2025
Edge-Cloud Collaborative Streaming Video Analytics With Multi-Agent Deep Reinforcement Learning.
IEEE Netw., January, 2025
2024
Hawk: Rapid Android Malware Detection Through Heterogeneous Graph Attention Networks.
IEEE Trans. Neural Networks Learn. Syst., April, 2024
Unleashing the Potential of Acquisition Functions in High-Dimensional Bayesian Optimization.
Trans. Mach. Learn. Res., 2024
BotDGT: Dynamicity-aware Social Bot Detection with Dynamic Graph Transformers.
CoRR, 2024
SEBot: Structural Entropy Guided Multi-View Contrastive learning for Social Bot Detection.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024
CutAddPaste: Time Series Anomaly Detection by Exploiting Abnormal Knowledge.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024
Dynamicity-aware Social Bot Detection with Dynamic Graph Transformers.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024
MatchCom: Stable Matching-Based Software Services Composition in Cloud Computing Environments.
Proceedings of the Web Engineering - 24th International Conference, 2024
BotSCL: Heterophily-Aware Social Bot Detection with Supervised Contrastive Learning.
Proceedings of the Pattern Recognition - 27th International Conference, 2024
LDPRecover: Recovering Frequencies from Poisoning Attacks Against Local Differential Privacy.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024
Kale: Elastic GPU Scheduling for Online DL Model Training.
,
,
,
,
,
,
,
,
,
,
,
Proceedings of the 2024 ACM Symposium on Cloud Computing, 2024
2023
BisSiam: Bispectrum Siamese Network Based Contrastive Learning for UAV Anomaly Detection.
IEEE Trans. Knowl. Data Eng., December, 2023
RoSGAS: Adaptive Social Bot Detection with Reinforced Self-supervised GNN Architecture Search.
ACM Trans. Web, August, 2023
Affinity-aware resource provisioning for long-running applications in shared clusters.
J. Parallel Distributed Comput., July, 2023
Voluntary Assist-as-Needed Controller for an Ankle Power-Assist Rehabilitation Robot.
IEEE Trans. Biomed. Eng., June, 2023
Lifelong Property Price Prediction: A Case Study for the Toronto Real Estate Market.
IEEE Trans. Knowl. Data Eng., March, 2023
Janus: Latency-Aware Traffic Scheduling for IoT Data Streaming in Edge Environments.
IEEE Trans. Serv. Comput., 2023
Heterophily-aware Social Bot Detection with Supervised Contrastive Learning.
CoRR, 2023
Enhancing High-dimensional Bayesian Optimization by Optimizing the Acquisition Function Maximizer Initialization.
CoRR, 2023
SE-GSL: A General and Effective Graph Structure Learning Framework through Structural Entropy Optimization.
Proceedings of the ACM Web Conference 2023, 2023
FedACK: Federated Adversarial Contrastive Knowledge Distillation for Cross-Lingual and Cross-Model Social Bot Detection.
Proceedings of the ACM Web Conference 2023, 2023
2022
Continuous mode adaptation for cable-driven rehabilitation robot using reinforcement learning.
Frontiers Neurorobotics, September, 2022
QoS-Aware Co-Scheduling for Distributed Long-Running Applications on Shared Clusters.
IEEE Trans. Parallel Distributed Syst., 2022
Horus: Interference-Aware and Prediction-Based Scheduling in Deep Learning Systems.
IEEE Trans. Parallel Distributed Syst., 2022
Reinforced Neighborhood Selection Guided Multi-Relational Graph Neural Networks.
ACM Trans. Inf. Syst., 2022
A Survey on Text Classification: From Traditional to Deep Learning.
ACM Trans. Intell. Syst. Technol., 2022
Lime: Low-Cost and Incremental Learning for Dynamic Heterogeneous Information Networks.
IEEE Trans. Computers, 2022
Orchestrating Networked Machine Learning Applications Using Autosteer.
,
,
,
,
,
,
,
,
,
,
IEEE Internet Comput., 2022
Incentivizing Online Edge Caching via Auction - Based Subsidization.
