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Samuel S. Ogden
Samuel S. Ogden
Email yang diverifikasi di csumb.edu - Beranda
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MODI: Mobile Deep Inference Made Efficient by Edge Computing}
SS Ogden, T Guo
USENIX Workshop on Hot Topics in Edge Computing (HotEdge 18), 2018
422018
Characterizing the deep neural networks inference performance of mobile applications
SS Ogden, T Guo
arXiv preprint arXiv:1909.04783, 2019
262019
Mdinference: Balancing inference accuracy and latency for mobile applications
SS Ogden, T Guo
2020 IEEE International Conference on Cloud Engineering (IC2E), 28-39, 2020
252020
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
222021
Left on read: Reply latency for anxiety & depression screening
ML Tlachac, SS Ogden
Adjunct proceedings of the 2022 ACM international joint conference on …, 2022
112022
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
102021
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
92019
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
62023
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
62021
Characterizing the deep neural networks inference performance of mobile applications. arXiv 2019
SS Ogden, T Guo
arXiv preprint arXiv:1909.04783, 1909
51909
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
32024
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
32019
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
Student Mental Health Screening with Text Message Metadata
ML Tlachac, SS Ogden
2024 International Conference on Machine Learning and Applications (ICMLA …, 2024
2024
MiseEnPlace: Fine-and Coarse-grained Approaches for Mobile-Oriented Deep Learning Inference
SS Ogden
WORCESTER POLYTECHNIC INSTITUTE, 2022
2022
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