Strategic Decision-Making Under Uncertainty Through Bilevel Game Theory and Distributionally Robust Optimization

3DGStreaming: Spatial-Heterogeneity-Aware 3-D Gaussian Splatting Compression and Streaming

An Efficient On-Device Federated Learning System Through the Interplay of Client Selection and Batch Size With Watermarked Data

Bayesian Inference-Aided Large Language Model Agents in Infinitely Repeated Games: A Dynamic Network View

Carbon-Aware Scheduling of Thermostatically Controlled Loads: A Bilevel DRCC Approach

Efficient Path Selection Design for Large Scale LEO Satellite Constellations Using Graph Embedding-Based Reinforcement Learning

Gemini+: Enhancing Real-Time Video Analytics with Dual-Image FPGAs

LVMScissor: Split and Schedule Large Vision Model Inference on Mobile Edges via Salp Swarm Algorithm

MetaCloze: a schema-guided automated building metadata model generation system via information extraction

Spatial-Temporal Embodied Carbon Models With Dual Carbon Attribution for Embodied Carbon Accounting of Computer Systems

Spread+: Scalable Model Aggregation in Federated Learning With Non-IID Data

Toward Optimal Broadcast Mode in Offline Finding Network

Towards Fair and Scalable Trial Assignment in Federated Bandits: A Shapley Value Approach

Unimodal Training-Multimodal Prediction: Cross-Modal Federated Learning With Hierarchical Aggregation

Zero-Trust Based Robust Federated Learning Against Betrayal Behaviors

Energy-efficient LLM Training in GPU datacenters with Immersion Cooling Systems

LotusFA: A Federated Analytics System for Federated Learning of Watermarked Data

SRBF-Gaussian: Streaming-Optimized 3D Gaussian Splatting

StoreLLM: Energy Efficient Large Language Model Inference with Permanently Pre-stored Attention Matrices

VVRec: Reconstruction Attacks on DL-based Volumetric Video Upstreaming via Latent Diffusion Model with Gamma Distribution

Weather Foundation Model Enhanced Decentralized Photovoltaic Power Forecasting Through Spatio-temporal Knowledge Distillation

When Zero-Trust Meets Federated Learning

A cluster-based appliance-level-of-use demand response program design

An optimal solutions-guided deep reinforcement learning approach for online energy storage control

Distributionally Robust Federated Learning for Network Traffic Classification With Noisy Labels

DSJA: Distributed Server-Driven Joint Route Scheduling and Streaming Adaptation for Multi-Party Realtime Video Streaming

Federated HD Map Updating Through Overlapping Coalition Formation Game

Federated Shift-Invariant Dictionary Learning Enabled Distributed User Profiling

FewVV: Few-Shot Adaptive Bitrate Volumetric Video Streaming With Prompted Online Adaptation

Joint Server Selection and Handover Design for Satellite-Based Federated Learning Using Mean-Field Evolutionary Approach

Net-Zero Scheduling of Multi-Energy Building Energy Systems: A Learning-Based Robust Optimization Approach with Statistical Guarantees

TrimStream: Adaptive Realtime Video Streaming Through Intelligent Frame Retrospection in Adverse Network Conditions

VSAS: Decision Transformer-Based On-Demand Volumetric Video Streaming With Passive Frame Dropping

Digital Twin for Federated Analytics Applications

AugPlug: An Automated Data Augmentation Model to Enhance Online Building Load Forecasting

Demo Abstract: BuildProg: Program Generation for Testing ML-based Building Load Forecasting models via LLM and Prompt Engineering

Demo Abstract: CarbonReveal: Embodied Carbon Accounting with Retrieval-Augmented LLM for Computer Systems

Federated Analytics-Empowered Frequent Pattern Mining for Decentralized Web 3.0 Applications

Federated Morozov Regularization for Shortcut Learning in Privacy Preserving Learning with Watermarked Image Data

