Lin Gu

Orcid: 0000-0002-6525-9334

Affiliations:
  • Huazhong University of Science and Technology, Wuhan, China
  • University of Aizu, Fukushima, Japan (PhD, 2015)


According to our database1, Lin Gu authored at least 93 papers between 2010 and 2024.

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Bibliography

2024
On Efficient Zygote Container Planning and Task Scheduling for Edge Native Application Acceleration.
Proceedings of the IEEE INFOCOM 2024, 2024

CDA-GNN: A Chain-driven Accelerator for Efficient Asynchronous Graph Neural Network.
Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

2023
RACE: An Efficient Redundancy-aware Accelerator for Dynamic Graph Neural Network.
ACM Trans. Archit. Code Optim., December, 2023

Enabling Efficient Spatio-Temporal GPU Sharing for Network Function Virtualization.
IEEE Trans. Computers, October, 2023

GraphTune: An Efficient Dependency-Aware Substrate to Alleviate Irregularity in Concurrent Graph Processing.
ACM Trans. Archit. Code Optim., September, 2023

PASTO: Enabling Secure and Efficient Task Offloading in TrustZone-Enabled Edge Clouds.
IEEE Trans. Veh. Technol., June, 2023

EGraph: Efficient Concurrent GPU-Based Dynamic Graph Processing.
IEEE Trans. Knowl. Data Eng., June, 2023

Personalized Edge Intelligence via Federated Self-Knowledge Distillation.
IEEE Trans. Parallel Distributed Syst., February, 2023

Service Management and Energy Scheduling Toward Low-Carbon Edge Computing.
IEEE Trans. Sustain. Comput., 2023

Container Session Level Traffic Prediction From Network Interface Usage.
IEEE Trans. Sustain. Comput., 2023

On Efficient Packet Batching and Resource Allocation for GPU based NFV Acceleration.
Proceedings of the 31st IEEE/ACM International Symposium on Quality of Service, 2023

CONTC: A Traffic Control System for Container Overlay Networks.
Proceedings of the 31st IEEE/ACM International Symposium on Quality of Service, 2023

Layered Structure Aware Dependent Microservice Placement Toward Cost Efficient Edge Clouds.
Proceedings of the IEEE INFOCOM 2023, 2023

On Efficient Zygote Container Planning toward Fast Function Startup in Serverless Edge Cloud.
Proceedings of the IEEE INFOCOM 2023, 2023

LOPO: An Out-of-order Layer Pulling Orchestration Strategy for Fast Microservice Startup.
Proceedings of the IEEE INFOCOM 2023, 2023

SaGraph: A Similarity-aware Hardware Accelerator for Temporal Graph Processing.
Proceedings of the 60th ACM/IEEE Design Automation Conference, 2023

2022
Efficient and Secure Deep Learning Inference in Trusted Processor Enabled Edge Clouds.
IEEE Trans. Parallel Distributed Syst., 2022

Sensing or Transmission? Stochastic Scheduling of Energy-Harvesting Sensors Toward Zero-Carbon IoT.
IEEE Trans. Green Commun. Netw., 2022

A Structure-Aware Storage Optimization for Out-of-Core Concurrent Graph Processing.
IEEE Trans. Computers, 2022

GGraph: An Efficient Structure-Aware Approach for Iterative Graph Processing.
IEEE Trans. Big Data, 2022

Detection of multipath routing with passive delay measurements: Hypothesis testing approaches.
Trans. Emerg. Telecommun. Technol., 2022

On the Joint Optimization of Function Assignment and Communication Scheduling toward Performance Efficient Serverless Edge Computing.
Proceedings of the 30th IEEE/ACM International Symposium on Quality of Service, 2022

TDGraph: a topology-driven accelerator for high-performance streaming graph processing.
Proceedings of the ISCA '22: The 49th Annual International Symposium on Computer Architecture, New York, New York, USA, June 18, 2022

Layer-aware Collaborative Microservice Deployment toward Maximal Edge Throughput.
Proceedings of the IEEE INFOCOM 2022, 2022

Cost Efficient Service Mesh Controller Placement for Edge Native Computing.
Proceedings of the IEEE Global Communications Conference, 2022

2021
LargeGraph: An Efficient Dependency-Aware GPU-Accelerated Large-Scale Graph Processing.
ACM Trans. Archit. Code Optim., 2021

A Network Calculus Based Delay and Backlog Analysis for Cloud Radio Access Networks.
Mob. Networks Appl., 2021

Gost: Enabling Efficient Spatio-Temporal GPU Sharing for Network Function Virtualization.
Proceedings of the 29th IEEE/ACM International Symposium on Quality of Service, 2021

Exploring Layered Container Structure for Cost Efficient Microservice Deployment.
Proceedings of the 40th IEEE Conference on Computer Communications, 2021

