Papers

User-Oriented

ABR

• SODA: An Adaptive Bitrate Controller for Consistent High-Quality Video Streaming [SIGCOMM 2024]
• Veritas: Answering Causal Queries from Video Streaming Traces [SIGCOMM 2023]
• Sammy: smoothing video traffic to be a friendly internet neighbor [SIGCOMM 2023]
• Genet: Automatic Curriculum Generation for Learning Adaptation in Networking [SIGCOMM 2022]
• ARTEMIS: Adaptive Bitrate Ladder Optimization for Live Video Streaming [NSDI 2024]
• Learning in situ: a randomized experiment in video streaming [NSDI 2020]
• Rosevin: Employing Resource- and Rate-Adaptive Edge Super-Resolution for Video Streaming [INFOCOM 2024]
• Meta Reinforcement Learning for Rate Adaptation [INFOCOM 2023]
• RDladder: Resolution-Duration Ladder for VBR-encoded Videos via Imitation Learning [INFOCOM 2023]
• Lumos: towards Better Video Streaming QoE through Accurate Throughput Prediction [INFOCOM 2022]
• Adaptive Bitrate with User-level QoE Preference for Video Streaming [INFOCOM 2022]

High-Volume Video

• NeRFHub: A Context-Aware NeRF Serving Framework for Mobile Immersive Applications [MOBISYS 2024]
• Dragonfly: Higher Perceptual Quality For Continuous 360° Video Playback [SIGCOMM 2023]
• Ekho: Synchronizing cloud gaming media across multiple endpoints [SIGCOMM 2023]
• ZGaming: Zero-Latency 3D Cloud Gaming by Image Prediction [SIGCOMM 2023]
• Pudica: Toward Near-Zero Queuing Delay in Congestion Control for Cloud Gaming [NSDI 2024]
• AUGUR: Practical Mobile Multipath Transport Service for Low Tail Latency in Real-Time Streaming [NSDI 2024]
• Habitus: Boosting Mobile Immersive Content Delivery through Full-body Pose Tracking and Multipath Networking [NSDI 2024]
• YuZu: Neural-Enhanced Volumetric Video Streaming [NSDI 2022]
• MuV2: Scaling up Multi-user Mobile Volumetric Video Streaming via Content Hybridization and Sharing [MOBICOM 2024]
• MetaStream: Live Volumetric Content Capture, Creation, Delivery, and Rendering in Real Time [MOBICOM 2023]
• AccuMO: Accuracy-Centric Multitask Offloading in Edge-Assisted Mobile Augmented Reality [MOBICOM 2023]
• Vues: practical mobile volumetric video streaming through multiview transcoding [MOBICOM 2022]
• SalientVR: saliency-driven mobile 360-degree video streaming with gaze information [MOBICOM 2022]
• Flexible high-resolution object detection on edge devices with tunable latency [MOBICOM 2021]
• ViVo: visibility-aware mobile volumetric video streaming [MOBICOM 2020]
• GROOT: a real-time streaming system of high-fidelity volumetric videos [MOBICOM 2020]
• TBSR: Tile-Based 360° Video Streaming with Super-Resolution on Commodity Mobile Devices [INFOCOM 2024]
• Energy-Efficient 360-Degree Video Streaming on Multicore-Based Mobile Devices [INFOCOM 2023]
• OmniSense: Towards Edge-Assisted Online Analytics for 360-Degree Videos [INFOCOM 2023]
• Collaborative Streaming and Super Resolution Adaptation for Mobile Immersive Videos [INFOCOM 2023]
• Robust 360° Video Streaming via Non-Linear Sampling [INFOCOM 2021]
• Motion-Prediction-based Wireless Scheduling for Multi-User Panoramic Video Streaming [INFOCOM 2021]
• Popularity-Aware 360-Degree Video Streaming [INFOCOM 2021]
• ARISE: High-Capacity AR Offloading Inference Serving via Proactive Scheduling [MOBISYS 2024]
• Theia: Gaze-driven and Perception-aware Volumetric Content Delivery for Mixed Reality Headsets [MOBISYS 2024]
• OmniLive: Super-Resolution Enhanced 360° Video Live Streaming for Mobile Devices [MOBISYS 2023]
• AdaptSLAM: Edge-Assisted Adaptive SLAM with Resource Constraints via Uncertainty Minimization [INFOCOM 2023]
• VR Viewport Pose Model for Quantifying and Exploiting Frame Correlations [INFOCOM 2022]
• Map++: Towards User-Participatory Visual SLAM Systems with Efficient Map Expansion and Sharing [MOBICOM 2024]

