Dual Congestion Control for DualConnectivity Sumrate Optimization of

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Dual Congestion Control for Dual-Connectivity: Sum-rate Optimization of TCP Connection Reporter: Zhichao Zou 上海大学

Dual Congestion Control for Dual-Connectivity: Sum-rate Optimization of TCP Connection Reporter: Zhichao Zou 上海大学 Shanghai University

Outline • Motivation • Google BBR • Proportion-based schemes • DCCDC • Conclusion 2

Outline • Motivation • Google BBR • Proportion-based schemes • DCCDC • Conclusion 2

Motivation • Dual-connectivity in LTE/NR – Dense Deployment & Frequent handover – Sum-rate maximizing

Motivation • Dual-connectivity in LTE/NR – Dense Deployment & Frequent handover – Sum-rate maximizing in TCP services – Future multi-RATs 3

Google BBR • TCP/UDP Communication • TCP congestion control – Packet loss based 4

Google BBR • TCP/UDP Communication • TCP congestion control – Packet loss based 4

Google BBR • Packet loss based TCP congestion control – Slow start – Congestion

Google BBR • Packet loss based TCP congestion control – Slow start – Congestion avoidance – Fast retransmit – Fast recovery 5

Google BBR • Packet loss based TCP congestion control – Types of packet loss

Google BBR • Packet loss based TCP congestion control – Types of packet loss – Buffer expansion 6

Google BBR • BBR – BDP = (max BW)*(min RTT) 7

Google BBR • BBR – BDP = (max BW)*(min RTT) 7

Google BBR • BBR 8

Google BBR • BBR 8

Google BBR • BBR – 20 s (10 Mbps 20 Mbps) – 40 s

Google BBR • BBR – 20 s (10 Mbps 20 Mbps) – 40 s (20 Mbps 10 Mbps) 9

Google BBR • BBR – BBR vs Qubic 10

Google BBR • BBR – BBR vs Qubic 10

Proportion-based schemes • Problem description – TCP connection – PDCP dispatcher – Multi-RLCs –

Proportion-based schemes • Problem description – TCP connection – PDCP dispatcher – Multi-RLCs – Key issues • Wireless channel • Packet arrival in disorder 11

Proportion-based schemes • The basic idea – UE disorder – Buffer status – Proportion

Proportion-based schemes • The basic idea – UE disorder – Buffer status – Proportion matching 12

DCCDC • Dual Congestion Control for Dual-Connectivity – PDCP dispatcher provides congestion control for

DCCDC • Dual Congestion Control for Dual-Connectivity – PDCP dispatcher provides congestion control for SBS 13

DCCDC • Assignment mark – Assign packets to SBS – Retransmission for MBS and

DCCDC • Assignment mark – Assign packets to SBS – Retransmission for MBS and SBS • Dual congestion control – TCP congestion control (MBS) – PDCP dispatcher (SBS) 14

DCCDC • PDCP dispatcher congestion control – CWND-like queue • Startup • Retransmission and

DCCDC • PDCP dispatcher congestion control – CWND-like queue • Startup • Retransmission and reassignment – Rate exploration • BW & RTT probe – Input of PDCP dispatcher • ACK • RTT 15

Conclusion • A DCCDC scheme is proposed to design a packet dispatcher for SBS,

Conclusion • A DCCDC scheme is proposed to design a packet dispatcher for SBS, which realize congestion control for extra link • TODO – OAI-based platform – Experiment results 16

Others • DC & CA report • Globecom 2019 17

Others • DC & CA report • Globecom 2019 17

Others • Globecom 2019 Keynote (architecture design) – Connection migration • QUIC – IP

Others • Globecom 2019 Keynote (architecture design) – Connection migration • QUIC – IP networks • IPv 4 IPv 6 – Security • DNS over TLS, DNS over HTTPS • Asymmetric encryption 18

Others The vast Pacific Ocean has ample space for China and the United States.

Others The vast Pacific Ocean has ample space for China and the United States. 19

Thanks 20

Thanks 20