Inference latency prediction for CNNs on heterogeneous mobile devices and ML frameworks.
Perform. Evaluation, 2024
A Benchmark for ML Inference Latency on Mobile Devices.
Proceedings of the 7th International Workshop on Edge Systems, Analytics and Networking, 2024
Predicting Inference Latency of Neural Architectures on Mobile Devices.
Proceedings of the 2023 ACM/SPEC International Conference on Performance Engineering, 2023
ZiCo-BC: A Bias Corrected Zero-Shot NAS for Vision Tasks.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Predicting Throughput of Distributed Stochastic Gradient Descent.
IEEE Trans. Parallel Distributed Syst., 2022
Inference Latency Prediction at the Edge.
CoRR, 2022
Quadrant: a cloud-deployable NF virtualization platform.
Proceedings of the 13th Symposium on Cloud Computing, SoCC 2022, 2022
Galleon: Reshaping the Square Peg of NFV.
CoRR, 2021
Throughput Prediction of Asynchronous SGD in TensorFlow.
Proceedings of the ICPE '20: ACM/SPEC International Conference on Performance Engineering, 2020
SIGN: War-Driving Free Indoor Navigation Using Coded Visual Tags.
Proceedings of the IEEE Global Communications Conference, 2018
Holiday syndrome: A measurement study of mobile social network use during holidays.
Proceedings of the IEEE International Conference on Communications, 2017