Poster Abstract: Towards Machine Learning-based Model Predictive Control for HVAC Control in Multi-Context Buildings at Scale via Ensemble Learning

Spatial-Temporal Embodied Carbon Models for the Embodied Carbon Accounting of Computer Systems

Towards Photovoltaic System Operation by Data-driven Models: System Deployment and New Insights

An Edge-Side Real-Time Video Analytics System With Dual Computing Resource Control

DNN Surgery: Accelerating DNN Inference on the Edge Through Layer Partitioning

FEAT: A Federated Approach for Privacy-Preserving Network Traffic Classification in Heterogeneous Environments

Federated Analytics Informed Distributed Industrial IoT Learning with Non-IID Data

Friendship Inference in Mobile Social Networks: Exploiting Multi-Source Information With Two-Stage Deep Learning Framework

Graph neural network-based spatio-temporal indoor environment prediction and optimal control for central air-conditioning systems

Graph Transfer Learning via Adversarial Domain Adaptation with Graph Convolution

Large-scale comparison and demonstration of continual learning for adaptive data-driven building energy prediction

Love of Variety Based Latency Analysis for High Definition Map Updating: Age of Information and Distributional Robust Perspectives

Secure Trajectory Publication in Untrusted Environments: A Federated Analytics Approach

A GNN-based Day Ahead Carbon Intensity Forecasting Model for Cross-Border Power Grids

Carbon Emission-Aware Storage Control via Mean Field Game Coordination

Decomposition-based Data Augmentation for Time-series Building Load Data

Gemini: a Real-time Video Analytics System with Dual Computing Resource Control

Ontology Integration for Building Systems and Energy Storage Systems

Pagoda: Privacy Protection for Volumetric Video Streaming through Poisson Diffusion Model

Preva: Protecting Inference Privacy through Policy-based Video-frame Transformation

SJA: Server-driven Joint Adaptation of Loss and Bitrate for Multi-Party Realtime Video Streaming

An Edge Based Data-Driven Chiller Sequencing Framework for HVAC Electricity Consumption Reduction in Commercial Buildings

Federated Analytics: Opportunities and Challenges

Federated Anomaly Analytics for Local Model Poisoning Attack

FEVA: A Federated Video Analytics Architecture for Networked Smart Cameras

Intelligent networking in adversarial environment: challenges and opportunities

Personalized knowledge-aware recommendation with collaborative and attentive graph convolutional networks

A Stackelberg Queuing Model and Analysis for the Emerging Connection-based Pricing in IoT Markets

Behavior testing of load forecasting models using BuildChecks

Blender: Toward Practical Simulation Framework for BLE Neighbor Discovery

Cloze: A Building Metadata Model Generation System based on Information Extraction

Congestion-Aware Modeling and Analysis of Sponsored Data Plan from End User Perspective

Distributionally Robust Federated Learning for Differentially Private Data

EPC: a Video Analytics System with Efficient Edge-side Privacy Control

FedFPM: A Unified Federated Analytics Framework for Collaborative Frequent Pattern Mining

Spread: Decentralized Model Aggregation for Scalable Federated Learning

Towards Joint Loss and Bitrate Adaptation in Realtime Video Streaming

Understanding the willingness to share building data by a social study based on privacy calculus theory

Adversarial training regularization for negative sampling based network embedding

Digital Twin for Federated Analytics Using a Bayesian Approach

Energon: A Data Acquisition System for Portable Building Analytics

An urban mobility model with buildings involved: Bridging theory to practice

Contextual Anomaly Detection in Solder Paste Inspection with Multi-Task Learning

Erratum: On-Edge Multi-Task Transfer Learning: Model and Practice with Data-Driven Task Allocation

FISE: A forwarding table structure for enterprise networks

Understand Love of Variety in Wireless Data Market under Sponsored Data Plans

An attention-based model for conversion rate prediction with delayed feedback via post-click calibration

