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2020 – today
- 2024
[c46]Rohan Basu Roy
, Tirthak Patel, Rohan Garg, Devesh Tiwari:
CodeCrunch: Improving Serverless Performance via Function Compression and Cost-Aware Warmup Location Optimization. ASPLOS (1) 2024: 85-101- [c45]Aditya Ranjan, Tirthak Patel, Daniel Silver, Harshitta Gandhi, Devesh Tiwari:
ProxiML: Building Machine Learning Classifiers for Photonic Quantum Computing. ASPLOS (3) 2024: 834-849 - [i13]Nicholas S. DiBrita, Daniel Leeds, Yuqian Huo, Jason Ludmir, Tirthak Patel:
ReCon: Reconfiguring Analog Rydberg Atom Quantum Computers for Quantum Generative Adversarial Networks. CoRR abs/2408.13389 (2024) - [i12]Jason Ludmir, Tirthak Patel:
Parallax: A Compiler for Neutral Atom Quantum Computers under Hardware Constraints. CoRR abs/2409.04578 (2024) - [i11]Daniel Silver, Tirthak Patel, Devesh Tiwari:
Qompose: A Technique to Select Optimal Algorithm- Specific Layout for Neutral Atom Quantum Architectures. CoRR abs/2409.19820 (2024) - [i10]Daniel Silver, Tirthak Patel, Aditya Ranjan, William Cutler, Devesh Tiwari:
OrganiQ: Mitigating Classical Resource Bottlenecks of Quantum Generative Adversarial Networks on NISQ-Era Machines. CoRR abs/2409.19823 (2024) - 2023
- [c44]Daniel Silver, Tirthak Patel, Aditya Ranjan, Harshitta Gandhi, William Cutler, Devesh Tiwari:
SLIQ: Quantum Image Similarity Networks on Noisy Quantum Computers. AAAI 2023: 9846-9854 - [c43]Tirthak Patel, Devesh Tiwari:
Invited: Building Robust Quantum System Software for Technology-Specific Characteristics. DAC 2023: 1-4 - [c42]Rohan Basu Roy, Tirthak Patel, Richmond Liew, Yadu Nand Babuji, Ryan Chard, Devesh Tiwari:
ProPack: Executing Concurrent Serverless Functions Faster and Cheaper. HPDC 2023: 211-224 - [c41]Daniel Silver, Aditya Ranjan, Tirthak Patel, Harshitta Gandhi, William Cutler, Devesh Tiwari:
MosaiQ: Quantum Generative Adversarial Networks for Image Generation on NISQ Computers. ICCV 2023: 7007-7016 - [c40]Tirthak Patel, Daniel Silver, Devesh Tiwari:
GRAPHINE: Enhanced Neutral Atom Quantum Computing using Application-Specific Rydberg Atom Arrangement. SC 2023: 61:1-61:15 - [c39]Aditya Ranjan, Tirthak Patel, Harshitta Gandhi, Daniel Silver, William Cutler, Devesh Tiwari:
Experimental Evaluation of Xanadu X8 Photonic Quantum Computer: Error Measurement, Characterization and Implications. SC 2023: 63:1-63:13 - [i9]Tirthak Patel, Daniel Silver, Aditya Ranjan, Harshitta Gandhi, William Cutler, Devesh Tiwari:
Toward Privacy in Quantum Program Execution On Untrusted Quantum Cloud Computing Machines for Business-sensitive Quantum Needs. CoRR abs/2307.16799 (2023) - [i8]Daniel Silver, Tirthak Patel, William Cutler, Aditya Ranjan, Harshitta Gandhi, Devesh Tiwari:
MosaiQ: Quantum Generative Adversarial Networks for Image Generation on NISQ Computers. CoRR abs/2308.11096 (2023) - [i7]Daniel Silver, Tirthak Patel, Devesh Tiwari:
QUILT: Effective Multi-Class Classification on Quantum Computers Using an Ensemble of Diverse Quantum Classifiers. CoRR abs/2309.15056 (2023) - [i6]Daniel Silver, Tirthak Patel, Aditya Ranjan, Harshitta Gandhi, William Cutler, Devesh Tiwari:
SLIQ: Quantum Image Similarity Networks on Noisy Quantum Computers. CoRR abs/2309.15259 (2023) - 2022
- [c38]Daniel Silver, Tirthak Patel, Devesh Tiwari:
QUILT: Effective Multi-Class Classification on Quantum Computers Using an Ensemble of Diverse Quantum Classifiers. AAAI 2022: 8324-8332 - [c37]Tirthak Patel, Ed Younis, Costin Iancu, Wibe de Jong, Devesh Tiwari:
QUEST: systematically approximating Quantum circuits for higher output fidelity. ASPLOS 2022: 514-528 - [c36]Rohan Basu Roy, Tirthak Patel, Devesh Tiwari:
IceBreaker: warming serverless functions better with heterogeneity. ASPLOS 2022: 753-767 - [c35]Baolin Li, Tirthak Patel, Siddharth Samsi, Vijay Gadepally, Devesh Tiwari:
MISO: exploiting multi-instance GPU capability on multi-tenant GPU clusters. SoCC 2022: 173-189 - [c34]Tirthak Patel, Devesh Tiwari, Raj Kettimuthu, William E. Allcock, Paul Rich, Zhengchun Liu:
