Alternative combination of improved particle swarm and back propagation neural network. - Jiangbin Wu; Ji Chen; Lin Gu 002 (ICNC, 2010)

Intelligent Aspects of AIDA Programming. - Yutaka Watanobe; Lin Gu 002; Nikolay N. Mirenkov (IEA/AIE, 2012)

Vehicular cloud computing: A survey. - Lin Gu 002; Deze Zeng; Song Guo 001 (GLOBECOM Workshops, 2013)

QoS-Aware Task Placement in Geo-distributed Data Centers with Low OPEX Using Dynamic Frequency Scaling. - Lin Gu 002; Deze Zeng; Song Guo 001 (HPCC/EUC, 2013)

Leverage parking cars in a two-tier data center. - Lin Gu 002; Deze Zeng; Song Guo 001; Baoliu Ye (WCNC, 2013)

Type-aware task placement in geo-distributed data centers with low OPEX using data center resizing. - Lin Gu 002; Deze Zeng; Song Guo 001; Shui Yu 001 (ICNC, 2014)

Cost Minimization for Big Data Processing in Geo-Distributed Data Centers. - Lin Gu 002; Deze Zeng; Peng Li 017; Song Guo 001 (IEEE Trans. Emerg. Top. Comput., 2014)

On Rule Placement for Multi-path Routing in Software-Defined Networks. - Jie Zhang 076; Deze Zeng; Lin Gu 002; Hong Yao; Yuanyuan Fan (CollaborateCom, 2015)

Joint optimization of VM placement and request distribution for electricity cost cut in geo-distributed data centers. - Lin Gu 002; Deze Zeng; Song Guo 001; Baoliu Ye (ICNC, 2015)

Flow setup time aware minimum cost switch-controller association in Software-Defined Networks. - Deze Zeng; Chao Teng; Lin Gu 002; Hong Yao; Qingzhong Liang (QSHINE, 2015)

Optimal Task Placement with QoS Constraints in Geo-Distributed Data Centers Using DVFS. - Lin Gu 002; Deze Zeng; Ahmed Barnawi; Song Guo 001; Ivan Stojmenovic (IEEE Trans. Computers, 2015)

Cloud Networking for Big Data - Deze Zeng; Lin Gu 002; Song Guo 001 (Springer, 2015)

Joint optimization on switch activation and flow routing towards energy efficient software defined data center networks. - Deze Zeng; Guang Yang; Lin Gu 002; Song Guo 001; Hong Yao (ICC, 2016)

Communication cost efficient virtualized network function placement for big data processing. - Lin Gu 002; Sheng Tao; Deze Zeng; Hai Jin 001 (INFOCOM Workshops, 2016)

A General Communication Cost Optimization Framework for Big Data Stream Processing in Geo-Distributed Data Centers. - Lin Gu 002; Deze Zeng; Song Guo 001; Yong Xiang 001; Jiankun Hu (IEEE Trans. Computers, 2016)

Joint Optimization of Task Scheduling and Image Placement in Fog Computing Supported Software-Defined Embedded System. - Deze Zeng; Lin Gu 002; Song Guo 001; Zixue Cheng; Shui Yu 001 (IEEE Trans. Computers, 2016)

On Cost-Efficient Sensor Placement for Contaminant Detection in Water Distribution Systems. - Deze Zeng; Lin Gu 002; Lu Lian; Song Guo 001; Hong Yao; Jiankun Hu (IEEE Trans. Ind. Informatics, 2016)

Lever: towards low-latency batched stream processing by pre-scheduling. - Fei Chen; Song Wu 001; Hai Jin 001; Yin Yao; Zhiyi Liu; Lin Gu 002; Yongluan Zhou (SoCC, 2017)

Minimize Coflow Completion Time via Joint Optimization of Flow Scheduling and Processor Placement. - Deze Zeng; Jie Zhang 076; Lin Gu 002; Peng Li 017; Hong Yao (GLOBECOM, 2017)