Layer Aware Microservice Placement and Request Scheduling at the Edge.
Proceedings of the 40th IEEE Conference on Computer Communications, 2021

DepGraph: A Dependency-Driven Accelerator for Efficient Iterative Graph Processing.
Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2021

Lasagna: Accelerating Secure Deep Learning Inference in SGX-enabled Edge Cloud.
Proceedings of the SoCC '21: ACM Symposium on Cloud Computing, 2021

2020
Software Defined Systems - Sensing, Communication and Computation
Springer Briefs in Computer Science, Springer, ISBN: 978-3-030-32941-9, 2020

Service Function Chain Deployment and Network Flow Scheduling in Geo-Distributed Data Centers.
IEEE Trans. Netw. Sci. Eng., 2020

AsynGraph: Maximizing Data Parallelism for Efficient Iterative Graph Processing on GPUs.
ACM Trans. Archit. Code Optim., 2020

Reinforcement Learning Empowered IDPS for Vehicular Networks in Edge Computing.
IEEE Netw., 2020

Intelligent VNF Orchestration and Flow Scheduling via Model-Assisted Deep Reinforcement Learning.
IEEE J. Sel. Areas Commun., 2020

Mildip: An energy efficient code offloading framework in mobile cloudlets.
Inf. Sci., 2020

Towards energy efficient service composition in green energy powered Cyber-Physical Fog Systems.
Future Gener. Comput. Syst., 2020

Joint optimization of function mapping and preemptive scheduling for service chains in network function virtualization.
Future Gener. Comput. Syst., 2020

Offloading Federated Learning Task to Edge Computing with Trust Execution Environment.
Proceedings of the 17th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2020

Task Offloading in Trusted Execution Environment empowered Edge Computing.
Proceedings of the 26th IEEE International Conference on Parallel and Distributed Systems, 2020

A Customized Reinforcement Learning based Binary Offloading in Edge Cloud.
Proceedings of the 26th IEEE International Conference on Parallel and Distributed Systems, 2020

A Game-based Network Slicing and Resource Scheduling for Compute First Networking.
Proceedings of the IEEE Global Communications Conference, 2020

2019
Towards Low-Latency Batched Stream Processing by Pre-Scheduling.
IEEE Trans. Parallel Distributed Syst., 2019

CGraph: A Distributed Storage and Processing System for Concurrent Iterative Graph Analysis Jobs.
ACM Trans. Storage, 2019

An MDP-Based Wireless Energy Harvesting Decision Strategy for Mobile Device in Edge Computing.
IEEE Netw., 2019

Resource Management at the Network Edge: A Deep Reinforcement Learning Approach.
IEEE Netw., 2019

When Green Energy Meets Cloud Radio Access Network: Joint Optimization Towards Brown Energy Minimization.
Mob. Networks Appl., 2019

Fairness-Aware Dynamic Rate Control and Flow Scheduling for Network Utility Maximization in Network Service Chain.
IEEE J. Sel. Areas Commun., 2019

An adaptive multi-level caching strategy for Distributed Database System.
Future Gener. Comput. Syst., 2019

Energy efficient task allocation and energy scheduling in green energy powered edge computing.
Future Gener. Comput. Syst., 2019

N-Docker: A NVM-HDD Hybrid Docker Storage Framework to Improve Docker Performance.
Proceedings of the Network and Parallel Computing, 2019

Detection of Multipath Routing with Passive Delay Measurements.
Proceedings of the IEEE INFOCOM 2019, 2019

Deep Reinforcement Learning Based VNF Management in Geo-distributed Edge Computing.
Proceedings of the 39th IEEE International Conference on Distributed Computing Systems, 2019

CNTC: A Container Aware Network Traffic Control Framework.
Proceedings of the Green, Pervasive, and Cloud Computing - 14th International Conference, 2019

DiGraph: An Efficient Path-based Iterative Directed Graph Processing System on Multiple GPUs.
Proceedings of the Twenty-Fourth International Conference on Architectural Support for Programming Languages and Operating Systems, 2019

2018
Energy-Efficient Coordinated Multipoint Scheduling in Green Cloud Radio Access Network.
IEEE Trans. Veh. Technol., 2018

FBSGraph: Accelerating Asynchronous Graph Processing via Forward and Backward Sweeping.
IEEE Trans. Knowl. Data Eng., 2018

Quality-of-sensing aware budget constrained contaminant detection sensor deployment in water distribution system.
J. Netw. Comput. Appl., 2018

CGraph: A Correlations-aware Approach for Efficient Concurrent Iterative Graph Processing.
Proceedings of the 2018 USENIX Annual Technical Conference, 2018

