Splitwise: Efficient generative LLM inference using phase splitting
Pratyush Patel, Esha Choukse, Chaojie Zhang, Aashaka Shah, Íñigo Goiri, Saeed Maleki, Ricardo Bianchini
ISCA | June 2024
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Publications
Publications
Publications by Year
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Characterizing Power Management Opportunities for LLMs in the Cloud
Pratyush Patel, Esha Choukse, Chaojie Zhang, Íñigo Goiri, Brijesh Warrier, Nithish Mahalingam, Ricardo Bianchini
ASPLOS | April 2024
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POLCA: Power Oversubscription in LLM Cloud Providers
Pratyush Patel, Esha Choukse, Chaojie Zhang, Íñigo Goiri, Brijesh Warrier, Nithish Mahalingam, Ricardo Bianchini
ArXiv | August 2023, Vol abs/2308.12908
Towards Improved Power Management in Cloud GPUs
Pratyush Patel, Zibo Gong, S. Rizvi, Esha Choukse, Pulkit A. Misra, T. Anderson, Akshitha Sriraman, Esha Choukse, Pulkit Misra
IEEE Computer Architecture Letters | June 2023, Vol 22: pp. 141-144
Publications by Research Area
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Splitwise: Efficient generative LLM inference using phase splitting
Pratyush Patel, Esha Choukse, Chaojie Zhang, Aashaka Shah, Íñigo Goiri, Saeed Maleki, Ricardo Bianchini
ISCA | June 2024
Characterizing Power Management Opportunities for LLMs in the Cloud
Pratyush Patel, Esha Choukse, Chaojie Zhang, Íñigo Goiri, Brijesh Warrier, Nithish Mahalingam, Ricardo Bianchini
ASPLOS | April 2024
POLCA: Power Oversubscription in LLM Cloud Providers
Pratyush Patel, Esha Choukse, Chaojie Zhang, Íñigo Goiri, Brijesh Warrier, Nithish Mahalingam, Ricardo Bianchini
ArXiv | August 2023, Vol abs/2308.12908
-
Towards Improved Power Management in Cloud GPUs
Pratyush Patel, Zibo Gong, S. Rizvi, Esha Choukse, Pulkit A. Misra, T. Anderson, Akshitha Sriraman, Esha Choukse, Pulkit Misra
IEEE Computer Architecture Letters | June 2023, Vol 22: pp. 141-144
Publications by Type
-
Splitwise: Efficient generative LLM inference using phase splitting
Pratyush Patel, Esha Choukse, Chaojie Zhang, Aashaka Shah, Íñigo Goiri, Saeed Maleki, Ricardo Bianchini
ISCA | June 2024
Characterizing Power Management Opportunities for LLMs in the Cloud
Pratyush Patel, Esha Choukse, Chaojie Zhang, Íñigo Goiri, Brijesh Warrier, Nithish Mahalingam, Ricardo Bianchini
ASPLOS | April 2024
-
POLCA: Power Oversubscription in LLM Cloud Providers
Pratyush Patel, Esha Choukse, Chaojie Zhang, Íñigo Goiri, Brijesh Warrier, Nithish Mahalingam, Ricardo Bianchini
ArXiv | August 2023, Vol abs/2308.12908
Towards Improved Power Management in Cloud GPUs
Pratyush Patel, Zibo Gong, S. Rizvi, Esha Choukse, Pulkit A. Misra, T. Anderson, Akshitha Sriraman, Esha Choukse, Pulkit Misra
IEEE Computer Architecture Letters | June 2023, Vol 22: pp. 141-144