Distributed machine learning through heterogeneous edge systems

EnergonQL: A Building Independent Acquisitional Query Language for Portable Building Analytics

Towards Federated Learning for HVAC Analytics: A Measurement Study

Communication-Aware Container Placement and Reassignment in Large-Scale Internet Data Centers

High-rise structure monitoring with elevator-assisted wireless sensor networking: design, optimization, and case study

Interference-aware lifetime maximization with joint routing and charging in wireless sensor networks

Toward Edge-Assisted Video Content Intelligent Caching with Long Short-Term Memory Learning

Adversarial training methods for network embedding

Data-driven task allocation for multi-task transfer learning on the edge

DUET: Towards a portable thermal comfort model

Dynamic Adaptive DNN Surgery for Inference Acceleration on the Edge

Metadata-driven task relation discovery for multi-task learning

TDFI: Two-stage Deep Learning Framework for Friendship Inference via Multi-source Information

Variety matters: A new model for the wireless data market under sponsored data plans

STube: An Architecture for IoT Communication Sharing

sTube+: An IoT communication sharing architecture for smart after-sales maintenance in buildings

A domain-Assisted data driven model for thermal comfort prediction in buildings

A Measurement study on multi-path TCP with multiple cellular carriers on high speed rails

Buildings affect mobile patterns: Developing a new urban mobility model

Data driven chiller sequencing for reducing HVAC electricity consumption in commercial buildings

IoT Communication Sharing: Scenarios, Algorithms and Implementation

A Longitudinal Measurement Study of TCP Performance and Behavior in 3G/4G Networks over High Speed Rails

Asynchronous and Selective transmission for dewiring of building management systems

Scale the Internet routing table by generalized next hops of strict partial order

Signal processing and networking for big data applications

A Communication-Aware Container Re-Distribution Approach for High Performance VNFs

A measurement study on Skype voice and video calls in LTE networks on high speed rails

A Hop-by-Hop Routing Mechanism for Green Internet

Analyzing Big Smart Metering Data Towards Differentiated User Services: A Sublinear Approach

Data sweeper: A proactive filtering framework for error-bounded sensor data collection

Joint scheduling of MapReduce jobs with servers: Performance bounds and experiments

Towards Energy-Efficient Routing in Satellite Networks

TDS: Time-dependent sponsored data plan for wireless data traffic market

Tetris: Optimizing cloud resource usage unbalance with elastic VM

Urban traffic prediction through the second use of inexpensive big data from buildings

Wind blows, traffic flows: Green Internet routing under renewable energy

An Approximate Convex Decomposition Protocol for Wireless Sensor Network Localization in Arbitrary-Shaped Fields

Enabling Customer-Provided Resources for Cloud Computing: Potentials, Challenges, and Implementation

Nexthop-Selectable FIB aggregation: An instant approach for internet routing scalability

Optimizing big data processing performance in the public cloud: Opportunities and approaches

SIONA: A service and information oriented network architecture

Temporal knowledge discovery in big BAS data for building energy management

Sublinear Algorithms for Big Data Applications

A measurement study on TCP behaviors in HSPA+ networks on high-speed rails

Sponsored data plan: A two-class service model in wireless data networks

An anti-tracking source-location privacy protection protocol in WSNs based on path extension

Efficient Two Dimensional-IP routing: An incremental deployment design

InCan: In-network cache assisted eNodeB caching mechanism in 4G LTE networks

Source address filtering for large scale networks

An occupant-participatory approach for thermal comfort enhancement and energy conservation in buildings

Online load balancing for MapReduce with skewed data input

Scalable forwarding tables for supporting flexible policies in enterprise networks

Sponsoring content: Motivation and pitfalls for content service providers

Strategy-proof thermal comfort voting in buildings

TCP performance over mobile networks in high-speed mobility scenarios

Time dependent pricing in wireless data networks: Flat-rate vs. usage-based schemes

A study towards applying thermal inertia for energy conservation in rooms

An efficient critical protection scheme for intra-domain routing using link characteristics