What does Inter-Cluster Job Submission and Execution Behavior Reveal to Us? CLUSTER 2022: 35-46 - [c33]Tirthak Patel, Daniel Silver, Devesh Tiwari:
OPTIC: A Practical Quantum Binary Classifier for Near-Term Quantum Computers. DATE 2022: 334-339 - [c32]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:
AI-Enabling Workloads on Large-Scale GPU-Accelerated System: Characterization, Opportunities, and Implications. HPCA 2022: 1224-1237 - [c31]Radita Liem, Connor Scully-Allison, Ana Veroneze Solorzano, Kristopher Keipert, Rafael Ferreira da Silva, Suraj P. Kesavan, Tirthak Patel:
PERMAVOST'22 Discussion Panel: Domain Scientists vs. Performance Analysis Tools: Advancing in HPC. PERMAVOST@HPDC 2022: 23-24 - [c30]Baolin Li, Tirthak Patel, Vijay Gadepally, Karen Gettings, Siddharth Samsi, Devesh Tiwari:
DASH: Scheduling Deep Learning Workloads on Multi-Generational GPU-Accelerated Clusters. HPEC 2022: 1-7 - [c29]Tirthak Patel, Daniel Silver, Devesh Tiwari:
Geyser: a compilation framework for quantum computing with neutral atoms. ISCA 2022: 383-395 - [c28]Rohan Basu Roy, Tirthak Patel, Vijay Gadepally, Devesh Tiwari:
Mashup: making serverless computing useful for HPC workflows via hybrid execution. PPoPP 2022: 46-60 - [c27]Tirthak Patel, Daniel Silver, Devesh Tiwari:
Charter: Identifying the Most-Critical Gate Operations in Quantum Circuits via Amplified Gate Reversibility. SC 2022: 15:1-15:16 - [c26]Rohan Basu Roy, Tirthak Patel, Devesh Tiwari:
DayDream: Executing Dynamic Scientific Workflows on Serverless Platforms with Hot Starts. SC 2022: 22:1-22:18 - [i5]Baolin Li, Tirthak Patel, Siddharth Samsi, Vijay Gadepally, Devesh Tiwari:
Using Multi-Instance GPU for Efficient Operation of Multi-Tenant GPU Clusters. CoRR abs/2207.11428 (2022) - [i4]Baolin Li, Rohan Basu Roy, Tirthak Patel, Vijay Gadepally, Karen Gettings, Devesh Tiwari:
RIBBON: Cost-Effective and QoS-Aware Deep Learning Model Inference using a Diverse Pool of Cloud Computing Instances. CoRR abs/2207.11434 (2022) - [i3]Tirthak Patel, Daniel Silver, Devesh Tiwari:
CHARTER: Identifying the Most-Critical Gate Operations in Quantum Circuits via Amplified Gate Reversibility. CoRR abs/2211.09903 (2022) - 2021
- [j2]Mohit Kumar, Saurabh Gupta, Tirthak Patel, Michael Wilder, Weisong Shi, Song Fu, Christian Engelmann, Devesh Tiwari:
Study of interconnect errors, network congestion, and applications characteristics for throttle prediction on a large scale HPC system. J. Parallel Distributed Comput. 153: 29-43 (2021) - [c25]Tirthak Patel, Devesh Tiwari:
Qraft: reverse your Quantum circuit and know the correct program output. ASPLOS 2021: 443-455 - [c24]Amir Taherin, Tirthak Patel, Giorgis Georgakoudis, Ignacio Laguna, Devesh Tiwari:
Examining Failures and Repairs on Supercomputers with Multi-GPU Compute Nodes. DSN 2021: 305-313 - [c23]Rohan Basu Roy, Tirthak Patel, Raj Kettimuthu, William E. Allcock, Paul Rich, Adam Scovel, Devesh Tiwari:
Operating Liquid-Cooled Large-Scale Systems: Long-Term Monitoring, Reliability Analysis, and Efficiency Measures. HPCA 2021: 881-893 - [c22]Rohan Basu Roy, Tirthak Patel, Devesh Tiwari:
Characterizing and Mitigating the I/O Scalability Challenges for Serverless Applications. IISWC 2021: 74-86 - [c21]Rohan Basu Roy, Tirthak Patel, Devesh Tiwari:
SATORI: Efficient and Fair Resource Partitioning by Sacrificing Short-Term Benefits for Long-Term Gains*. ISCA 2021: 292-305 - [c20]Rohan Basu Roy, Tirthak Patel, Vijay Gadepally, Devesh Tiwari:
Bliss: auto-tuning complex applications using a pool of diverse lightweight learning models. PLDI 2021: 1280-1295 - [c19]Baolin Li, Rohan Basu Roy, Tirthak Patel, Vijay Gadepally, Karen Gettings, Devesh Tiwari:
RIBBON: cost-effective and qos-aware deep learning model inference using a diverse pool of cloud computing instances. SC 2021: 24 - [c18]Emily Costa, Tirthak Patel, Benjamin Schwaller, Jim M. Brandt, Devesh Tiwari:
Systematically inferring I/O performance variability by examining repetitive job behavior. SC 2021: 33 - [i2]Tirthak Patel, Devesh Tiwari:
DisQ: A Novel Quantum Output State Classification Method on IBM Quantum Computers using OpenPulse. CoRR abs/2102.01153 (2021) - [i1]Tirthak Patel, Ed Younis, Costin Iancu, Wibe de Jong, Devesh Tiwari:
Robust and Resource-Efficient Quantum Circuit Approximation. CoRR abs/2108.12714 (2021) - 2020
- [j1]Auroop R. Ganguly, Tanay Mehta, Tirthak Patel, Ravi Sundaram, Devesh Tiwari:
Resilience and coevolution of preferential interdependent networks. Soc. Netw. Anal. Min. 10(1): 3 (2020) - [c17]Tirthak Patel, Suren Byna, Glenn K. Lockwood, Nicholas J. Wright, Philip H. Carns, Robert B. Ross, Devesh Tiwari:
Uncovering Access, Reuse, and Sharing Characteristics of I/O-Intensive Files on Large-Scale Production HPC Systems. FAST 2020: 91-101 - [c16]Tirthak Patel, Rohan Garg, Devesh Tiwari:
GIFT: A Coupon Based Throttle-and-Reward Mechanism for Fair and Efficient I/O Bandwidth Management on Parallel Storage Systems. FAST 2020: 103-119 - [c15]Sidi Lu, Bing Luo, Tirthak Patel, Yongtao Yao, Devesh Tiwari, Weisong Shi:
Making Disk Failure Predictions SMARTer! FAST 2020: 151-167 - [c14]Tirthak Patel, Devesh Tiwari:
CLITE: Efficient and QoS-Aware Co-Location of Multiple Latency-Critical Jobs for Warehouse Scale Computers. HPCA 2020: 193-206 - [c13]Tirthak Patel, Devesh Tiwari:
DisQ: A Novel Quantum Output State Classification Method on IBM Quantum Computers using OpenPulse. ICCAD 2020: 139:1-139:9 - [c12]Tirthak Patel, Adam Wagenhäuser, Christopher Eibel, Timo Hönig, Thomas Zeiser, Devesh Tiwari:
What does Power Consumption Behavior of HPC Jobs Reveal? : Demystifying, Quantifying, and Predicting Power Consumption Characteristics. IPDPS 2020: 799-809 - [c11]Tirthak Patel, Devesh Tiwari:
Veritas: accurately estimating the correct output on noisy intermediate-scale quantum computers. SC 2020: 15 - [c10]Tirthak Patel, Abhay Potharaju, Baolin Li, Rohan Basu Roy, Devesh Tiwari:
Experimental evaluation of NISQ quantum computers: error measurement, characterization, and implications. SC 2020: 46 - [c9]Tirthak Patel, Zhengchun Liu, Raj Kettimuthu, Paul Rich, William E. Allcock, Devesh Tiwari:
Job characteristics on large-scale systems: long-term analysis, quantification, and implications. SC 2020: 84 - [c8]Tirthak Patel, Baolin Li, Rohan Basu Roy, Devesh Tiwari:
UREQA: Leveraging Operation-Aware Error Rates for Effective Quantum Circuit Mapping on NISQ-Era Quantum Computers. USENIX ATC 2020: 705-711
2010 – 2019
- 2019
- [c7]Janki Bhimani, Tirthak Patel, Ningfang Mi, Devesh Tiwari:
What does Vibration do to Your SSD? DAC 2019: 15 - [c6]Tirthak Patel, Devesh Tiwari:
PERQ: Fair and Efficient Power Management of Power-Constrained Large-Scale Computing Systems. HPDC 2019: 171-182 - [c5]Tirthak Patel, Suren Byna, Glenn K. Lockwood, Devesh Tiwari:
Revisiting I/O behavior in large-scale storage systems: the expected and the unexpected. SC 2019: 65:1-65:13 - 2018
- [c4]Rohan Garg, Tirthak Patel, Gene Cooperman, Devesh Tiwari:
Shiraz: Exploiting System Reliability and Application Resilience Characteristics to Improve Large Scale System Throughput. DSN 2018: 83-94 - [c3]Bin Nie, Ji Xue, Saurabh Gupta, Tirthak Patel, Christian Engelmann, Evgenia Smirni, Devesh Tiwari:
Machine Learning Models for GPU Error Prediction in a Large Scale HPC System. DSN 2018: 95-106 - [c2]Mohit Kumar, Saurabh Gupta, Tirthak Patel, Michael Wilder, Weisong Shi, Song Fu, Christian Engelmann, Devesh Tiwari:
Understanding and Analyzing Interconnect Errors and Network Congestion on a Large Scale HPC System. DSN 2018: 107-114 - 2017
- [c1]Saurabh Gupta, Tirthak Patel, Christian Engelmann, Devesh Tiwari:
Failures in large scale systems: long-term measurement, analysis, and implications. SC 2017: 44
Coauthor Index
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