Joint Optimization of Virtual Function Migration and Rule Update in Software Defined NFV Networks. - Jie Zhang 076; Deze Zeng; Lin Gu 002; Hong Yao; Muzhou Xiong (GLOBECOM, 2017)

Dynamic Service Migration via Approximate Markov Decision Process in Mobile Edge-Clouds. - Zhuoling Chen; Hong Yao; Lin Gu 002; Deze Zeng; Kun Zheng (IDCS, 2017)

Fairness-aware dynamic rate control and flow scheduling for network function virtualization. - Sheng Tao; Lin Gu 002; Deze Zeng; Hai Jin 001; Kan Hu (IWQoS, 2017)

Green C-RAN: A Joint Approach to the Design and Energy Optimization. - Song Guo 001; Deze Zeng; Lin Gu 002 (VTC Fall, 2017)

Take Renewable Energy into CRAN toward Green Wireless Access Networks. - Deze Zeng; Jie Zhang 076; Song Guo 001; Lin Gu 002; Kun Wang 005 (IEEE Netw., 2017)

FRANK: A Fast Node Ranking Approach in Large-Scale Networks. - Yu Zhang 027; Lin Gu 002; Xiaofei Liao; Hai Jin 001; Deze Zeng; Bing Bing Zhou (IEEE Netw., 2017)

HotGraph: Efficient Asynchronous Processing for Real-World Graphs. - Yu Zhang 027; Xiaofei Liao; Hai Jin 001; Lin Gu 002; Guang Tan; Bing Bing Zhou (IEEE Trans. Computers, 2017)

Cost Efficient Resource Management in Fog Computing Supported Medical Cyber-Physical System. - Lin Gu 002; Deze Zeng; Song Guo 001; Ahmed Barnawi; Yong Xiang 001 (IEEE Trans. Emerg. Top. Comput., 2017)

VNF Deployment and Flow Scheduling in Geo-Distributed Data Centers. - Lin Gu 002; Xiaoxiao Chen; Hai Jin 001; Feng Lu 003 (ICC, 2018)

TurboStream: Towards Low-Latency Data Stream Processing. - Song Wu 001; Mi Liu; Shadi Ibrahim; Hai Jin 001; Lin Gu 002; Fei Chen; Zhiyi Liu (ICDCS, 2018)

Dual-Paradigm Stream Processing. - Song Wu 001; Zhiyi Liu; Shadi Ibrahim; Lin Gu 002; Hai Jin 001; Fei Chen (ICPP, 2018)

Stochastic Scheduling Towards Cost Efficient Network Function Virtualization in Edge Cloud. - Deze Zeng; Jie Zhang 076; Lin Gu 002; Song Guo 001 (SECON, 2018)

Cost Efficient State-Aware Function Placement and Flow Scheduling for NFV Networks. - Deze Zeng; Lin Gu 002; Yunsong Chen; Shengli Pan 001; Zhuzhong Qian (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI, 2018)

CGraph: A Correlations-aware Approach for Efficient Concurrent Iterative Graph Processing. - Yu Zhang 027; Xiaofei Liao; Hai Jin 001; Lin Gu 002; Ligang He; Bingsheng He; Haikun Liu (USENIX ATC, 2018)

Quality-of-sensing aware budget constrained contaminant detection sensor deployment in water distribution system. - Deze Zeng; Shiyan Zhang; Lin Gu 002; Shui Yu 001; Zhangjie Fu (J. Netw. Comput. Appl., 2018)

FBSGraph: Accelerating Asynchronous Graph Processing via Forward and Backward Sweeping. - Yu Zhang 027; Xiaofei Liao; Hai Jin 001; Lin Gu 002; Bing Bing Zhou (IEEE Trans. Knowl. Data Eng., 2018)

Energy-Efficient Coordinated Multipoint Scheduling in Green Cloud Radio Access Network. - Deze Zeng; Jie Zhang 076; Lin Gu 002; Song Guo 001; Jiangtao Luo (IEEE Trans. Veh. Technol., 2018)