Classic

• Converge: QoE-driven Multipath Video Conferencing over WebRTC [SIGCOMM 2023]
• CellFusion: Multipath Vehicle-to-Cloud Video Streaming with Network Coding in the Wild [SIGCOMM 2023]
• XRON: A Hybrid Elastic Cloud Overlay Network for Video Conferencing at Planetary Scale [SIGCOMM 2023]
• LiveNet: a low-latency video transport network for large-scale live streaming [SIGCOMM 2022]
• GSO-simulcast: global stream orchestration in simulcast video conferencing systems [SIGCOMM 2022]
• XLINK: QoE-driven multi-path QUIC transport in large-scale video services [SIGCOMM 2021]
• Hairpin: Rethinking Packet Loss Recovery in Edge-based Interactive Video Streaming [NSDI 2024]
• Tambur: Efficient loss recovery for videoconferencing via streaming codes [NSDI 2023]
• Enabling High Quality Real-Time Communications with Adaptive Frame-Rate [NSDI 2023]
• SENSEI: Aligning Video Streaming Quality with Dynamic User Sensitivity [NSDI 2021]
• Venus: Enhancing QoE of Crowdsourced Live Video Streaming by Exploiting Multiflow Viewer Assistance [MOBICOM 2024]
• Chorus: Coordinating Mobile Multipath Scheduling and Adaptive Video Streaming [MOBICOM 2024]
• Elf: accelerate high-resolution mobile deep vision with content-aware parallel offloading [MOBICOM 2021]
• OnRL: improving mobile video telephony via online reinforcement learning [MOBICOM 2020]
• AggDeliv: Aggregating Multiple Wireless Links for Efficient Mobile Live Video Delivery [INFOCOM 2024]
• TileSR: Accelerate On-Device Super-Resolution with Parallel Offloading in Tile Granularity [INFOCOM 2024]
• Who is the Rising Star? Demystifying the Promising Streamers in Crowdsourced Live Streaming
• Cross-Camera Inference on the Constrained Edge [INFOCOM 2023]
• SJA: Server-driven Joint Adaptation of Loss and Bitrate for Multi-Party Realtime Video Streaming [INFOCOM 2023]
• LSync: A Universal Event-synchronizing Solution for Live Streaming [INFOCOM 2022]
• VSiM: Improving QoE Fairness for Video Streaming in Mobile Environments [INFOCOM 2022]
• On Uploading Behavior and Optimizations of a Mobile Live Streaming Service [INFOCOM 2022]
• AMIS: Edge Computing Based Adaptive Mobile Video Streaming [INFOCOM 2021]

Interesting Topic

• Dashlet: Taming Swipe Uncertainty for Robust Short Video Streaming [NSDI 2023]
• DoCam: depth sensing with an optical image stabilization supported RGB camera [MOBICOM 2022]
• MobiDepth: real-time depth estimation using on-device dual cameras [MOBICOM 2022]
• egoDNN: block-grained scaling of deep neural networks for mobile vision [MOBICOM 2021]
• X-Stream: A Flexible, Adaptive Video Transformer for Privacy-Preserving Video Stream Analytics [INFOCOM 2024]
• From Ember to Blaze: Swift Interactive Video Adaptation via Meta-Reinforcement Learning [INFOCOM 2023]
• Rebuffering but not Suffering: Exploring Continuous-Time Quantitative QoE by User’s Exiting Behaviors [INFOCOM 2023]
• EAVS: Edge-assisted Adaptive Video Streaming with Fine-grained Serverless Pipelines [INFOCOM 2023]
• ComAI: Enabling Lightweight, Collaborative Intelligence by Retrofitting Vision DNNs [INFOCOM 2022]
• A Universal Transcoding and Transmission Method for Livecast with Networked Multi-Agent Reinforcement Learning [INFOCOM 2021]
• Practical Optical Camera Communication Behind Unseen and Complex Backgrounds [MOBISYS 2024]

