Tirthak Patel

87 papers A* 16A 29B 1C 1Journal 30Unranked 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
Automated Tensor-Relational Decomposition for Large-Scale Sparse Tensor Computation.
CoRR
Yuxin Tang, Zhiyuan Xin, Zhimin Ding, Xinyu Yao, Daniel Bourgeois, Tirthak Patel, Chris Jermaine
2026 J jnl
WSBD: Freezing-Based Optimizer for Quantum Neural Networks.
CoRR
Christopher Kverne, Mayur Akewar, Yuqian Huo, Tirthak Patel, Janki Bhimani
2025 J jnl
Anchor: Reducing Temporal and Spatial Output Performance Variability on Quantum Computers.
Proc. ACM Meas. Anal. Comput. Syst.
Yuqian Huo, Daniel Leeds, Jason Ludmir, Nicholas S. DiBrita, Tirthak Patel
2025 A* conf
EnQode: Fast Amplitude Embedding for Quantum Machine Learning Using Classical Data.
DAC
Jason Han, Nicholas S. DiBrita, Younghyun Cho, Hengrui Luo, Tirthak Patel
2025 J jnl
EnQode: Fast Amplitude Embedding for Quantum Machine Learning Using Classical Data.
CoRR
Jason Han, Nicholas S. DiBrita, Younghyun Cho, Hengrui Luo, Tirthak Patel
2025 — conf
Enhancing Early Quantum Computing Education with QuantumAiEd: Bridging the Educational Gap.
SIGCSE (2)
Kevin Hernandez, Tirthak Patel
2025 A conf
GreenMix: Energy-Efficient Serverless Computing via Randomized Sketching on Asymmetric Multi-Cores.
SC
Rohan Basu Roy, Tirthak Patel, Baolin Li, Siddharth Samsi, Vijay Gadepally, Devesh Tiwari
2025 J jnl
Layerwise Federated Learning for Heterogeneous Quantum Clients using Quorus.
CoRR
Jason Han, Nicholas S. DiBrita, Daniel Leeds, Jianqiang Li, Jason Ludmir, Tirthak Patel
2025 — conf
Modeling and Simulating Rydberg Atom Quantum Computers for Hardware-Software Co-design with PachinQo.
SIGMETRICS (Abstracts)
Jason Ludmir, Yuqian Huo, Nicholas S. DiBrita, Tirthak Patel
2025 J jnl
ObliQ: Solving Quadratic Unconstrained Binary Optimization Problems on Real Photonic Quantum Machines.
Proc. ACM Meas. Anal. Comput. Syst.
Aditya Ranjan, Daniel Silver, Tirthak Patel, Bhargav Chickmagalurnanjun, Devesh Tiwari
2025 A conf
OpaQue: Program Output Obfuscation for Quantum Software Circuits in Quantum Clouds.
ICS
Tirthak Patel, Aditya Ranjan, Daniel Silver, Harshitta Gandhi, William Cutler, Devesh Tiwari
2025 J jnl
QMill: Representative Quantum Data Generation for Quantum Machine Learning Utility.
CoRR
Jason Ludmir, Ian Martin, Nicholas S. DiBrita, Daniel Leeds, Tirthak Patel
2025 — conf
Quantum Neural Networks Need Checkpointing.
HotStorage
Christopher Kverne, Mayur Akewar, Yuqian Huo, Tirthak Patel, Janki Bhimani
2025 A* conf
Quorum: Zero-Training Unsupervised Anomaly Detection using Quantum Autoencoders.
DAC
Jason Zev Ludmir, Sophia Rebello, Jacob Ruiz, Tirthak Patel
2025 J jnl
Quorum: Zero-Training Unsupervised Anomaly Detection using Quantum Autoencoders.
CoRR
Jason Zev Ludmir, Sophia Rebello, Jacob Ruiz, Tirthak Patel
2025 J jnl
ResQ: A Novel Framework to Implement Residual Neural Networks on Analog Rydberg Atom Quantum Computers.
CoRR
Nicholas S. DiBrita, Jason Han, Tirthak Patel
2025 A conf
Revisiting Noise-adaptive Transpilation in Quantum Computing: How Much Impact Does it Have?
