Pratyush Patel

According to our database, Pratyush Patel authored at least 17 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2024

Input-Dependent Power Usage in GPUs.

Theo Gregersen, Pratyush Patel, Esha Choukse

CoRR, 2024

Splitwise: Efficient Generative LLM Inference Using Phase Splitting.

Pratyush Patel, Esha Choukse, Chaojie Zhang, Aashaka Shah, Íñigo Goiri, Saeed Maleki, Ricardo Bianchini

Proceedings of the 51st ACM/IEEE Annual International Symposium on Computer Architecture, 2024

Characterizing Power Management Opportunities for LLMs in the Cloud.

Pratyush Patel, Esha Choukse, Chaojie Zhang, Íñigo Goiri, Brijesh Warrier, Nithish Mahalingam, Ricardo Bianchini

Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2024

2023

POLCA: Power Oversubscription in LLM Cloud Providers.

Pratyush Patel, Esha Choukse, Chaojie Zhang, Íñigo Goiri, Brijesh Warrier, Nithish Mahalingam, Ricardo Bianchini

CoRR, 2023

Hybrid Computing for Interactive Datacenter Applications.

Pratyush Patel, Katie Lim, Kushal Jhunjhunwalla, Ashlie Martinez, Max Demoulin, Jacob Nelson, Irene Zhang, Thomas E. Anderson

CoRR, 2023

Towards Improved Power Management in Cloud GPUs.

Pratyush Patel, Zibo Gong, Syeda Rizvi, Esha Choukse, Pulkit A. Misra, Thomas E. Anderson, Akshitha Sriraman

IEEE Comput. Archit. Lett., 2023

An Agile Pathway Towards Carbon-aware Clouds.

Pratyush Patel, Theo Gregersen, Thomas E. Anderson

Proceedings of the 2nd Workshop on Sustainable Computer Systems, 2023

2022

SoundWatch: deep learning for sound accessibility on smartwatches.

Dhruv Jain, Hung Ngo, Pratyush Patel, Steven Goodman, Khoa Huynh Anh Nguyen, Rachel Grossman-Kahn, Leah Findlater, Jon Froehlich

Commun. ACM, 2022

SRIFTY: Swift and Thrifty Distributed Neural Network Training on the Cloud.

Liang Luo, Peter West, Pratyush Patel, Arvind Krishnamurthy, Luis Ceze

Proceedings of the Fifth Conference on Machine Learning and Systems, 2022

2021

The Demikernel Datapath OS Architecture for Microsecond-scale Datacenter Systems.

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

Proceedings of the SOSP '21: ACM SIGOPS 28th Symposium on Operating Systems Principles, 2021

2020

The Virtual Block Interface: A Flexible Alternative to the Conventional Virtual Memory Framework.

Nastaran Hajinazar, Pratyush Patel, Minesh Patel, Konstantinos Kanellopoulos, Saugata Ghose, Rachata Ausavarungnirun, Geraldo F. Oliveira, Jonathan Appavoo, Vivek Seshadri, Onur Mutlu

Proceedings of the 47th ACM/IEEE Annual International Symposium on Computer Architecture, 2020

SoundWatch: Exploring Smartwatch-based Deep Learning Approaches to Support Sound Awareness for Deaf and Hard of Hearing Users.

Dhruv Jain, Hung Ngo, Pratyush Patel, Steven Goodman, Leah Findlater, Jon Froehlich

Proceedings of the ASSETS '20: The 22nd International ACM SIGACCESS Conference on Computers and Accessibility, 2020

2018

A server-based approach for predictable GPU access with improved analysis.

Hyoseung Kim, Pratyush Patel, Shige Wang, Ragunathan Raj Rajkumar

J. Syst. Archit., 2018

Analytical Enhancements and Practical Insights for MPCP with Self-Suspensions.

Pratyush Patel, Iljoo Baek, Hyoseung Kim, Ragunathan Rajkumar

Proceedings of the IEEE Real-Time and Embedded Technology and Applications Symposium, 2018

Gandiva: Introspective Cluster Scheduling for Deep Learning.

Wencong Xiao, Romil Bhardwaj, Ramachandran Ramjee, Muthian Sivathanu, Nipun Kwatra, Zhenhua Han, Pratyush Patel, Xuan Peng, Hanyu Zhao, Quanlu Zhang, Fan Yang, Lidong Zhou

Proceedings of the 13th USENIX Symposium on Operating Systems Design and Implementation, 2018

2017

A server-based approach for predictable GPU access control.

Hyoseung Kim, Pratyush Patel, Shige Wang, Ragunathan Raj Rajkumar

Proceedings of the 23rd IEEE International Conference on Embedded and Real-Time Computing Systems and Applications, 2017

TimerShield: Protecting High-Priority Tasks from Low-Priority Timer Interference (Outstanding Paper).

Pratyush Patel, Manohar Vanga, Björn B. Brandenburg

Proceedings of the 2017 IEEE Real-Time and Embedded Technology and Applications Symposium, 2017