Proceedings of the 19th Annual IEEE International Conference on Sensing, 2022
STRONGHOLD: Fast and Affordable Billion-Scale Deep Learning Model Training.
Proceedings of the SC22: International Conference for High Performance Computing, 2022
S-SIM: A Simulator for Systolic Array-based DNN Accelerators with Tile Access Awareness.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2022
BP-Im2col: Implicit Im2col Supporting AI Backpropagation on Systolic Arrays.
Proceedings of the IEEE 40th International Conference on Computer Design, 2022
MZ Core: An Enhanced Matrix Acceleration Engine for HPC/ AI Applications.
,
,
,
,
,
,
,
,
,
,
Proceedings of the 24th IEEE Int Conf on High Performance Computing & Communications; 8th Int Conf on Data Science & Systems; 20th Int Conf on Smart City; 8th Int Conf on Dependability in Sensor, 2022
2021
Hierarchical Taxonomy-Aware and Attentional Graph Capsule RCNNs for Large-Scale Multi-Label Text Classification.
IEEE Trans. Knowl. Data Eng., 2021
Streaming Social Event Detection and Evolution Discovery in Heterogeneous Information Networks.
ACM Trans. Knowl. Discov. Data, 2021
Joint optimization of cache placement and request routing in unreliable networks.
J. Parallel Distributed Comput., 2021
Orchestrating the Development Lifecycle of Machine Learning-based IoT Applications: A Taxonomy and Survey.
,
,
,
,
,
,
,
,
,
,
,
,
,
ACM Comput. Surv., 2021
Embrace the Conflicts: Exploring the Integration of Single Port Memory in Systolic Array-based Accelerators.
Proceedings of the 2021 IEEE 23rd Int Conf on High Performance Computing & Communications; 7th Int Conf on Data Science & Systems; 19th Int Conf on Smart City; 7th Int Conf on Dependability in Sensor, 2021
Perph: A Workload Co-location Agent with Online Performance Prediction and Resource Inference.
Proceedings of the 21st IEEE/ACM International Symposium on Cluster, 2021
2020
Performance-Aware Speculative Resource Oversubscription for Large-Scale Clusters.
IEEE Trans. Parallel Distributed Syst., 2020
GA-Par: Dependable Microservice Orchestration Framework for Geo-Distributed Clouds.
IEEE Trans. Parallel Distributed Syst., 2020
Lifelong Property Price Prediction: A Case Study for the Toronto Real Estate Market.
CoRR, 2020
A Survey on Text Classification: From Shallow to Deep Learning.
CoRR, 2020
Admittance Control Strategy with Output Joint Space Constraints for a Lower Limb Rehabilitation Robot.
Proceedings of the 5th International Conference on Advanced Robotics and Mechatronics, 2020
Horus: An Interference-Aware Resource Manager for Deep Learning Systems.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2020
TOPOSCH: Latency-Aware Scheduling Based on Critical Path Analysis on Shared YARN Clusters.
Proceedings of the 13th IEEE International Conference on Cloud Computing, 2020
2019
Straggler Root-Cause and Impact Analysis for Massive-scale Virtualized Cloud Datacenters.
IEEE Trans. Serv. Comput., 2019
基于SDN的内容中心网络研究综述 (Survey of Content Centric Network Based on SDN).
计算机科学, 2019
Orchestrating Development Lifecycle of Machine Learning Based IoT Applications: A Survey.
,
,
,
,
,
,
,
,
,
,
,
,
CoRR, 2019
Shaready: A Resource-IsolatedWorkload Co-Location System.
Proceedings of the 13th IEEE International Conference on Service-Oriented System Engineering, 2019
Invited Paper: Improving Data Center Efficiency Through Holistic Scheduling In Kubernetes.
Proceedings of the 13th IEEE International Conference on Service-Oriented System Engineering, 2019
SysOptic: A Fine-Grained Monitoring System for Virtual Machines Based on PMU.
Proceedings of the 13th IEEE International Conference on Service-Oriented System Engineering, 2019
Robust Finite-Time Convergence Control for a Knee Rehabilitation Robot<sup>*</sup>.