ICCAD
Yuqian Huo, Jinbiao Wei, Christopher Kverne, Mayur Akewar, Janki Bhimani, Tirthak Patel
2025 J jnl
Revisiting Noise-adaptive Transpilation in Quantum Computing: How Much Impact Does it Have?
CoRR
Yuqian Huo, Jinbiao Wei, Christopher Kverne, Mayur Akewar, Janki Bhimani, Tirthak Patel
2025 J jnl
Three Birds with One Stone: Improving Performance, Convergence, and System Throughput with NEST.
Proc. ACM Meas. Anal. Comput. Syst.
Yuqian Huo, David A. Quiroga, Anastasios Kyrillidis, Tirthak Patel
2025 J jnl
Three Birds with One Stone: Improving Performance, Convergence, and System Throughput with Nest.
CoRR
Yuqian Huo, David A. Quiroga, Anastasios Kyrillidis, Tirthak Patel
2025 J jnl
Turning Quantum Noise on its Head: Using the Noise for Diffusion Models to Generate Images.
SIGMETRICS Perform. Evaluation Rev.
Jason Han, Tirthak Patel
2024 — conf
CodeCrunch: Improving Serverless Performance via Function Compression and Cost-Aware Warmup Location Optimization.
ASPLOS (1)
Rohan Basu Roy, Tirthak Patel, Rohan Garg, Devesh Tiwari
2024 A conf
LexiQL: Quantum Natural Language Processing on NISQ-era Machines.
SC
Daniel Silver, Aditya Ranjan, Rakesh Achutha, Tirthak Patel, Devesh Tiwari
2024 J jnl
Modeling and Simulating Rydberg Atom Quantum Computers for Hardware-Software Co-design with PachinQo.
CoRR
Jason Ludmir, Yuqian Huo, Nicholas S. DiBrita, Tirthak Patel
2024 J jnl
Modeling and Simulating Rydberg Atom Quantum Computers for Hardware-Software Co-design with PachinQo.
Proc. ACM Meas. Anal. Comput. Syst.
Jason Ludmir, Yuqian Huo, Nicholas S. DiBrita, Tirthak Patel
2024 J jnl
OrganiQ: Mitigating Classical Resource Bottlenecks of Quantum Generative Adversarial Networks on NISQ-Era Machines.
CoRR
Daniel Silver, Tirthak Patel, Aditya Ranjan, William Cutler, Devesh Tiwari
2024 A conf
Parallax: A Compiler for Neutral Atom Quantum Computers under Hardware Constraints.
SC
Jason Ludmir, Tirthak Patel
2024 J jnl
Parallax: A Compiler for Neutral Atom Quantum Computers under Hardware Constraints.
CoRR
Jason Ludmir, Tirthak Patel
2024 — conf
ProxiML: Building Machine Learning Classifiers for Photonic Quantum Computing.
ASPLOS (3)
Aditya Ranjan, Tirthak Patel, Daniel Silver, Harshitta Gandhi, Devesh Tiwari
2024 J jnl
Qompose: A Technique to Select Optimal Algorithm- Specific Layout for Neutral Atom Quantum Architectures.
CoRR
Daniel Silver, Tirthak Patel, Devesh Tiwari
2024 A conf
ReCon: Reconfiguring Analog Rydberg Atom Quantum Computers for Quantum Generative Adversarial Networks.
ICCAD
Nicholas S. DiBrita, Daniel Leeds, Yuqian Huo, Jason Ludmir, Tirthak Patel
2024 J jnl
ReCon: Reconfiguring Analog Rydberg Atom Quantum Computers for Quantum Generative Adversarial Networks.
CoRR
Nicholas S. DiBrita, Daniel Leeds, Yuqian Huo, Jason Ludmir, Tirthak Patel
2023 A conf
Experimental Evaluation of Xanadu X8 Photonic Quantum Computer: Error Measurement, Characterization and Implications.
SC
Aditya Ranjan, Tirthak Patel, Harshitta Gandhi, Daniel Silver, William Cutler, Devesh Tiwari
2023 A conf
GRAPHINE: Enhanced Neutral Atom Quantum Computing using Application-Specific Rydberg Atom Arrangement.
