Tirthak Patel

According to our database, Tirthak Patel authored at least 55 papers between 2017 and 2024.

Collaborative distances:

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

2024

OrganiQ: Mitigating Classical Resource Bottlenecks of Quantum Generative Adversarial Networks on NISQ-Era Machines.

Daniel Silver, Tirthak Patel, Aditya Ranjan, William Cutler, Devesh Tiwari

CoRR, 2024

Qompose: A Technique to Select Optimal Algorithm- Specific Layout for Neutral Atom Quantum Architectures.

Daniel Silver, Tirthak Patel, Devesh Tiwari

CoRR, 2024

Parallax: A Compiler for Neutral Atom Quantum Computers under Hardware Constraints.

Jason Ludmir, Tirthak Patel

CoRR, 2024

ReCon: Reconfiguring Analog Rydberg Atom Quantum Computers for Quantum Generative Adversarial Networks.

Nicholas S. DiBrita, Daniel Leeds, Yuqian Huo, Jason Ludmir, Tirthak Patel

CoRR, 2024

CodeCrunch: Improving Serverless Performance via Function Compression and Cost-Aware Warmup Location Optimization.

Rohan Basu Roy, Tirthak Patel, Rohan Garg, Devesh Tiwari

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

ProxiML: Building Machine Learning Classifiers for Photonic Quantum Computing.

Aditya Ranjan, Tirthak Patel, Daniel Silver, Harshitta Gandhi, Devesh Tiwari

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

2023

Toward Privacy in Quantum Program Execution On Untrusted Quantum Cloud Computing Machines for Business-sensitive Quantum Needs.

Tirthak Patel, Daniel Silver, Aditya Ranjan, Harshitta Gandhi, William Cutler, Devesh Tiwari

CoRR, 2023

Experimental Evaluation of Xanadu X8 Photonic Quantum Computer: Error Measurement, Characterization and Implications.

Aditya Ranjan, Tirthak Patel, Harshitta Gandhi, Daniel Silver, William Cutler, Devesh Tiwari

Proceedings of the International Conference for High Performance Computing, 2023

GRAPHINE: Enhanced Neutral Atom Quantum Computing using Application-Specific Rydberg Atom Arrangement.

Tirthak Patel, Daniel Silver, Devesh Tiwari

Proceedings of the International Conference for High Performance Computing, 2023

MosaiQ: Quantum Generative Adversarial Networks for Image Generation on NISQ Computers.

Daniel Silver, Aditya Ranjan, Tirthak Patel, Harshitta Gandhi, William Cutler, Devesh Tiwari

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

ProPack: Executing Concurrent Serverless Functions Faster and Cheaper.

Rohan Basu Roy, Tirthak Patel, Richmond Liew, Yadu Nand Babuji, Ryan Chard, Devesh Tiwari

Proceedings of the 32nd International Symposium on High-Performance Parallel and Distributed Computing, 2023

Invited: Building Robust Quantum System Software for Technology-Specific Characteristics.

Tirthak Patel, Devesh Tiwari

Proceedings of the 60th ACM/IEEE Design Automation Conference, 2023

SLIQ: Quantum Image Similarity Networks on Noisy Quantum Computers.

Daniel Silver, Tirthak Patel, Aditya Ranjan, Harshitta Gandhi, William Cutler, Devesh Tiwari

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Using Multi-Instance GPU for Efficient Operation of Multi-Tenant GPU Clusters.

Baolin Li, Tirthak Patel, Siddharth Samsi, Vijay Gadepally, Devesh Tiwari

CoRR, 2022

DayDream: Executing Dynamic Scientific Workflows on Serverless Platforms with Hot Starts.

Rohan Basu Roy, Tirthak Patel, Devesh Tiwari

Proceedings of the SC22: International Conference for High Performance Computing, 2022

Charter: Identifying the Most-Critical Gate Operations in Quantum Circuits via Amplified Gate Reversibility.

Tirthak Patel, Daniel Silver, Devesh Tiwari

Proceedings of the SC22: International Conference for High Performance Computing, 2022

Mashup: making serverless computing useful for HPC workflows via hybrid execution.

Rohan Basu Roy, Tirthak Patel, Vijay Gadepally, Devesh Tiwari

Proceedings of the PPoPP '22: 27th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, Seoul, Republic of Korea, April 2, 2022

Geyser: a compilation framework for quantum computing with neutral atoms.

Tirthak Patel, Daniel Silver, Devesh Tiwari

Proceedings of the ISCA '22: The 49th Annual International Symposium on Computer Architecture, New York, New York, USA, June 18, 2022

DASH: Scheduling Deep Learning Workloads on Multi-Generational GPU-Accelerated Clusters.

Baolin Li, Tirthak Patel, Vijay Gadepally, Karen Gettings, Siddharth Samsi, Devesh Tiwari

Proceedings of the IEEE High Performance Extreme Computing Conference, 2022

PERMAVOST'22 Discussion Panel: Domain Scientists vs. Performance Analysis Tools: Advancing in HPC.