DiGraph: An Efficient Path-based Iterative Directed Graph Processing System on Multiple GPUs. - Yu Zhang 027; Xiaofei Liao; Hai Jin 001; Bingsheng He; Haikun Liu; Lin Gu 002 (ASPLOS, 2019)

CNTC: A Container Aware Network Traffic Control Framework. - Lin Gu 002; Junjian Guan; Song Wu 001; Hai Jin 001; Jia Rao; Kun Suo; Deze Zeng (GPC, 2019)

Deep Reinforcement Learning Based VNF Management in Geo-distributed Edge Computing. - Lin Gu 002; Deze Zeng; Wei Li 058; Song Guo 001; Albert Y. Zomaya; Hai Jin 001 (ICDCS, 2019)

Detection of Multipath Routing with Passive Delay Measurements. - Shengli Pan 001; Yan Wang 083; Muzhou Xiong; Lin Gu 002; Guangmin Hu (INFOCOM Workshops, 2019)

N-Docker: A NVM-HDD Hybrid Docker Storage Framework to Improve Docker Performance. - Lin Gu 002; Qizhi Tang; Song Wu 001; Hai Jin 001; Yingxi Zhang; Guoqiang Shi; Tingyu Lin 001; Jia Rao (NPC, 2019)

Energy efficient task allocation and energy scheduling in green energy powered edge computing. - Lin Gu 002; Jingjing Cai; Deze Zeng; Yu Zhang 027; Hai Jin 001; Weiqi Dai (Future Gener. Comput. Syst., 2019)

An adaptive multi-level caching strategy for Distributed Database System. - Feng Lu 003; Ziqian Shi; Lin Gu 002; Hai Jin 001; Laurence Tianruo Yang (Future Gener. Comput. Syst., 2019)

Fairness-Aware Dynamic Rate Control and Flow Scheduling for Network Utility Maximization in Network Service Chain. - Lin Gu 002; Deze Zeng; Sheng Tao; Song Guo 001; Hai Jin 001; Albert Y. Zomaya; Weihua Zhuang (IEEE J. Sel. Areas Commun., 2019)

When Green Energy Meets Cloud Radio Access Network: Joint Optimization Towards Brown Energy Minimization. - Song Guo 001; Deze Zeng; Lin Gu 002; Jiangtao Luo (Mob. Networks Appl., 2019)

Resource Management at the Network Edge: A Deep Reinforcement Learning Approach. - Deze Zeng; Lin Gu 002; Shengli Pan 001; Jingjing Cai; Song Guo 001 (IEEE Netw., 2019)

An MDP-Based Wireless Energy Harvesting Decision Strategy for Mobile Device in Edge Computing. - Deze Zeng; Shengli Pan 001; Zhuoling Chen; Lin Gu 002 (IEEE Netw., 2019)

CGraph: A Distributed Storage and Processing System for Concurrent Iterative Graph Analysis Jobs. - Yu Zhang 027; Jin Zhao 003; Xiaofei Liao; Hai Jin 001; Lin Gu 002; Haikun Liu; Bingsheng He; Ligang He (ACM Trans. Storage, 2019)

Towards Low-Latency Batched Stream Processing by Pre-Scheduling. - Hai Jin 001; Fei Chen; Song Wu 001; Yin Yao; Zhiyi Liu; Lin Gu 002; Yongluan Zhou (IEEE Trans. Parallel Distributed Syst., 2019)

A Game-based Network Slicing and Resource Scheduling for Compute First Networking. - Zitong Wang; Deze Zeng; Lin Gu 002; Song Guo 001 (GLOBECOM, 2020)

A Customized Reinforcement Learning based Binary Offloading in Edge Cloud. - Yuepeng Li; Lvhao Chen; Deze Zeng; Lin Gu 002 (ICPADS, 2020)

Task Offloading in Trusted Execution Environment empowered Edge Computing. - Yuepeng Li; Deze Zeng; Lin Gu 002; Andong Zhu 001; Quan Chen 002 (ICPADS, 2020)

Offloading Federated Learning Task to Edge Computing with Trust Execution Environment. - Shifu Dong; Deze Zeng; Lin Gu 002; Song Guo 001 (MASS, 2020)