On mobile sensor assisted field coverage

STCDG: An efficient data gathering algorithm based on matrix completion for wireless sensor networks

Understanding the external links of video sharing sites: Measurement and analysis

Weighted partial network coding and its applications in wireless mesh networks

Carrying my environment with me: A participatory-sensing approach to enhance thermal comfort

Cloud offloading on customer-provided resources

Hop-by-hop computing for green internet routing

Minimizing building electricity costs in a dynamic power market: Algorithms and impact on energy conservation

On interference-aware provisioning for cloud-based big data processing

A general framework for efficient continuous multidimensional top-κ query processing in sensor networks

Elevator-assisted sensor data collection for structural health monitoring

Minimum protection cost tree: A tunnel-based IP fast reroute scheme

Approximate convex decomposition based localization in wireless sensor networks

EleSense: Elevator-assisted wireless sensor data collection for high-rise structure monitoring

Thermal Inertia: Towards an energy conservation room management system

Traffic-aware relay node deployment: Maximizing lifetime for data collection wireless sensor networks

A study on the characteristics of the data traffic of online social networks

Continuous multi-dimensional top-κ query processing in sensor networks

On the scalability of router forwarding tables: Nexthop-Selectable FIB aggregation

Utilizing elevator for wireless sensor data collection in high-rise structure monitoring

Connectivity-based skeleton extraction in wireless sensor networks

Cooperative coding and caching for streaming data in Multihop wireless networks

Elevator as a mobile sink for high-rise structure monitoring

Mobile filter: Exploring filter migration for error-bounded continuous sensor data collection

Peer-to-peer video-on-demand with scalable video coding

UGC video sharing: Measurement and analysis

A measurement study of external links of YouTube

High quality sensor placement for SHM systems: Refocusing on application demands

IP fast reroute: NotVia with early decapsulation

Towards understanding the external links of video sharing sites: Measurement and analysis

CASE: Connectivity-based skeleton extraction in wireless sensor networks

Delay tolerant event collection for underground coal mine using mobile sinks

Double mobility: Coverage of the sea surface with mobile sensor networks

Selective protection: A cost-efficient backup scheme for link state routing

Traffic-aware relay node deployment for data collection in wireless sensor networks

A dynamic skip list-based overlay for on-demand media streaming with VCR interactions

Partial network coding: Concept, performance, and application for continuous data collection in sensor networks

Mobile filtering for error-bounded data collection in sensor networks

The self-protection problem in wireless sensor networks

Field Coverage using a Hybrid Network of Static and Mobile Sensors

Mobility-assisted sensor networking for field coverage

Partial network coding: Theory and application for continuous sensor data collection

Peer-to-peer asynchronous video streaming using skip list

Self-protection for wireless sensor networks

Variable-base tacit communication: A new energy efficient communication scheme for sensor networks

A layered architecture for delay sensitive sensor networks

Path Protection with Pre-identification for MPLS Networks

Unicast and multicast QoS routing with multiple constraints

An urban mobility model with buildings involved: Bridging theory to practice

Article

Contextual Anomaly Detection in Solder Paste Inspection with Multi-Task Learning

Article

Erratum: On-Edge Multi-Task Transfer Learning: Model and Practice with Data-Driven Task Allocation

Article

FISE: A forwarding table structure for enterprise networks

Article

Understand Love of Variety in Wireless Data Market under Sponsored Data Plans

Article

An attention-based model for conversion rate prediction with delayed feedback via post-click calibration

Conference paper

Distributed machine learning through heterogeneous edge systems

Conference paper

EnergonQL: A Building Independent Acquisitional Query Language for Portable Building Analytics

Conference paper

Towards Federated Learning for HVAC Analytics: A Measurement Study

Conference paper

Communication-Aware Container Placement and Reassignment in Large-Scale Internet Data Centers

Article

High-rise structure monitoring with elevator-assisted wireless sensor networking: design, optimization, and case study

