access Edge Computing (MEC); Phase 2: Use Cases and Requirements”, ETSI GS MEC 002 V2.1.1, 66 pages (Oct. 2018). [cited by applicant]
“Mobile Edge Computing(MEC); Bandwidth Management Api”, ETSI GS MEC 015 V1.1.1, 20 pages (Oct. 2017). [cited by applicant]
“3rd Generation Partnership Project; Technical Specification Group Core Network and Terminals; 5G System; Network Exposure Function Northbound APIs; Stage 3 (Release 16)”, 3GPP TS 29.522 V16.0.0, 43 pages (Jun. 18, 2019… [cited by applicant]
“Multi-access Edge Computing (MEC); General principles for MEC Service APIs Disclaimer”, ETSI GS MEC 009 V2.1.1, 64 pages (Jan. 2019). [cited by applicant]
“3rd Generation Partnership Project; Technical Specification Group Services and System Aspects; System Architecture for the 5G System; Stage 2 (Release 16)” 3GPP TS 23.501 v16.0.2, 317 pages (Apr. 1, 2019). [cited by applicant]
“3rd Generation Partnership Project; Technical Specification Group Core Network and Terminals; 5G System; Access and Mobility Management Services; Stage 3 (Release 15)”, 3GPP TS 29.518 V15.3.0, 195 pages (Mar. 24, 2019). [cited by applicant]
“Mobile Edge Computing (MEC); Radio Network Information API”, ETSI GS MEC 012 V1.1.1, 57 pages (Jul. 2017). [cited by applicant]
Nádas et al., “Per Packet Value: A Practical Concept for Network Resource Sharing”, 2016 IEEE Global Communications Conference (Globecom), pp. 1-7 (Dec. 4, 2016). [cited by applicant]
Laki et al., “Take your own share of the PIE”, Proceedings of the Applied Networking Research Workshop, pp. 27-32 (Jul. 15, 2017). [cited by applicant]
Nádas et al., “Towards a congestion control-independent core-stateless AQM”, Proceedings of the Applied Networking Research Workshop, pp. 84-90 (Jul. 16, 2018). [cited by applicant]
Laki et al., “Scalable Per Subscriber QoS with Core-Stateless Scheduling”, ACM SIGCOMM Industrial Demos, 2 pages (2018). [cited by applicant]
Nádas et al., “Stateless resource sharing in networks with multi-layer virtualization”, 2019 IEEE International Conference on Communications (ICC), pp. 1-7 (May 20, 2019). [cited by applicant]
Nádas et al., “Towards core-stateless fairness on multiple timescales”, Proceedings of the Applied Networking Research Workshop, pp. 30-36 (Jul. 22, 2019). [cited by applicant]
Fejes et al., “Decoupling delay and resource sharing targets with efficient core-stateless AQM”, Proceedings of the ACM SIGCOMM 2019 Conference Posters and Demos, pp. 128-130 (Aug. 19, 2019). [cited by applicant]
Fejes et al., “Who will Save the Internet from the Congestion Control Revolution?”, Proceedings of the 2019 Workshop on Buffer Sizing, Stanford University, 6 pages (2019), http://ppv.elte.hu/buffer-sizing/. [cited by applicant]
Fejes et al., “On the Incompatibility of Scalable Congestion Controls over the Internet”, 2020 IFIP Networking Conference (Networking), IEEE, pp. 749-754 (Jun. 22, 2020), http://ppv.elte.hu/scalable-cc-comp/. [cited by applicant]
Nádas et al., A congestion control independent LAS scheduler. InProceedings of the Applied Networking Research Workshop, pp. 45-51 (Jul. 27, 2020). [cited by applicant]
Laki et al., “Core-Stateless Forwarding With QoS Revisited: Decoupling Delay and Bandwidth Requirements”, IEEE/ACM Transactions on Networking 29, No. 2, pp. 503-516 (Dec. 9, 2020). [cited by applicant]
Fejes et al., “A Core-Stateless LAS Scheduler for P4-enabled hardware switches with emulated HQoS”, IEEE Infocom 2021 Demo (Virtual), 2 pages (2021), http://ppv.elte.hu/ic21/. [cited by applicant]
Bemten et al., “Network Calculus: A Comprehensive Guide”, Technical Report No. 201603, 57 pages (Oct. 8, 2016). [cited by applicant]