Machine-Oriented

• AdaInf: Data Drift Adaptive Scheduling for Accurate and SLO-guaranteed Multiple-Model Inference Serving at Edge Servers [SIGCOMM 2023]
• PacketGame: Multi-Stream Packet Gating for Concurrent Video Inference at Scale [SIGCOMM 2023]
• Reducto: On-Camera Filtering for Resource-Efficient Real-Time Video Analytics [SIGCOMM 2020]
• Server-Driven Video Streaming for Deep Learning Inference [SIGCOMM 2020]
• MadEye: Boosting Live Video Analytics Accuracy with Adaptive Camera Configurations [NSDI 2024]
• Vulcan: Automatic Query Planning for Live ML Analytics [NSDI 2024]
• RECL: Responsive Resource-Efficient Continuous Learning for Video Analytics [NSDI 2023]
• Boggart: Towards General-Purpose Acceleration of Retrospective Video Analytics [NSDI 2023]
• Gemel: Model Merging for Memory-Efficient, Real-Time Video Analytics at the Edge [NSDI 2023]
• Ekya: Continuous Learning of Video Analytics Models on Edge Compute Servers [NSDI 2022]
• SwarmMap: Scaling Up Real-time Collaborative Visual SLAM at the Edge [NSDI 2022]
• Crucio: End-to-End Coordinated Spatio-Temporal Redundancy Elimination for Fast Video Analytics [INFOCOM 2024]
• Seer: Proactive Revenue-Aware Scheduling for Live Streaming Services in Crowdsourced Cloud-Edge Platforms [INFOCOM 2024]
• VisFlow: Adaptive Content-Aware Video Analytics on Collaborative Cameras [INFOCOM 2024]
• Gecko: Resource-Efficient and Accurate Queries in Real-Time Video Streams at the Edge [INFOCOM 2024]
• BiSwift: Bandwidth Orchestrator for Multi-Stream Video Analytics on Edge [INFOCOM 2024]
• A Multi-Agent View of Wireless Video Streaming with Delayed Client-Feedback [INFOCOM 2024]
• ISAC: In-Switch Approximate Cache for IoT Object Detection and Recognition [INFOCOM 2023]
• Persistent Items Tracking in Large Data Streams Based on Adaptive Sampling [INFOCOM 2022]
• CASVA: Configuration-Adaptive Streaming for Live Video Analytics [INFOCOM 2022]
• Energy-Efficient Trajectory Optimization for Aerial Video Surveillance under QoS Constraints [INFOCOM 2022]
• FlexPatch: Fast and Accurate Object Detection for On-device High-Resolution Live Video Analytics [INFOCOM 2022]
• Learning for Crowdsourcing: Online Dispatch for Video Analytics with Guarantee [INFOCOM 2022]
• Batch Adaptative Streaming for Video Analytics [INFOCOM 2022]
• DNN-Driven Compressive Offloading for Edge-Assisted Semantic Video Segmentation [INFOCOM 2022]
• Learning-based Multi-Drone Network Edge Orchestration for Video Analytics [INFOCOM 2022]
• EdgeDuet: Tiling Small Object Detection for Edge Assisted Autonomous Mobile Vision [INFOCOM 2021]
• SODA: Similar 3D Object Detection Accelerator at Network Edge for Autonomous Driving [INFOCOM 2021]
• Enabling Edge-Cloud Video Analytics for Robotics Applications [INFOCOM 2021]
• AutoML for Video Analytics with Edge Computing [INFOCOM 2021]
• VideoLoc: Video-based Indoor Localization with Text Information [INFOCOM 2021]
• Edge-assisted Online On-device Object Detection for Real-time Video Analytics [INFOCOM 2021]
• Towards Video Streaming Analysis and Sharing for Multi-Device Interaction with Lightweight DNNs [INFOCOM 2021]
• AutoCast: Scalable Infrastructure-less Cooperative Perception for Distributed Collaborative Driving [MOBISYS 2022]
• DeepMix: mobility-aware, lightweight, and hybrid 3D object detection for headsets [MOBISYS 2022]