Joint optimization of function mapping and preemptive scheduling for service chains in network function virtualization. - Hong Yao; Muzhou Xiong; Hui Li; Lin Gu 002; Deze Zeng (Future Gener. Comput. Syst., 2020)

Towards energy efficient service composition in green energy powered Cyber-Physical Fog Systems. - Deze Zeng; Lin Gu 002; Hong Yao (Future Gener. Comput. Syst., 2020)

Mildip: An energy efficient code offloading framework in mobile cloudlets. - Feng Lu 003; Lin Gu 002; Laurence Tianruo Yang; Liwen Shao; Hai Jin 001 (Inf. Sci., 2020)

Intelligent VNF Orchestration and Flow Scheduling via Model-Assisted Deep Reinforcement Learning. - Lin Gu 002; Deze Zeng; Wei Li 058; Song Guo 001; Albert Y. Zomaya; Hai Jin 001 (IEEE J. Sel. Areas Commun., 2020)

Reinforcement Learning Empowered IDPS for Vehicular Networks in Edge Computing. - Muzhou Xiong; Yuepeng Li; Lin Gu 002; Shengli Pan 001; Deze Zeng; Peng Li 017 (IEEE Netw., 2020)

AsynGraph: Maximizing Data Parallelism for Efficient Iterative Graph Processing on GPUs. - Yu Zhang 027; Xiaofei Liao; Lin Gu 002; Hai Jin 001; Kan Hu; Haikun Liu; Bingsheng He (ACM Trans. Archit. Code Optim., 2020)

Service Function Chain Deployment and Network Flow Scheduling in Geo-Distributed Data Centers. - Lin Gu 002; Jie Hu; Deze Zeng; Song Guo 001; Hai Jin 001 (IEEE Trans. Netw. Sci. Eng., 2020)

Software Defined Systems - Sensing, Communication and Computation - Deze Zeng; Lin Gu 002; Shengli Pan 001; Song Guo 001 (Springer, 2020)

Lasagna: Accelerating Secure Deep Learning Inference in SGX-enabled Edge Cloud. - Yuepeng Li; Deze Zeng; Lin Gu 002; Quan Chen 002; Song Guo 001; Albert Y. Zomaya; Minyi Guo (SoCC, 2021)

DepGraph: A Dependency-Driven Accelerator for Efficient Iterative Graph Processing. - Yu Zhang 027; Xiaofei Liao; Hai Jin 001; Ligang He; Bingsheng He; Haikun Liu; Lin Gu 002 (HPCA, 2021)

Layer Aware Microservice Placement and Request Scheduling at the Edge. - Lin Gu 002; Deze Zeng; Jie Hu; Bo Li 001; Hai Jin 001 (INFOCOM, 2021)

Exploring Layered Container Structure for Cost Efficient Microservice Deployment. - Lin Gu 002; Deze Zeng; Jie Hu; Hai Jin 001; Song Guo 001; Albert Y. Zomaya (INFOCOM, 2021)

Gost: Enabling Efficient Spatio-Temporal GPU Sharing for Network Function Virtualization. - Andong Zhu 001; Deze Zeng; Lin Gu 002; Peng Li 017; Quan Chen 002 (IWQoS, 2021)

A Network Calculus Based Delay and Backlog Analysis for Cloud Radio Access Networks. - Muzhou Xiong; Lin Gu 002; Haixin Liu; Deze Zeng; Hong Yao; Zhuzhong Qian (Mob. Networks Appl., 2021)

LargeGraph: An Efficient Dependency-Aware GPU-Accelerated Large-Scale Graph Processing. - Yu Zhang 027; Da Peng; Xiaofei Liao; Hai Jin 001; Haikun Liu; Lin Gu 002; Bingsheng He (ACM Trans. Archit. Code Optim., 2021)

Cost Efficient Service Mesh Controller Placement for Edge Native Computing. - Yuepeng Li; Deze Zeng; Lvhao Chen; Lin Gu 002; Weiyin Ma; Feng Gao (GLOBECOM, 2022)