Charny et al., “Delay Bounds in a Network with Aggregate Scheduling”, International Workshop on Quality of Future Internet Services 2000 (QoFIS'2000), Springer Berlin, Heidelberg, pp. 1-13 (Sep. 25, 2000). [cited by applicant]
Zhu et al., “Generic Multi-Access (GMA) Encapsulation Protocol”, draft-zhu-intarea-gma-07, 13 pages (May 14, 2020). [cited by applicant]
Feng et al., “The BLUE active queue management algorithms”, 19 pages, (Sep. 2002), http://www.researchgate.net/publication/3334841. [cited by applicant]
Mustafa Maad Hamdi et al., “A review on Queue Management Algorithms in Large Networks”, IOP Conference Series: Materials Science and Engineering, vol. 1076, No. 1, p. 012034, 13 pages (Feb. 1, 2021), https://iopscience.… [cited by applicant]
Nichols et al., “Definition of the Differentiated Services Field (DS Field) in the IPV4 and IPV6 Headers”, IETF RFC 2474, 20 pages (Dec. 1998). [cited by applicant]
Ramakrishnan et al., “The Addition of Explicit Congestion Notification (ECN) to IP”, IETF RFC 3168, 63 pages (Sep. 2001). [cited by applicant]
Amante et al., “IPv6 Flow Label Specification”, IETF RFC 6437, 15 pages (Nov. 2011). [cited by applicant]
D. Black, “Relaxing Restrictions on Explicit Congestion Notification (ECN) Experimentation”, IETF RFC 8311, 20 pages (Jan. 2018). [cited by applicant]
G. Fairhurst, “Update to IANA Registration Procedures for Pool 3 Values in the Differentiated Services Field Codepoints (DSCP) Registry”, IETF RFC 8436, 7 pages (Aug. 2018). [cited by applicant]
Zhu et al., “Improving QoE for Skype Video Call in Mobile Broadband Network”, 2012 IEEE Global Communications Conference (Globecom), pp. 1938-1943 (Dec. 3, 2012). [cited by applicant]
International Preliminary Report on Patentability mailed Dec. 29, 2022 for International Patent Application PCT/US2021/038063, 10 pages. [cited by applicant]
International Search Report and Written Opinion mailed Oct. 8, 2021 for International Patent Application No. PCT/US2021/039253, 12 pages. [cited by applicant]
“3rd Generation Partnership Project; Technical Specification Group Services and System Aspects; Study on access traffic steering, switch and splitting support in the 5G system architecture (Release 16)”, 3GPP TR 23.793 … [cited by applicant]
“3rd Generation Partnership Project; Technical Specification Group Services and System Aspects; Study on Access Traffic Steering, Switch and Splitting support in the 5G system architecture Phase 2 (Release 17)”, 3GPP TR… [cited by applicant]
International Preliminary Report on Patentability mailed Jan. 12, 2023 for International Patent Application No. PCT/US2021/039253, 7 pages. [cited by applicant]
International Search Report and Written Opinion mailed Nov. 19, 2021 for International Patent Application No. PCT/US2021/039252, 13 pages. [cited by applicant]
International Preliminary Report on Patentability mailed Jan. 12, 2023 for International Patent Application No. PCT/US2021/039252, 8 pages. [cited by applicant]
U.S. Appl. No. 63/025,086 “Dynamic Traffic Management in Next Generation Multi-Access Management Service Frameworks”, filed May 14, 2020, 78 pages. [cited by applicant]
U.S. Appl. No. 17/922,947 “RAN-Aware Traffic Distribution Rules and RAN Measurements for Enhanced Access Traffic Steering Switching and Splitting”, filed Nov. 2, 2022, 92 pages. [cited by applicant]
U.S. Appl. No. 17/925,430 “ Wireless Local Area Network Enhancements for Access Traffic Steering Switching Splitting”, filed Nov. 15, 2022, 64 pages. [cited by applicant]
“3rd Generation Partnership Project; Technical Specification Group Services and System Aspects; System architecture for the 5G System (5GS); Stage 2 (Release 15)”, 3GPP TS 23.501 V15.9.0 (Mar. 27, 2020), 248 pages. [cited by applicant]