Proceedings of the 4th IEEE International Conference on Advanced Robotics and Mechatronics, 2019
Perphon: a ML-based Agent for Workload Co-location via Performance Prediction and Resource Inference.
Proceedings of the ACM Symposium on Cloud Computing, SoCC 2019, 2019
2018
Emergent Failures: Rethinking Cloud Reliability at Scale.
IEEE Cloud Comput., 2018
A Scalable lnternet-of-Vehicles Service over Joint Clouds.
Proceedings of the IEEE Symposium on Service-Oriented System Engineering, 2018
Intelligent Resource Scheduling at Scale: A Machine Learning Perspective.
Proceedings of the IEEE Symposium on Service-Oriented System Engineering, 2018
ROSE: Cluster Resource Scheduling via Speculative Over-Subscription.
Proceedings of the 38th IEEE International Conference on Distributed Computing Systems, 2018
2017
Reliable Computing Service in Massive-Scale Systems through Rapid Low-Cost Failover.
IEEE Trans. Serv. Comput., 2017
Fog Orchestration for Internet of Things Services.
IEEE Internet Comput., 2017
ML-NA: A Machine Learning Based Node Performance Analyzer Utilizing Straggler Statistics.
Proceedings of the 23rd IEEE International Conference on Parallel and Distributed Systems, 2017
Cider: a Rapid Docker Container Deployment System through Sharing Network Storage.
Proceedings of the 19th IEEE International Conference on High Performance Computing and Communications; 15th IEEE International Conference on Smart City; 3rd IEEE International Conference on Data Science and Systems, 2017
2016
Computing at Massive Scale: Scalability and Dependability Challenges.
Proceedings of the 2016 IEEE Symposium on Service-Oriented System Engineering, 2016
ScalaRDF: A Distributed, Elastic and Scalable In-Memory RDF Triple Store.
Proceedings of the 22nd IEEE International Conference on Parallel and Distributed Systems, 2016
SMTP: An Optimized Storage Method for Vehicle Trajectory Data Exploiting Trajectory Patterns.
Proceedings of the 18th IEEE International Conference on High Performance Computing and Communications; 14th IEEE International Conference on Smart City; 2nd IEEE International Conference on Data Science and Systems, 2016
D^2PS: A Dependable Data Provisioning Service in Multi-tenant Cloud Environment.
Proceedings of the 17th IEEE International Symposium on High Assurance Systems Engineering, 2016
2015
A Method for Private Car Transportation Dispatching Based on a Passenger Demand Model.
Proceedings of the Internet of Vehicles - Safe and Intelligent Mobility, 2015
2014
Fuxi: a Fault-Tolerant Resource Management and Job Scheduling System at Internet Scale.
Proc. VLDB Endow., 2014
VMCSnap: Taking Snapshots of Virtual Machine Cluster with Memory Deduplication.
Proceedings of the 8th IEEE International Symposium on Service Oriented System Engineering, 2014
HotRestore: A Fast Restore System for Virtual Machine Cluster.
Proceedings of the 28th Large Installation System Administration Conference, 2014
Improving utilization through dynamic VM resource allocation in hybrid cloud environment.
Proceedings of the 20th IEEE International Conference on Parallel and Distributed Systems, 2014
ConSnap: Taking continuous snapshots for running state protection of virtual machines.
Proceedings of the 20th IEEE International Conference on Parallel and Distributed Systems, 2014
A Flexible and Scalable Affinity Lock for the Kernel.
Proceedings of the 2014 IEEE International Conference on High Performance Computing and Communications, 2014
2013
Improved energy-efficiency in cloud datacenters with interference-aware virtual machine placement.
Proceedings of the 11th International Symposium on Autonomous Decentralized Systems, 2013
CloudAP: Improving the QoS of Mobile Applications with Efficient VM Migration.
Proceedings of the 10th IEEE International Conference on High Performance Computing and Communications & 2013 IEEE International Conference on Embedded and Ubiquitous Computing, 2013
An Analysis of Performance Interference Effects on Energy-Efficiency of Virtualized Cloud Environments.
Proceedings of the IEEE 5th International Conference on Cloud Computing Technology and Science, 2013