Radita Liem, Connor Scully-Allison, Ana Veroneze Solorzano, Kristopher Keipert, Rafael Ferreira da Silva, Suraj P. Kesavan, Tirthak Patel

Proceedings of the PERMAVOST@HPDC 2022: Proceedings of the 2nd Workshop on Performance EngineeRing, 2022

AI-Enabling Workloads on Large-Scale GPU-Accelerated System: Characterization, Opportunities, and Implications.

Baolin Li, Rohin Arora, Siddharth Samsi, Tirthak Patel, William Arcand, David Bestor, Chansup Byun, Rohan Basu Roy, Bill Bergeron, John T. Holodnak, Michael Houle, Matthew Hubbell, Michael Jones, Jeremy Kepner, Anna Klein, Peter Michaleas, Joseph McDonald, Lauren Milechin, Julie Mullen, Andrew Prout, Benjamin Price, Albert Reuther, Antonio Rosa, Matthew L. Weiss, Charles Yee, Daniel Edelman, Allan Vanterpool, Anson Cheng, Vijay Gadepally, Devesh Tiwari

Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2022

OPTIC: A Practical Quantum Binary Classifier for Near-Term Quantum Computers.

Tirthak Patel, Daniel Silver, Devesh Tiwari

Proceedings of the 2022 Design, Automation & Test in Europe Conference & Exhibition, 2022

What does Inter-Cluster Job Submission and Execution Behavior Reveal to Us?

Tirthak Patel, Devesh Tiwari, Raj Kettimuthu, William E. Allcock, Paul Rich, Zhengchun Liu

Proceedings of the IEEE International Conference on Cluster Computing, 2022

MISO: exploiting multi-instance GPU capability on multi-tenant GPU clusters.

Baolin Li, Tirthak Patel, Siddharth Samsi, Vijay Gadepally, Devesh Tiwari

Proceedings of the 13th Symposium on Cloud Computing, SoCC 2022, 2022

IceBreaker: warming serverless functions better with heterogeneity.

Rohan Basu Roy, Tirthak Patel, Devesh Tiwari

Proceedings of the ASPLOS '22: 27th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Lausanne, Switzerland, 28 February 2022, 2022

QUEST: systematically approximating Quantum circuits for higher output fidelity.

Tirthak Patel, Ed Younis, Costin Iancu, Wibe de Jong, Devesh Tiwari

Proceedings of the ASPLOS '22: 27th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Lausanne, Switzerland, 28 February 2022, 2022

QUILT: Effective Multi-Class Classification on Quantum Computers Using an Ensemble of Diverse Quantum Classifiers.

Daniel Silver, Tirthak Patel, Devesh Tiwari

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Study of interconnect errors, network congestion, and applications characteristics for throttle prediction on a large scale HPC system.

Mohit Kumar, Saurabh Gupta, Tirthak Patel, Michael Wilder, Weisong Shi, Song Fu, Christian Engelmann, Devesh Tiwari

J. Parallel Distributed Comput., 2021

Robust and Resource-Efficient Quantum Circuit Approximation.

Tirthak Patel, Ed Younis, Costin Iancu, Wibe de Jong, Devesh Tiwari

CoRR, 2021

RIBBON: cost-effective and qos-aware deep learning model inference using a diverse pool of cloud computing instances.

Baolin Li, Rohan Basu Roy, Tirthak Patel, Vijay Gadepally, Karen Gettings, Devesh Tiwari

Proceedings of the International Conference for High Performance Computing, 2021

Systematically inferring I/O performance variability by examining repetitive job behavior.

Emily Costa, Tirthak Patel, Benjamin Schwaller, Jim M. Brandt, Devesh Tiwari

Proceedings of the International Conference for High Performance Computing, 2021

Bliss: auto-tuning complex applications using a pool of diverse lightweight learning models.

Rohan Basu Roy, Tirthak Patel, Vijay Gadepally, Devesh Tiwari

Proceedings of the PLDI '21: 42nd ACM SIGPLAN International Conference on Programming Language Design and Implementation, 2021

SATORI: Efficient and Fair Resource Partitioning by Sacrificing Short-Term Benefits for Long-Term Gains^*.

Rohan Basu Roy, Tirthak Patel, Devesh Tiwari

Proceedings of the 48th ACM/IEEE Annual International Symposium on Computer Architecture, 2021

Characterizing and Mitigating the I/O Scalability Challenges for Serverless Applications.

Rohan Basu Roy, Tirthak Patel, Devesh Tiwari

Proceedings of the IEEE International Symposium on Workload Characterization, 2021

Operating Liquid-Cooled Large-Scale Systems: Long-Term Monitoring, Reliability Analysis, and Efficiency Measures.

Rohan Basu Roy, Tirthak Patel, Raj Kettimuthu, William E. Allcock, Paul Rich, Adam Scovel, Devesh Tiwari

Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2021

Examining Failures and Repairs on Supercomputers with Multi-GPU Compute Nodes.

