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Samuel S. Ogden
Samuel S. Ogden
Verified email at csumb.edu - Homepage
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Year
MODI: Mobile Deep Inference Made Efficient by Edge Computing}
SS Ogden, T Guo
USENIX Workshop on Hot Topics in Edge Computing (HotEdge 18), 2018
332018
Characterizing the deep neural networks inference performance of mobile applications
SS Ogden, T Guo
arXiv preprint arXiv:1909.04783, 2019
242019
Mdinference: Balancing inference accuracy and latency for mobile applications
SS Ogden, T Guo
2020 IEEE International Conference on Cloud Engineering (IC2E), 28-39, 2020
192020
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
172021
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
72021
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
72019
Characterizing the deep neural networks inference performance of mobile applications. arXiv 2019
SS Ogden, T Guo
arXiv preprint arXiv:1909.04783, 1909
51909
Left on read: Reply latency for anxiety & depression screening
ML Tlachac, SS Ogden
Adjunct Proceedings of the 2022 ACM International Joint Conference on …, 2022
42022
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
32021
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
22023
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
22019
Modipick: Sla-aware accuracy optimization for mobile deep inference
SS Ogden, T Guo
arXiv preprint arXiv:1909.02053, 2019
22019
CloudCoaster: Transient-aware Bursty Datacenter Workload Scheduling
SS Ogden, T Guo
arXiv preprint arXiv:1907.02162, 2019
12019
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
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