MODI: Mobile Deep Inference Made Efficient by Edge Computing} SS Ogden, T Guo USENIX Workshop on Hot Topics in Edge Computing (HotEdge 18), 2018 | 36 | 2018 |
Characterizing the deep neural networks inference performance of mobile applications SS Ogden, T Guo arXiv preprint arXiv:1909.04783, 2019 | 24 | 2019 |
Mdinference: Balancing inference accuracy and latency for mobile applications SS Ogden, T Guo 2020 IEEE International Conference on Cloud Engineering (IC2E), 28-39, 2020 | 20 | 2020 |
Demystifying the placement policies of the NVIDIA GPU thread block scheduler for concurrent kernels G Gilman, SS Ogden, T Guo, RJ Walls ACM SIGMETRICS Performance Evaluation Review 48 (3), 81-88, 2021 | 18 | 2021 |
Challenges and opportunities of dnn model execution caching GR Gilman, SS Ogden, RJ Walls, T Guo Proceedings of the Workshop on Distributed Infrastructures for Deep Learning …, 2019 | 8 | 2019 |
PieSlicer: Dynamically improving response time for cloud-based CNN inference SS Ogden, X Kong, T Guo Proceedings of the ACM/SPEC International Conference on Performance …, 2021 | 7 | 2021 |
Left on read: Reply latency for anxiety & depression screening ML Tlachac, SS Ogden Adjunct Proceedings of the 2022 ACM International Joint Conference on …, 2022 | 5 | 2022 |
Characterizing the deep neural networks inference performance of mobile applications. arXiv 2019 SS Ogden, T Guo arXiv preprint arXiv:1909.04783, 1909 | 5 | 1909 |
Many models at the edge: Scaling deep inference via model-level caching SS Ogden, GR Gilman, RJ Walls, T Guo 2021 IEEE International Conference on Autonomic Computing and Self …, 2021 | 3 | 2021 |
Layercake: Efficient Inference Serving with Cloud and Mobile Resources SS Ogden, T Guo 2023 IEEE/ACM 23rd International Symposium on Cluster, Cloud and Internet …, 2023 | 2 | 2023 |
EdgeServe: Efficient deep learning model caching at the edge T Guo, RJ Walls, SS Ogden Proceedings of the 4th ACM/IEEE Symposium on Edge Computing, 313-315, 2019 | 2 | 2019 |
Modipick: Sla-aware accuracy optimization for mobile deep inference SS Ogden, T Guo arXiv preprint arXiv:1909.02053, 2019 | 2 | 2019 |
CloudCoaster: Transient-aware Bursty Datacenter Workload Scheduling SS Ogden, T Guo arXiv preprint arXiv:1907.02162, 2019 | 1 | 2019 |
Symptom Detection with Text Message Log Distributions for Holistic Depression and Anxiety Screening ML Tlachac, M Heinz, M Reisch, SS Ogden Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2024 | | 2024 |