A. Ford et al., “RFC 8684 TCP Extensions for Multipath Operation with Multiple Addresses”: http://tools.ietf.org/html/draft-ietf-mptcp-multiaddressed-09, 6 pages (Mar. 2020). [cited by applicant]
“3rd Generation Partnership Project; Technical Specification Group Services and System Aspects; Management and orchestration; 5G performance measurements (Release 16)”, 3GPP TS 28.552 V16.5.0 (Mar. 27, 2020), 173 pages. [cited by applicant]
“3rd Generation Partnership Project; Technical Specification Group Radio Access Network; Evolved Universal Terrestrial Radio Access (E-UTRA); Layer 2—Measurements (Release 15)”, 3GPP TS 36.314 V15.2.0 (Jan. 11, 2019), 2… [cited by applicant]
“IEEE Standard for Information technology—Telecommunications and information exchange between systems Local and metropolitan area networks—Specific requirements—Part 11: Wireless LAN Medium Access Control (MAC) and Phys… [cited by applicant]
Wi-Fi Alliance, “Wi-Fi Agile Multiband Technical Specification”, Version 1.5, 32 pages (2020). [cited by applicant]
Wi-Fi Alliance, “Optimized Connectivity Specification”, Version 1.1.6, 26 pages (2020). [cited by applicant]
Kanugovi et al., “Control Plane Protocols and Procedures for Multiple Access Management Services”, IETF, draft-zhu-intarea-mams-control-protocol-02 (Jul. 3, 2017), 31 pages. [cited by applicant]
Li et al., “Multipath Transmission for Internet: A Survey”, 39 pages, IEEE Communications Surveys & Tutorials, vol. 18, No. 4, Fourth Quarter 2016, pp. 2887-2925 (Jun. 29, 2016). [cited by applicant]
“TCP Keep-Alives” in Braden, “Requirements for Internet Hosts—Communication Layers”, IETF RFC 1122, section 4.2.3.6, pp. 101-102 (Oct. 1, 1989), 2 pages. [cited by applicant]
Boyd et al., “Convex Optimization”, Cambridge University Press, Cambridge, UK, ISBN: 978-0-521-83378-3, 730 pages (Mar. 2004). [cited by applicant]
“Multi-access Edge Computing (MEC); Radio Network Information API”, ETSI GS MEC 012 V2.1.1, 66 pages (Dec. 2019). [cited by applicant]
Ford et al., “TCP Extensions for Multipath Operation with Multiple Addresses”, Internet Engineering Task Force (IETF), Internet Draft, draft-ietf-mptcp-multiaddressed-09, 62 pages (Jun. 6, 2012), https://datatracker.iet… [cited by applicant]
“Intel® Network Edge Virtualization (NEV) Software Development Kit”, Intel Corp., Intel® Network Edge Virtualization Product Brief, 3 pages (Aug. 16, 2015), https://networkbuilders.intel.com/docs/Intel_Wireless_Product_… [cited by applicant]
“Simplify Application Development for the Network Edge”, Intel Corp., Service Provider NFV, White Paper, 5 pages (Sep. 26, 2018), https://www.intel.com/content/dam/www/public/us/en/documents/white-papers/nev-sdk-white-p… [cited by applicant]
“O-RAN Architecture Description”, O-RAN Alliance, O-RAN-WG1-O-RAN Architecture Description, v01.00.00, 24 pages (Feb. 2020). [cited by applicant]
“O-RAN Working Group 2, AI/ML workflow description and requirements”, O-RAN Alliance, ORAN-WG2.AIML, v01.00, 34 pages (Dec. 2019). [cited by applicant]
Singh et al., “Optimal Traffic Aggregation in Multi-RAT Heterogeneous Wireless Networks”, IEEE ICC2016-Workshops: W09-Workshop on 5G RAN Design, 6 pages (Mar. 7, 2016). [cited by applicant]
Zhu et al., “Generic Multi-Access (GMA) Convergence Encapsulation Protocols”, INTAREA/Network Working Group, Internet Draft, draft-zhu-intarea-gma-04, 10 pages (Sep. 30, 2019), https://datatracker.ietf.org/doc/pdf/draft… [cited by applicant]
Zhu et al., “Generic Multi-Access (GMA) Convergence Encapsulation Protocols”, INTAREA/Network Working Group, Internet Draft, draft-zhu-intarea-gma-05, 12 pages (Dec. 16, 2019), https://datatracker.ietf.org/doc/pdf/draft… [cited by applicant]