Article

Interference-aware lifetime maximization with joint routing and charging in wireless sensor networks

Article

Toward Edge-Assisted Video Content Intelligent Caching with Long Short-Term Memory Learning

Article

Adversarial training methods for network embedding

Conference paper

Data-driven task allocation for multi-task transfer learning on the edge

Conference paper

DUET: Towards a portable thermal comfort model

Conference paper

Dynamic Adaptive DNN Surgery for Inference Acceleration on the Edge

Conference paper

Metadata-driven task relation discovery for multi-task learning

Conference paper

TDFI: Two-stage Deep Learning Framework for Friendship Inference via Multi-source Information

Conference paper

Variety matters: A new model for the wireless data market under sponsored data plans

Conference paper

STube: An Architecture for IoT Communication Sharing

Article

sTube+: An IoT communication sharing architecture for smart after-sales maintenance in buildings

Article

A domain-Assisted data driven model for thermal comfort prediction in buildings

Conference paper

A Measurement study on multi-path TCP with multiple cellular carriers on high speed rails

Conference paper

Buildings affect mobile patterns: Developing a new urban mobility model

Conference paper

Data driven chiller sequencing for reducing HVAC electricity consumption in commercial buildings

Conference paper

IoT Communication Sharing: Scenarios, Algorithms and Implementation

Conference paper

A Longitudinal Measurement Study of TCP Performance and Behavior in 3G/4G Networks over High Speed Rails

Article

Asynchronous and Selective transmission for dewiring of building management systems

Article

Scale the Internet routing table by generalized next hops of strict partial order

Article

Signal processing and networking for big data applications

Book

A Communication-Aware Container Re-Distribution Approach for High Performance VNFs

Conference paper

A measurement study on Skype voice and video calls in LTE networks on high speed rails

Conference paper

A Hop-by-Hop Routing Mechanism for Green Internet

Article

Analyzing Big Smart Metering Data Towards Differentiated User Services: A Sublinear Approach

Article

Data sweeper: A proactive filtering framework for error-bounded sensor data collection

Article

Joint scheduling of MapReduce jobs with servers: Performance bounds and experiments

Article

Towards Energy-Efficient Routing in Satellite Networks

Article

TDS: Time-dependent sponsored data plan for wireless data traffic market

Conference paper

Tetris: Optimizing cloud resource usage unbalance with elastic VM

Conference paper

Urban traffic prediction through the second use of inexpensive big data from buildings

Conference paper

Wind blows, traffic flows: Green Internet routing under renewable energy

Conference paper

An Approximate Convex Decomposition Protocol for Wireless Sensor Network Localization in Arbitrary-Shaped Fields

Article

Enabling Customer-Provided Resources for Cloud Computing: Potentials, Challenges, and Implementation

Article

Nexthop-Selectable FIB aggregation: An instant approach for internet routing scalability

Article

Optimizing big data processing performance in the public cloud: Opportunities and approaches

Article

SIONA: A service and information oriented network architecture

Article

Temporal knowledge discovery in big BAS data for building energy management

Article

Sublinear Algorithms for Big Data Applications

Book

A measurement study on TCP behaviors in HSPA+ networks on high-speed rails

Conference paper

Sponsored data plan: A two-class service model in wireless data networks

Conference paper

An anti-tracking source-location privacy protection protocol in WSNs based on path extension

Article

Efficient Two Dimensional-IP routing: An incremental deployment design

Article

InCan: In-network cache assisted eNodeB caching mechanism in 4G LTE networks

Article

Source address filtering for large scale networks

Article

An occupant-participatory approach for thermal comfort enhancement and energy conservation in buildings

Conference paper

Online load balancing for MapReduce with skewed data input

Conference paper

Scalable forwarding tables for supporting flexible policies in enterprise networks

