Peng Li

Latest

Mell: Memory-Efficient Large Language Model Serving via Multi-GPU KV Cache Management
Amend to Alignment: Decoupled Prompt Tuning for Mitigating Spurious Correlation in Vision-Language Models
Tomtit: Scalable Hierarchical Federated Fine-Tuning for Giant Models
CYCLE: Sustainable Off-Chain Payment Channel Network with Asynchronous Rebalancing
Hare: Exploiting Inter-job and Intra-job Parallelism of Distributed Machine Learning on Heterogeneous GPUs
L4L: Experience-Driven Computational Resource Control in Federated Learning
Scaling Blockchain via Layered Sharding
Pyramid: A Layered Sharding Blockchain System
Petrel: Heterogeneity- aware Distributed Deep Learning via Hybrid Synchronization
Cache-Assisted Content Delivery in Wireless Networks: A New Game Theoretic Models
Big Data Analytics by CrowdLearning: Architecture and Mechanism Design
Cross-Cloud MapReduce for Big Data
Near-Optimal Deployment of Service Chains by Exploiting Correlations Between Network Functions
A Deep Reinforcement Learning Based Offloading Game in Edge Computing
A Learning-Based Incentive Mechanism for Federated Learning
Cost-Efficient Service Provisioning for Mobile Applications in Cloudlet Networks
Learning-Based Network Boolean Tomography for Identifying Congested Links with Correlations
Renewable Energy-Aware Big Data Analytics in Geo-Distributed Data Centers with Reinforcement Learning
Optimal Connected Cruise Control With Arbitrary Communication Delays
Collaboration of Heterogeneous Unmanned Vehicles for Smart Cities
Fast coflow scheduling via traffic compression and stage pipelining in datacenter networks
A Q-Learning Based Framework for Congested Link Identification
Making Big Data Open in Edges: A Resource-Efficient Blockchain-based Approach
Joint workload scheduling and energy management for green data centers powered by fuel cells
Posted pricing for chance constrained robust crowdsensing
Energy Management of Data Centers Powered by Fuel Cells and Heterogeneous Energy Storage
Making Big Data Open in Collaborative Edges: {A} Blockchain-Based Framework with Reduced Resource Requirements
Swallow: Joint Online Scheduling and Coflow Compression in Datacenter Networks
Efficient Trustworthiness Management for Malicious User Detection in Big Data Collection
Top-k Queries for Categorized RFID Systems
Selective Traffic Offloading On the Fly: A Machine Learning Approach
Traffic-aware Task Placement with Guaranteed Job Completion Time for Geo-distributed Big Data
Resilient information management system for disaster situations
Traffic-Aware Geo-Distributed Big Data Analytics with Predictable Job Completion Time
Vehicle-Assist Resilient Information and Network System for Disaster Management
Online Scheduling of Mobile Stations for Disaster Management
A Survey on Energy Internet Communications for Sustainability
Optimization of Deployable Base Stations With Guaranteed QoE in Disaster Scenarios
Stochastic Analysis on the Deactivation-Controlled Epidemic Routing in DTNs with Multiple Sinks
Traffic scheduling for deep packet inspection in software-defined networks
Traffic scheduling for deep packet inspection in software‐defined networks
Software-Defined Data Shuffling for Big Data Jobs with Task Duplication
Cost-Efficient Service Provisioning for Mobile Applications in Cloudlet Networks
Information Management System Used in Network Isolated Environment
A Truthful Double Auction for Device-to-device Communications in Cellular Networks
Trajectory and Data Planning for Mobile Relay to Enable Efficient Internet Access after Disasters
Joint Optimization of Rule Placement and Traffic Engineering for QoS Provisioning in Software Defined Network
Energy Minimization in Multi-Task Software-Defined Sensor Networks
Aggregation on the Fly: Reducing Traffic for Big Data in Cloud
Software-Defined Wireless Mesh Networks: Architecture and Traffic Orchestration
Just-in-Time Code Offloading for Wearable Computing
Energy Minimization for Cellular Network Interfaces with Dynamic Link Quality
Implementation of Demand-Addressable Sensor Network Realizing Demand-Driven Wide-Area Sensing
On-Demand Customizable Wireless Sensor Network
Relay Placement for Latency Minimization in Delay Tolerant Networks
Peng Li