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In-Storage Domain-Specific Acceleration for Serverless Computing

https://doi.org/10.1145/3620665.3640413

Mahapatra, Rohan ; Ghodrati, Soroush ; Ahn, Byung Hoon ; Kinzer, Sean ; Wang, Shu-Ting ; Xu, Hanyang ; Karthikeyan, Lavanya ; Sharma, Hardik ; Yazdanbakhsh, Amir ; Alian, Mohammad ; et al ( April 2024 , ACM)

Free, publicly-accessible full text available April 27, 2025
Planaria: Dynamic Architecture Fission for Spatial Multi-Tenant Acceleration of Deep Neural Networks

https://doi.org/10.1109/MICRO50266.2020.00062

Ghodrati, Soroush ; Ahn, Byung Hoon ; Kyung Kim, Joon ; Kinzer, Sean ; Yatham, Brahmendra Reddy ; Alla, Navateja ; Sharma, Hardik ; Alian, Mohammad ; Ebrahimi, Eiman ; Kim, Nam Sung ; et al ( October 2020 , International Symposium on Microarchitecture)
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From Tensors to FPGAs: Accelerating Deep Learning

Sharma, Hardik ; Park, Jongse ; Robatmili, Behnam ; Mirkhani, Shahrzad ; Esmaeilzadeh, Hadi ( August 2018 , HotChips 2019)

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Bit Fusion: Bit-Level Dynamically Composable Architecture for Accelerating Deep Neural Network

https://doi.org/10.1109/ISCA.2018.00069

Sharma, Hardik ; Park, Jongse ; Suda, Naveen ; Lai, Liangzhen ; Chau, Benson ; Chandra, Vikas ; Esmaeilzadeh, Hadi ( June 2018 , ISCA)

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Scale-out acceleration for machine learning

https://doi.org/10.1145/3123939.3123979

Park, Jongse ; Sharma, Hardik ; Mahajan, Divya ; Kim, Joon Kyung ; Olds, Preston ; Esmaeilzadeh, Hadi ( January 2017 , MICRO)

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