Pratyush Patel

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 19

Top Topics

Power Management

Top Venues

Publications

Pratyush Patel, Esha Choukse, Chaojie Zhang, Aashaka Shah, Íñigo Goiri, Saeed Maleki, Ricardo Bianchini
Splitwise: Efficient Generative LLM Inference Using Phase Splitting. ISCA (2024)
Pratyush Patel, Esha Choukse, Chaojie Zhang, Íñigo Goiri, Brijesh Warrier, Nithish Mahalingam, Ricardo Bianchini
Characterizing Power Management Opportunities for LLMs in the Cloud. ASPLOS (3) (2024)
Pratyush Patel, Katie Lim, Kushal Jhunjhunwalla, Ashlie Martinez, Max Demoulin, Jacob Nelson, Irene Zhang, Thomas E. Anderson
Hybrid Computing for Interactive Datacenter Applications. CoRR (2023)
Pratyush Patel, Zibo Gong, Syeda Rizvi, Esha Choukse, Pulkit A. Misra, Thomas Anderson, Akshitha Sriraman
Towards Improved Power Management in Cloud GPUs. IEEE Comput. Archit. Lett. 22 (2) (2023)
Pratyush Patel, Theo Gregersen, Thomas Anderson
An Agile Pathway Towards Carbon-aware Clouds. HotCarbon (2023)
Pratyush Patel, Esha Choukse, Chaojie Zhang, Íñigo Goiri, Brijesh Warrier, Nithish Mahalingam, Ricardo Bianchini
POLCA: Power Oversubscription in LLM Cloud Providers. CoRR (2023)
Pratyush Patel, Esha Choukse, Chaojie Zhang, Íñigo Goiri, Aashaka Shah, Saeed Maleki, Ricardo Bianchini
Splitwise: Efficient generative LLM inference using phase splitting. CoRR (2023)
Liang Luo, Peter West, Pratyush Patel, Arvind Krishnamurthy, Luis Ceze
SRIFTY: Swift and Thrifty Distributed Neural Network Training on the Cloud. MLSys (2022)
Dhruv Jain, Hung Ngo, Pratyush Patel, Steven Goodman, Khoa Huynh Anh Nguyen, Rachel Grossman-Kahn, Leah Findlater, Jon Froehlich
SoundWatch: deep learning for sound accessibility on smartwatches. Commun. ACM 65 (6) (2022)
Irene Zhang, Amanda Raybuck, Pratyush Patel, Kirk Olynyk, Jacob Nelson, Omar S. Navarro Leija, Ashlie Martinez, Jing Liu, Anna Kornfeld Simpson, Sujay Jayakar, Pedro Henrique Penna, Max Demoulin, Piali Choudhury, Anirudh Badam
The Demikernel Datapath OS Architecture for Microsecond-scale Datacenter Systems. SOSP (2021)
Dhruv Jain, Hung Ngo, Pratyush Patel, Steven Goodman, Leah Findlater, Jon Froehlich
SoundWatch: Exploring Smartwatch-based Deep Learning Approaches to Support Sound Awareness for Deaf and Hard of Hearing Users. ASSETS (2020)
Nastaran Hajinazar, Pratyush Patel, Minesh Patel, Konstantinos Kanellopoulos, Saugata Ghose, Rachata Ausavarungnirun, Geraldo F. Oliveira, Jonathan Appavoo, Vivek Seshadri, Onur Mutlu
The Virtual Block Interface: A Flexible Alternative to the Conventional Virtual Memory Framework. ISCA (2020)
Nastaran Hajinazar, Pratyush Patel, Minesh Patel, Konstantinos Kanellopoulos, Saugata Ghose, Rachata Ausavarungnirun, Geraldo Francisco de Oliveira Jr., Jonathan Appavoo, Vivek Seshadri, Onur Mutlu
The Virtual Block Interface: A Flexible Alternative to the Conventional Virtual Memory Framework. CoRR (2020)
Pratyush Patel, Iljoo Baek, Hyoseung Kim, Ragunathan Rajkumar
Analytical Enhancements and Practical Insights for MPCP with Self-Suspensions. RTAS (2018)
Hyoseung Kim, Pratyush Patel, Shige Wang, Ragunathan Raj Rajkumar
A server-based approach for predictable GPU access with improved analysis. J. Syst. Archit. 88 (2018)
Wencong Xiao, Romil Bhardwaj, Ramachandran Ramjee, Muthian Sivathanu, Nipun Kwatra, Zhenhua Han, Pratyush Patel, Xuan Peng, Hanyu Zhao, Quanlu Zhang, Fan Yang, Lidong Zhou
Gandiva: Introspective Cluster Scheduling for Deep Learning. OSDI (2018)
Hyoseung Kim, Pratyush Patel, Shige Wang, Ragunathan Rajkumar
A Server-based Approach for Predictable GPU Access with Improved Analysis. CoRR (2017)
Pratyush Patel, Manohar Vanga, Björn B. Brandenburg
TimerShield: Protecting High-Priority Tasks from Low-Priority Timer Interference (Outstanding Paper). RTAS (2017)
Hyoseung Kim, Pratyush Patel, Shige Wang, Ragunathan Raj Rajkumar
A server-based approach for predictable GPU access control. RTCSA (2017)