Amir Taherin, Tirthak Patel, Giorgis Georgakoudis, Ignacio Laguna, Devesh Tiwari

Proceedings of the 51st Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2021

Qraft: reverse your Quantum circuit and know the correct program output.

Tirthak Patel, Devesh Tiwari

Proceedings of the ASPLOS '21: 26th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2021

2020

Resilience and coevolution of preferential interdependent networks.

Auroop R. Ganguly, Tanay Mehta, Tirthak Patel, Ravi Sundaram, Devesh Tiwari

Soc. Netw. Anal. Min., 2020

UREQA: Leveraging Operation-Aware Error Rates for Effective Quantum Circuit Mapping on NISQ-Era Quantum Computers.

Tirthak Patel, Baolin Li, Rohan Basu Roy, Devesh Tiwari

Proceedings of the 2020 USENIX Annual Technical Conference, 2020

Veritas: accurately estimating the correct output on noisy intermediate-scale quantum computers.

Tirthak Patel, Devesh Tiwari

Proceedings of the International Conference for High Performance Computing, 2020

Experimental evaluation of NISQ quantum computers: error measurement, characterization, and implications.

Tirthak Patel, Abhay Potharaju, Baolin Li, Rohan Basu Roy, Devesh Tiwari

Proceedings of the International Conference for High Performance Computing, 2020

Job characteristics on large-scale systems: long-term analysis, quantification, and implications.

Tirthak Patel, Zhengchun Liu, Raj Kettimuthu, Paul Rich, William E. Allcock, Devesh Tiwari

Proceedings of the International Conference for High Performance Computing, 2020

What does Power Consumption Behavior of HPC Jobs Reveal? : Demystifying, Quantifying, and Predicting Power Consumption Characteristics.

Tirthak Patel, Adam Wagenhäuser, Christopher Eibel, Timo Hönig, Thomas Zeiser, Devesh Tiwari

Proceedings of the 2020 IEEE International Parallel and Distributed Processing Symposium (IPDPS), 2020

DisQ: A Novel Quantum Output State Classification Method on IBM Quantum Computers using OpenPulse.

Tirthak Patel, Devesh Tiwari

Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2020

CLITE: Efficient and QoS-Aware Co-Location of Multiple Latency-Critical Jobs for Warehouse Scale Computers.

Tirthak Patel, Devesh Tiwari

Proceedings of the IEEE International Symposium on High Performance Computer Architecture, 2020

Uncovering Access, Reuse, and Sharing Characteristics of I/O-Intensive Files on Large-Scale Production HPC Systems.

Tirthak Patel, Suren Byna, Glenn K. Lockwood, Nicholas J. Wright, Philip H. Carns, Robert B. Ross, Devesh Tiwari

Proceedings of the 18th USENIX Conference on File and Storage Technologies, 2020

GIFT: A Coupon Based Throttle-and-Reward Mechanism for Fair and Efficient I/O Bandwidth Management on Parallel Storage Systems.

Tirthak Patel, Rohan Garg, Devesh Tiwari

Proceedings of the 18th USENIX Conference on File and Storage Technologies, 2020

Making Disk Failure Predictions SMARTer!

Sidi Lu, Bing Luo, Tirthak Patel, Yongtao Yao, Devesh Tiwari, Weisong Shi

Proceedings of the 18th USENIX Conference on File and Storage Technologies, 2020

2019

Revisiting I/O behavior in large-scale storage systems: the expected and the unexpected.

Tirthak Patel, Suren Byna, Glenn K. Lockwood, Devesh Tiwari

Proceedings of the International Conference for High Performance Computing, 2019

PERQ: Fair and Efficient Power Management of Power-Constrained Large-Scale Computing Systems.

Tirthak Patel, Devesh Tiwari

Proceedings of the 28th International Symposium on High-Performance Parallel and Distributed Computing, 2019

What does Vibration do to Your SSD?

Janki Bhimani, Tirthak Patel, Ningfang Mi, Devesh Tiwari

Proceedings of the 56th Annual Design Automation Conference 2019, 2019

2018

Machine Learning Models for GPU Error Prediction in a Large Scale HPC System.

Bin Nie, Ji Xue, Saurabh Gupta, Tirthak Patel, Christian Engelmann, Evgenia Smirni, Devesh Tiwari

Proceedings of the 48th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2018

Understanding and Analyzing Interconnect Errors and Network Congestion on a Large Scale HPC System.

Mohit Kumar, Saurabh Gupta, Tirthak Patel, Michael Wilder, Weisong Shi, Song Fu, Christian Engelmann, Devesh Tiwari

Proceedings of the 48th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2018

Shiraz: Exploiting System Reliability and Application Resilience Characteristics to Improve Large Scale System Throughput.

Rohan Garg, Tirthak Patel, Gene Cooperman, Devesh Tiwari

Proceedings of the 48th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2018

2017

Failures in large scale systems: long-term measurement, analysis, and implications.

Saurabh Gupta, Tirthak Patel, Christian Engelmann, Devesh Tiwari

Proceedings of the International Conference for High Performance Computing, 2017