2025
Cortex: Enhancing Resource Utilization in Edge Clusters Through Efficient Co-Location of LC and BE Workloads.
IEEE Internet Things J., 2025

2024
Performance Prediction for Deep Learning Models With Pipeline Inference Strategy.
IEEE Internet Things J., January, 2024

Graph-Reinforcement-Learning-Based Dependency-Aware Microservice Deployment in Edge Computing.
IEEE Internet Things J., January, 2024

SLAPP: Subgraph-level attention-based performance prediction for deep learning models.
Neural Networks, 2024

Flexi-BOPI: Flexible granularity pipeline inference with Bayesian optimization for deep learning models on HMPSoC.
Inf. Sci., 2024

Fine-grained complexity-driven latency predictor in hardware-aware neural architecture search using composite loss.
Inf. Sci., 2024

2023
Efficient and accurate compound scaling for convolutional neural networks.
Neural Networks, October, 2023

Energy-Efficient and QoS-Aware Computation Offloading in GEO/LEO Hybrid Satellite Networks.
Remote. Sens., July, 2023

Energy Consumption and QoS-Aware Co-Offloading for Vehicular Edge Computing.
IEEE Internet Things J., 2023

2022
Microservice Deployment in Edge Computing Based on Deep Q Learning.
IEEE Trans. Parallel Distributed Syst., 2022

Confidentiality and Integrity Schemes for Multicore Shared Memory Systems.
J. Circuits Syst. Comput., 2022