Conference paper

Sponsoring content: Motivation and pitfalls for content service providers

Conference paper

Strategy-proof thermal comfort voting in buildings

Conference paper

TCP performance over mobile networks in high-speed mobility scenarios

Conference paper

Time dependent pricing in wireless data networks: Flat-rate vs. usage-based schemes

Conference paper

A study towards applying thermal inertia for energy conservation in rooms

Article

An efficient critical protection scheme for intra-domain routing using link characteristics

Article

On mobile sensor assisted field coverage

Article

STCDG: An efficient data gathering algorithm based on matrix completion for wireless sensor networks

Article

Understanding the external links of video sharing sites: Measurement and analysis

Article

Weighted partial network coding and its applications in wireless mesh networks

Article

Carrying my environment with me: A participatory-sensing approach to enhance thermal comfort

Conference paper

Cloud offloading on customer-provided resources

Conference paper

Hop-by-hop computing for green internet routing

Conference paper

Minimizing building electricity costs in a dynamic power market: Algorithms and impact on energy conservation

Conference paper

On interference-aware provisioning for cloud-based big data processing

Conference paper

A general framework for efficient continuous multidimensional top-κ query processing in sensor networks

Article

Elevator-assisted sensor data collection for structural health monitoring

Article

Minimum protection cost tree: A tunnel-based IP fast reroute scheme

Article

Approximate convex decomposition based localization in wireless sensor networks

Conference paper

EleSense: Elevator-assisted wireless sensor data collection for high-rise structure monitoring

Conference paper

Thermal Inertia: Towards an energy conservation room management system

Conference paper

Traffic-aware relay node deployment: Maximizing lifetime for data collection wireless sensor networks

Article

A study on the characteristics of the data traffic of online social networks

Conference paper

Continuous multi-dimensional top-κ query processing in sensor networks

Conference paper

On the scalability of router forwarding tables: Nexthop-Selectable FIB aggregation

Conference paper

Utilizing elevator for wireless sensor data collection in high-rise structure monitoring

Conference paper

Connectivity-based skeleton extraction in wireless sensor networks

Article

Cooperative coding and caching for streaming data in Multihop wireless networks

Article

Elevator as a mobile sink for high-rise structure monitoring

Article

Mobile filter: Exploring filter migration for error-bounded continuous sensor data collection

Article

Peer-to-peer video-on-demand with scalable video coding

Article

UGC video sharing: Measurement and analysis

Book chapter

A measurement study of external links of YouTube

Conference paper

High quality sensor placement for SHM systems: Refocusing on application demands

Conference paper

IP fast reroute: NotVia with early decapsulation

Conference paper

Towards understanding the external links of video sharing sites: Measurement and analysis

Conference paper

CASE: Connectivity-based skeleton extraction in wireless sensor networks

Conference paper

Delay tolerant event collection for underground coal mine using mobile sinks

Conference paper

Double mobility: Coverage of the sea surface with mobile sensor networks

Conference paper

Selective protection: A cost-efficient backup scheme for link state routing

Conference paper

Traffic-aware relay node deployment for data collection in wireless sensor networks

Conference paper

A dynamic skip list-based overlay for on-demand media streaming with VCR interactions

Article

Partial network coding: Concept, performance, and application for continuous data collection in sensor networks

Article

Mobile filtering for error-bounded data collection in sensor networks

Conference paper

The self-protection problem in wireless sensor networks

Article

Field Coverage using a Hybrid Network of Static and Mobile Sensors

Conference paper

Mobility-assisted sensor networking for field coverage

Conference paper

Partial network coding: Theory and application for continuous sensor data collection

Conference paper

Peer-to-peer asynchronous video streaming using skip list

Conference paper

Self-protection for wireless sensor networks

Conference paper

Variable-base tacit communication: A new energy efficient communication scheme for sensor networks

Conference paper

A layered architecture for delay sensitive sensor networks

Conference paper

Path Protection with Pre-identification for MPLS Networks

Conference paper

Unicast and multicast QoS routing with multiple constraints

Conference paper