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1.
Analysis of network delay causes and mobile terminal characteristics
- The RTT of cross-border transmission is usually the main reason: the common RTT from China mobile terminal to the eastern United States is 180-240ms.- Packet loss and jitter have a more obvious impact on mobile links. A packet loss rate of 1% can significantly increase TCP retransmission delays.
- Mobile operator NAT and short-term handover will cause connection interruption and reconstruction overhead.
- MTU mismatch and ICMP blocking will lead to fragmentation and retransmission, affecting the mobile experience.
- TLS handshake and SNI resolution amplify the first access time under high latency, so 0-RTT or connection multiplexing needs to be considered.
2.
Server and VPS configuration optimization suggestions
- Recommended basic configuration example (for normal Web/API load): 4 vCPU, 8GB RAM, 100Mbps bandwidth, operating system: Ubuntu 22.04 / kernel 5.15+.- Example of TCP kernel parameters (set in /etc/sysctl.conf and sysctl -p): net.ipv4.tcp_congestion_control=bbr; net.core.rmem_max=67108864; net.core.wmem_max=67108864; net.ipv4.tcp_rmem=4096 87380 67108864.
- Enable TCP Fast Open with HTTP/2 or HTTP/3 to reduce the number of handshakes (HTTP/3 performs better on high packet loss links).
- Use SSD and appropriate IO scheduling (noop or deadline) to reduce backend response time and avoid queuing delays caused by I/O.
- Regularly monitor indicators: CPU, memory, socket statistics, netstat/SYN queue, ephemeral port usage, and timely expansion or adjustment.
3.
CDN, Anycast and DNS optimization strategies
- Deploy multi-node CDN to sink static resources to the PoP closest to the mobile terminal to reduce repeated cross-ocean requests.- Adopt GeoDNS or DNS weight scheduling for key APIs, giving priority to nearby nodes to respond to mobile requests.
- Using Anycast Anycast-IP + global load balancing can significantly reduce first-hop delay and packet loss probability.
- Cache strategy: Properly set Cache-Control, shard staticization and Stale-while-revalidate to improve hit rate.
- TLS session reuse and OCSP Stapling reduce TLS delay, which has obvious effects on mobile terminals.

4.
DDoS Defense and Network Reliability Guarantee
- Adopt cloud vendor/professional vendor DDoS protection at the edge, set traffic cleaning thresholds and enable rate limiting.- Limit UDP traffic and set SYN cookies with shorter half-connection timeout for SYN flooding.
- Use the black hole + cleaning center strategy to automatically forward abnormally large traffic to cleaning nodes.
- Deploy multi-availability zones and multi-line redundancy to avoid single-point link interruptions resulting in large areas being unreachable by mobile terminals.
- Regularly drill abnormal traffic switching and IP/ASN-based filtering rule updates.
5.
Real cases and data display before and after optimization
- Case overview: The main website of a Chinese SaaS customer is deployed in us-east-1 in the United States, and mobile users are concentrated in East and South China.- Problem manifestation: Initial users reported that the first screen loaded slowly and the API timed out. Monitoring showed that the average RTT=220ms and the packet loss rate ≈2.8%.
- Optimization measures: launch CDN + Anycast DNS, enable HTTP/3 at the edge, enable BBR in the VPS core and adjust rmem/wmem, and use Cloud DDoS cleaning.
- Optimization results: The user's first screen time is halved, the API success rate is improved, and the packet loss rate is reduced to 0.3%.
- Follow-up suggestions: Continue to observe mobile link jitter and analyze slow call points using APM.
6.
Performance comparison table (key indicators before and after optimization)
| Indicators | Before optimization | After optimization |
|---|---|---|
| Average RTT (ms) | 220 | 95 |
| Packet loss rate (%) | 2.8 | 0.3 |
| First screen time (s) | 4.8 | 2.1 |
| API success rate (%) | 92.1 | 99.3 |
| Concurrent connections/instances | 500 | 1200 |
- Server configuration example (master site after optimization): 4 vCPU / 8GB RAM / 100Mbps, kernel 5.15, BBR enabled, HTTP/3 and TLS1.3 support.
- Conclusion: Combining edge CDN, Anycast DNS, kernel TCP tuning and DDoS protection can significantly improve the mobile-oriented cross-ocean experience, and the data proves that the optimization is effective.
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