LEO-Related Papers in SIGCOMM 2025¶
Tip
updated on 2025-0911
google上都可以直接搜到, 因此不挨个放链接了 :)
SIGCOMM 2025¶
(1) Enabling Over-the-Air AI for Edge Computing via Metasurface-Driven Physical Neural Networks
有点相关，想看
(2) LeoCC: Making Internet Congestion Control Robust to LEO Satellite Dynamics
必看
(3) Mobile Underwater Backscatter Networking
有点新意，想看
(4) Direct-to-Cell Satellite Network without Satellite Navigation
必看
(5) DeepSpace: Super Resolution Powered Efficient and Reliable Satellite Image Data Acquistion
必看
(6) SaTE: Low-Latency Traffic Engineering for Satellite Networks
必看
(7) Small-scale LEO Satellite Networking for Global-scale Demands
必看
(8) StarCDN: Moving Content Delivery Networks to Space
必看
SIGCOMM 2025 - Workshop: LEONET¶
Session 1: LEO Internet for All
(1) Optimising LEO Gateway Placement for the People
(2) Simulation and Comparison of Vehicle Satellite Connectivity under a 3D Foliage Environment: Starlink and OneWeb
Session 2: Improving Internet-from-Space
(1) The Internet from Space, Reimagined: Leveraging Altitude for Efficient Global Coverage
(2) A Distributed Data Store in Orbit
Session 3: Performance Characterization & Measurements
(1) FjordLink – Comparison of Starlink and 5G Networks for Tele-operated Vessel Control
(2) Better Fill Up Your Pipe – Revisiting Starlink's Burst Characterization
(3) A Detailed Characterization of Starlink One-way Delay
Session 4: Experimentation & Monitoring Platforms
(1) How LLM Saved Me from Struggling with Experiment Reproduction: LEO Networking as A Case Study
(2) MOSAIC: Piecing Together 5G and LEOs for NTN Integration Experimentation
Session 5: Resilience of LEO Internet
(1) Towards Global Outage Detection for LEO Networks
(2) An investigation of Starlink's performance during the May '24 solar superstorm
(3) A Deep Dive into the Impact of Solar Storms on LEO Satellite Networks
Summary
SIGCOMM25:
| 论文 | 核心 | 推荐系数 | 亮点与评价 |
|---|---|---|---|
| LeoCC | 基于 reconfig 信息进行CC | 5 | RI rather than RTT 的设计太巧妙了! |
| SN2 | 手机直连卫星, 不要MEO提供的精确地理信息, 直接LEO进行 导航+通信 | 5 | 利用"容许范围"来relax地理/信号的设计很巧妙, 回归本质 |
| DeepSpace | 高性能压缩图像与还原, SR + MoE | 2 | 超分辨率SR + MoE分区根据特征还原, 想法很简单粗暴, 实验感觉有点黑魔法 |
| StarCDN | 映射关系高速变化下的CDN: 一致性哈希-tag + RelayFetching-逆向流动 | 3 | 附赠了一个traffic generator, 积累一下; 想法依旧简单粗暴, 实验也是继续黑魔法路线 |
| TinyLEO | 基于SDN的思想, 重构LEO星座 | 5 | 非常好的文章, SDN for LEO, 后续可以在dSDN中找找灵感? |
| SaTE | GNN-based TE不再需要DNN就可以正常工作, 同时给出了2个剪枝 | 4 | 核心思想 "传统的优化问题 可以转换成 推理过程"; 缺点: 代码怎么还不开源? |
| MetaAI | 数据传输和神经网络处理实现同步 | TBD | 真物理, 关联不大, 没细看 |
| UWNet | 构建水下网络 | TBD | 真物理, 关联不大, 没细看 |
SIGCOMM-LEONET25:
| 论文 | 核心 | 推荐系数 | 亮点与评价 |
|---|---|---|---|
| 3Denv | 考虑植被遮挡的LEO网络仿真器 | 1 | 记一下, 积累一些: OMNeT++ + sgp4 |
| EGC | MEO优于LEO的可能性分析 | 2 | 可能是一个方向? 不太看好, 但不排除可能性 |
| FilledPipe | 用UDP测量throughput | 2 | 积累一些: LeoScope + SpeedTest CLI |
| FjordLink | 在潮汐/海浪影响下的StarLink测量 | 2 | 积累这个数据集, 未来或许需要 |
| GWPlacement | PoP地理分布与地址选择 | 3 | 没给出具体做法, 相当于survey. 积累一些: World Population + Py GeoPandas + Starlink Gateway/PoP + PeeringDB - IXPs + StarLink Ground Station Map |
| InOrbitStore | 通过持续流动的方式来“存储”数据 | 4 | "轨道距离的建模"可借鉴, "小量持续流动以实现存储"的idea很有新意 |
| Laser | LLM帮助LSN实验复现 | 4 | 很有新意, idea来源于当前LLM实验复现的其他应用; 看了一下仓库, 感觉代码质量有待提升...; 提供了不少仿真器仓库, 可积累 |
| May24 | 太阳风暴对LEO网络性能的影响 | 1 | 应该是扩展自 IMC'24 CosmicDance, 不太感兴趣; 积累一下: RIPE Atlas - 全球网络数据实时测量 |
| MOSAIC | 5G TN/NTN集成仿真器 | 5 | 积累: 汇总好的LEO仿真器(Xeoverse / OpenSN / celestial / ns-3-leo / starlink_unity) + 地面移动网络模拟器(Open5GCore / OpenAirInterface) |
| One-way Delay | 细致测算单向delay | 2 | 积累一些: nanoping + nanoprobe |
| Roman-HitchHiking | 全球LEO网络中断测量系统 | 3 | 积累一些: LEO 测试系统(LEOScope Testbed / Google M-Lab) + 工业界网络测量/故障检测(Cisco - ThousandEyes / Cloudflare Radar / DownDetector / IODA) |
| Solar Storms | 太阳风暴对LEO的影响 | 1 | 跟上面may24差不多, 不感兴趣... |