Layer-aware Collaborative Microservice Deployment toward Maximal Edge Throughput. - Lin Gu 002; Zirui Chen; Honghao Xu; Deze Zeng; Bo Li 001; Hai Jin 001 (INFOCOM, 2022)

TDGraph: a topology-driven accelerator for high-performance streaming graph processing. - Jin Zhao 003; Yun Yang 001; Yu Zhang 027; Xiaofei Liao; Lin Gu 002; Ligang He; Bingsheng He; Hai Jin 001; Haikun Liu; Xinyu Jiang; Hui Yu (ISCA, 2022)

On the Joint Optimization of Function Assignment and Communication Scheduling toward Performance Efficient Serverless Edge Computing. - Yuepeng Li; Deze Zeng; Lin Gu 002; Kun Wang 005; Song Guo 001 (IWQoS, 2022)

Detection of multipath routing with passive delay measurements: Hypothesis testing approaches. - Shengli Pan 001; Yan Wang 083; Ziming Bai; Muzhou Xiong; Lin Gu 002 (Trans. Emerg. Telecommun. Technol., 2022)

GGraph: An Efficient Structure-Aware Approach for Iterative Graph Processing. - Beibei Si; Yuxuan Liang; Jin Zhao 003; Yu Zhang 027; Xiaofei Liao; Hai Jin 001; Haikun Liu; Lin Gu 002 (IEEE Trans. Big Data, 2022)

A Structure-Aware Storage Optimization for Out-of-Core Concurrent Graph Processing. - Xiaofei Liao; Jin Zhao 003; Yu Zhang 027; Bingsheng He; Ligang He; Hai Jin 001; Lin Gu 002 (IEEE Trans. Computers, 2022)

Sensing or Transmission? Stochastic Scheduling of Energy-Harvesting Sensors Toward Zero-Carbon IoT. - Deze Zeng; Yuepeng Li; Lvhao Chen; Lin Gu 002; Chengyu Hu (IEEE Trans. Green Commun. Netw., 2022)

Efficient and Secure Deep Learning Inference in Trusted Processor Enabled Edge Clouds. - Yuepeng Li; Deze Zeng; Lin Gu 002; Quan Chen 002; Song Guo 001; Albert Y. Zomaya; Minyi Guo (IEEE Trans. Parallel Distributed Syst., 2022)

SaGraph: A Similarity-aware Hardware Accelerator for Temporal Graph Processing. - Jin Zhao 003; Yu Zhang 027; Jian Cheng; Yiyang Wu; Chuyue Ye; Hui Yu; Zhiying Huang; Hai Jin 001; Xiaofei Liao; Lin Gu 002; Haikun Liu (DAC, 2023)

LOPO: An Out-of-order Layer Pulling Orchestration Strategy for Fast Microservice Startup. - Lin Gu 002; Junhao Huang; Shaoxing Huang; Deze Zeng; Bo Li 001; Hai Jin 001 (INFOCOM, 2023)

On Efficient Zygote Container Planning toward Fast Function Startup in Serverless Edge Cloud. - Yuepeng Li; Deze Zeng; Lin Gu 002; Mingwei Ou; Quan Chen 002 (INFOCOM, 2023)

Layered Structure Aware Dependent Microservice Placement Toward Cost Efficient Edge Clouds. - Deze Zeng; Hongmin Geng; Lin Gu 002; Zhexiong Li (INFOCOM, 2023)

CONTC: A Traffic Control System for Container Overlay Networks. - Deze Zeng; Lin Gu 002; Quan Chen 002; Yu Lei (IWQoS, 2023)

On Efficient Packet Batching and Resource Allocation for GPU based NFV Acceleration. - Deze Zeng; Andong Zhu 001; Lin Gu 002; Quan Chen 002; Minyi Guo (IWQoS, 2023)

Container Session Level Traffic Prediction From Network Interface Usage. - Lin Gu 002; Honghao Xu; Ziyuan Li; Zirui Chen; Hai Jin 001 (IEEE Trans. Sustain. Comput., 2023)