Neural Video Codec

• AdaStreamer: Machine-Centric High-Accuracy Multi-Video Analytics with Adaptive Neural Codecs [INFOCOM 2024]
• LiFteR: Unleash Learned Codecs in Video Streaming with Loose Frame Referencing [NSDI 2024]
• GRACE: Loss-Resilient Real-Time Video through Neural Codecs [NSDI 2024]
• Swift: Adaptive Video Streaming with Layered Neural Codecs [NSDI 2022]
• AdaStreamer: Machine-Centric High-Accuracy Multi-Video Analytics with Adaptive Neural Codecs [INFOCOM 2024]

Neural Enhanced

• How will Deep Learning Change Internet Video Delivery? [HotNets 2017]
• Neural Adaptive Content-aware Internet Video Delivery (NAS) [OSDI 2018]
• Neural-Enhanced Live Streaming: Improving Live Video Ingest via Online Learning (LiveNAS) [SIGCOMM 2020]
• NEMO: enabling neural-enhanced video streaming on commodity mobile devices (NEMO) [MOBICOM 2020]
• NeuroScaler: neural video enhancement at scale [SIGCOMM 2022]
• AccDecoder: Accelerated Decoding for Neural-enhanced Video Analytics [INFOCOM 2023]
• NeuriCam: Key-Frame Video Super-Resolution and Colorization for IoT Cameras [MOBICOM 2023]
• Collaborative Streaming and Super Resolution Adaptation for Mobile Immersive Videos [INFOCOM 2023]
• Gemino: Practical and Robust Neural Compression for Video Conferencing [NSDI 2024]
• Region-based Content Enhancement for Efficient Video Analytics at the Edge (RengenHence) [NSDI 2024]
• TileSR: Accelerate On-Device Super-Resolution with Parallel Offloading in Tile Granularity [INFOCOM 2024]

General Purpose Framework || Scheduling

• NetLLM: Adapting Large Language Models for Networking [SIGCOMM 2024]
• An Architecture For Edge Networking Services [SIGCOMM 2024]
• Exoshuffle: An Extensible Shuffle Architecture [SIGCOMM 2023]
• Network planning with deep reinforcement learning [SIGCOMM 2021]
• Mistify: Automating DNN Model Porting for On-Device Inference at the Edge [NSDI 2021]
• Elastic Resource Sharing for Distributed Deep Learning [NSDI 2021]
• Batchy: Batch-scheduling Data Flow Graphs with Service-level Objectives [NSDI 2020]
• EdgeTimer: Adaptive Multi-Timescale Scheduling in Mobile Edge Computing with Deep Reinforcement Learning [INFOCOM 2024]
• Emma: Elastic Multi-Resource Management for Realtime Stream Processing [INFOCOM 2024]
• DeepScheduler: Enabling Flow-Aware Scheduling in Time-Sensitive Networking [INFOCOM 2023]
• Joint Task Offloading and Resource Allocation in Heterogeneous Edge Environments [INFOCOM 2023]
• CoActo: CoActive Neural Network Inference Offloading with Fine-grained and Concurrent Execution [MOBISYS 2024]
• LimitNet: Progressive, Content-Aware Image Offloading for Extremely Weak Devices & Networks [MOBISYS 2024]
• TinyNet: a Lightweight, Modular, and Unified Network Architecture for the Internet of Things [MOBISYS 2022]
• CoDL: efficient CPU-GPU co-execution for deep learning inference on mobile devices [MOBISYS 2022]

Better Storage, Better Streaming

• Darwin: Flexible Learning-based CDN Caching [SIGCOMM 2023]
• When Cloud Storage Meets RDMA [NSDI 2021]
• Learning Relaxed Belady for Content Distribution Network Caching [NSDI 2020]
• Pscheduler: QoE-Enhanced MultiPath Scheduler for Video Services in Large-scale Peer-to-Peer CDNs [INFOCOM 2024]
• Smart Data-Driven Proactive Push to Edge Network for User-Generated Videos [INFOCOM 2024]