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Ismet Dagli
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Automated generation of integrated digital and spiking neuromorphic machine learning accelerators
S Curzel, NB Agostini, S Song, I Dagli, A Limaye, C Tan, M Minutoli, ...
2021 IEEE/ACM International Conference On Computer Aided Design (ICCAD), 1-7, 2021
182021
Axonn: energy-aware execution of neural network inference on multi-accelerator heterogeneous socs
I Dagli, A Cieslewicz, J McClurg, ME Belviranli
Proceedings of the 59th ACM/IEEE Design Automation Conference, 1069-1074, 2022
122022
Multi-accelerator neural network inference in diversely heterogeneous embedded systems
I Dagli, ME Belviranli
2021 IEEE/ACM Redefining Scalability for Diversely Heterogeneous …, 2021
32021
Contention-Aware Performance Modeling for Heterogeneous Edge and Cloud Systems
I Dagli, A Depke, A Mueller, MS Hassan, A Akoglu, ME Belviranli
Proceedings of the 3rd Workshop on Flexible Resource and Application …, 2023
12023
Shared Memory-contention-aware Concurrent DNN Execution for Diversely Heterogeneous System-on-Chips
I Dagli, ME Belviranli
Proceedings of the 29th ACM SIGPLAN Annual Symposium on Principles and …, 2024
2024
H-EYE: Holistic Resource Modeling and Management for Diversely Scaled Edge-Cloud Systems
I Dagli, A Morshedlou, J Rostami, ME Belviranli
arXiv preprint arXiv:2402.04522, 2024
2024
Accelerating Data Processing at the Edge with Extreme Specialization
A Tumeo, M Minutoli, V Castellana, A Limaye, C Tan, I Dagli, ...
ASCR Workshop on the Management and Storage of Scientific Data, 1-2, 2022
2022
Representations for Scheduling of Heterogeneous Computation to Support Motion Planning
J McGowen, I Dagli, M Belviranli, N Dantam
RSDHA 2021
I Dagli, MAH Monil, S Lee
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Articles 1–9