Service Management and Energy Scheduling Toward Low-Carbon Edge Computing. - Lin Gu 002; Weiying Zhang; Zhongkui Wang; Deze Zeng; Hai Jin 001 (IEEE Trans. Sustain. Comput., 2023)

Personalized Edge Intelligence via Federated Self-Knowledge Distillation. - Hai Jin 001; Dongshan Bai; Dezhong Yao 002; Yutong Dai 002; Lin Gu 002; Chen Yu 003; Lichao Sun 001 (IEEE Trans. Parallel Distributed Syst., 2023)

EGraph: Efficient Concurrent GPU-Based Dynamic Graph Processing. - Yu Zhang 027; Yuxuan Liang; Jin Zhao 003; Fubing Mao; Lin Gu 002; Xiaofei Liao; Hai Jin 001; Haikun Liu; Song Guo 001; Yangqing Zeng; Hang Hu 018; Chen Li; et al. (IEEE Trans. Knowl. Data Eng., 2023)

PASTO: Enabling Secure and Efficient Task Offloading in TrustZone-Enabled Edge Clouds. - Yuepeng Li; Deze Zeng; Lin Gu 002; Andong Zhu 001; Quan Chen 002; Shui Yu 001 (IEEE Trans. Veh. Technol., 2023)

GraphTune: An Efficient Dependency-Aware Substrate to Alleviate Irregularity in Concurrent Graph Processing. - Jin Zhao 003; Yu Zhang 027; Ligang He; Qikun Li; Xiang Zhang; Xinyu Jiang; Hui Yu; Xiaofei Liao; Hai Jin 001; Lin Gu 002; Haikun Liu; Bingsheng He; et al. (ACM Trans. Archit. Code Optim., 2023)

Enabling Efficient Spatio-Temporal GPU Sharing for Network Function Virtualization. - Deze Zeng; Andong Zhu 001; Lin Gu 002; Peng Li 017; Quan Chen 002; Minyi Guo (IEEE Trans. Computers, 2023)

RACE: An Efficient Redundancy-aware Accelerator for Dynamic Graph Neural Network. - Hui Yu; Yu Zhang 027; Jin Zhao 003; Yujian Liao; Zhiying Huang; Donghao He; Lin Gu 002; Hai Jin 001; Xiaofei Liao; Haikun Liu; Bingsheng He; Jianhui Yue (ACM Trans. Archit. Code Optim., 2023)

CDA-GNN: A Chain-driven Accelerator for Efficient Asynchronous Graph Neural Network. - Hui Yu; Yu Zhang 027; Ligang He; Donghao He; Qikun Li; Jin Zhao 003; Xiaofei Liao; Hai Jin 001; Lin Gu 002; Haikun Liu (DAC, 2024)

On Efficient Zygote Container Planning and Task Scheduling for Edge Native Application Acceleration. - Yuepeng Li; Lin Gu 002; Zhihao Qu; Lifeng Tian; Deze Zeng (INFOCOM, 2024)

PLAYS: Minimizing DNN Inference Latency in Serverless Edge Cloud for Artificial Intelligence of Things. - Hongmin Geng; Deze Zeng; Yuepeng Li; Lin Gu 002; Quan Chen 002; Peng Li 017 (IEEE Internet Things J., 2024)

Common DNN Layer Sharing aware Task Scheduling for Inference Acceleration in Serverless Edge Computing. - Yanfei Xu; Zhexiong Li; Deze Zeng; Lin Gu 002 (ICCCN, 2025)

PASS: A Priority-based Model Assignment for Minimal Inference Time in Serverless Edge Cloud. - Fangshuai Zhu; Deze Zeng; Lin Gu 002; Yuepeng Li; Hongmin Geng (ICCCN, 2025)

ChestBox: Enabling Fast State Sharing for Stateful Serverless Computing With State Functions. - Xinmin Zhang; Song Wu 001; Lin Gu 002; Qiang He 001; Hai Jin 001 (IEEE Trans. Sustain. Comput., 2025)