Cost Efficient State-Aware Function Placement and Flow Scheduling for NFV Networks.
Proceedings of the 2018 IEEE SmartWorld, 2018

Stochastic Scheduling Towards Cost Efficient Network Function Virtualization in Edge Cloud.
Proceedings of the 15th Annual IEEE International Conference on Sensing, 2018

Dual-Paradigm Stream Processing.
Proceedings of the 47th International Conference on Parallel Processing, 2018

TurboStream: Towards Low-Latency Data Stream Processing.
Proceedings of the 38th IEEE International Conference on Distributed Computing Systems, 2018

VNF Deployment and Flow Scheduling in Geo-Distributed Data Centers.
Proceedings of the 2018 IEEE International Conference on Communications, 2018

2017
Cost Efficient Resource Management in Fog Computing Supported Medical Cyber-Physical System.
IEEE Trans. Emerg. Top. Comput., 2017

HotGraph: Efficient Asynchronous Processing for Real-World Graphs.
IEEE Trans. Computers, 2017

FRANK: A Fast Node Ranking Approach in Large-Scale Networks.
IEEE Netw., 2017

Take Renewable Energy into CRAN toward Green Wireless Access Networks.
IEEE Netw., 2017

Green C-RAN: A Joint Approach to the Design and Energy Optimization.
Proceedings of the 86th IEEE Vehicular Technology Conference, 2017

Fairness-aware dynamic rate control and flow scheduling for network function virtualization.
Proceedings of the 25th IEEE/ACM International Symposium on Quality of Service, 2017

Dynamic Service Migration via Approximate Markov Decision Process in Mobile Edge-Clouds.
Proceedings of the Internet and Distributed Computing Systems, 2017

Joint Optimization of Virtual Function Migration and Rule Update in Software Defined NFV Networks.
Proceedings of the 2017 IEEE Global Communications Conference, 2017

Minimize Coflow Completion Time via Joint Optimization of Flow Scheduling and Processor Placement.
Proceedings of the 2017 IEEE Global Communications Conference, 2017

Lever: towards low-latency batched stream processing by pre-scheduling.
Proceedings of the 2017 Symposium on Cloud Computing, SoCC 2017, Santa Clara, CA, USA, 2017

2016
On Cost-Efficient Sensor Placement for Contaminant Detection in Water Distribution Systems.
IEEE Trans. Ind. Informatics, 2016

Joint Optimization of Task Scheduling and Image Placement in Fog Computing Supported Software-Defined Embedded System.
IEEE Trans. Computers, 2016

A General Communication Cost Optimization Framework for Big Data Stream Processing in Geo-Distributed Data Centers.
IEEE Trans. Computers, 2016

Communication cost efficient virtualized network function placement for big data processing.
Proceedings of the IEEE Conference on Computer Communications Workshops, 2016

Joint optimization on switch activation and flow routing towards energy efficient software defined data center networks.
Proceedings of the 2016 IEEE International Conference on Communications, 2016

2015
Cloud Networking for Big Data
Wireless Networks, Springer, ISBN: 978-3-319-24720-5, 2015

Optimal Task Placement with QoS Constraints in Geo-Distributed Data Centers Using DVFS.
IEEE Trans. Computers, 2015

Flow setup time aware minimum cost switch-controller association in Software-Defined Networks.
Proceedings of the 11th International Conference on Heterogeneous Networking for Quality, 2015

Joint optimization of VM placement and request distribution for electricity cost cut in geo-distributed data centers.
Proceedings of the International Conference on Computing, Networking and Communications, 2015

On Rule Placement for Multi-path Routing in Software-Defined Networks.
Proceedings of the Collaborative Computing: Networking, Applications, and Worksharing, 2015

2014
Cost Minimization for Big Data Processing in Geo-Distributed Data Centers.
IEEE Trans. Emerg. Top. Comput., 2014

Type-aware task placement in geo-distributed data centers with low OPEX using data center resizing.
Proceedings of the International Conference on Computing, Networking and Communications, 2014

2013
Leverage parking cars in a two-tier data center.
Proceedings of the 2013 IEEE Wireless Communications and Networking Conference (WCNC), 2013

QoS-Aware Task Placement in Geo-distributed Data Centers with Low OPEX Using Dynamic Frequency Scaling.
Proceedings of the 10th IEEE International Conference on High Performance Computing and Communications & 2013 IEEE International Conference on Embedded and Ubiquitous Computing, 2013

Vehicular cloud computing: A survey.
Proceedings of the Workshops Proceedings of the Global Communications Conference, 2013

2012
Intelligent Aspects of AIDA Programming.
Proceedings of the Advanced Research in Applied Artificial Intelligence, 2012

2010
Alternative combination of improved particle swarm and back propagation neural network.
Proceedings of the Sixth International Conference on Natural Computation, 2010


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