SC
Tirthak Patel, Daniel Silver, Devesh Tiwari
2023 A* conf
Invited: Building Robust Quantum System Software for Technology-Specific Characteristics.
DAC
Tirthak Patel, Devesh Tiwari
2023 A* conf
MosaiQ: Quantum Generative Adversarial Networks for Image Generation on NISQ Computers.
ICCV
Daniel Silver, Aditya Ranjan, Tirthak Patel, Harshitta Gandhi, William Cutler, Devesh Tiwari
2023 J jnl
MosaiQ: Quantum Generative Adversarial Networks for Image Generation on NISQ Computers.
CoRR
Daniel Silver, Tirthak Patel, William Cutler, Aditya Ranjan, Harshitta Gandhi, Devesh Tiwari
2023 A conf
ProPack: Executing Concurrent Serverless Functions Faster and Cheaper.
HPDC
Rohan Basu Roy, Tirthak Patel, Richmond Liew, Yadu Nand Babuji, Ryan Chard, Devesh Tiwari
2023 J jnl
QUILT: Effective Multi-Class Classification on Quantum Computers Using an Ensemble of Diverse Quantum Classifiers.
CoRR
Daniel Silver, Tirthak Patel, Devesh Tiwari
2023 A* conf
SLIQ: Quantum Image Similarity Networks on Noisy Quantum Computers.
AAAI
Daniel Silver, Tirthak Patel, Aditya Ranjan, Harshitta Gandhi, William Cutler, Devesh Tiwari
2023 J jnl
SLIQ: Quantum Image Similarity Networks on Noisy Quantum Computers.
CoRR
Daniel Silver, Tirthak Patel, Aditya Ranjan, Harshitta Gandhi, William Cutler, Devesh Tiwari
2023 J jnl
Toward Privacy in Quantum Program Execution On Untrusted Quantum Cloud Computing Machines for Business-sensitive Quantum Needs.
CoRR
Tirthak Patel, Daniel Silver, Aditya Ranjan, Harshitta Gandhi, William Cutler, Devesh Tiwari
2022 A* conf
AI-Enabling Workloads on Large-Scale GPU-Accelerated System: Characterization, Opportunities, and Implications.
HPCA
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
2022 J jnl
CHARTER: Identifying the Most-Critical Gate Operations in Quantum Circuits via Amplified Gate Reversibility.
CoRR
Tirthak Patel, Daniel Silver, Devesh Tiwari
2022 A conf
Charter: Identifying the Most-Critical Gate Operations in Quantum Circuits via Amplified Gate Reversibility.
SC
Tirthak Patel, Daniel Silver, Devesh Tiwari
2022 — conf
DASH: Scheduling Deep Learning Workloads on Multi-Generational GPU-Accelerated Clusters.
HPEC
Baolin Li, Tirthak Patel, Vijay Gadepally, Karen Gettings, Siddharth Samsi, Devesh Tiwari
2022 A conf
DayDream: Executing Dynamic Scientific Workflows on Serverless Platforms with Hot Starts.
SC
Rohan Basu Roy, Tirthak Patel, Devesh Tiwari
2022 A* conf
Geyser: a compilation framework for quantum computing with neutral atoms.
ISCA
Tirthak Patel, Daniel Silver, Devesh Tiwari
2022 A* conf
IceBreaker: warming serverless functions better with heterogeneity.
ASPLOS
Rohan Basu Roy, Tirthak Patel, Devesh Tiwari
2022 — conf
MISO: exploiting multi-instance GPU capability on multi-tenant GPU clusters.
SoCC
Baolin Li, Tirthak Patel, Siddharth Samsi, Vijay Gadepally, Devesh Tiwari
2022 B conf
Mashup: making serverless computing useful for HPC workflows via hybrid execution.
PPoPP
Rohan Basu Roy, Tirthak Patel, Vijay Gadepally, Devesh Tiwari
2022 A conf
OPTIC: A Practical Quantum Binary Classifier for Near-Term Quantum Computers.
DATE
Tirthak Patel, Daniel Silver, Devesh Tiwari
2022 — conf
PERMAVOST'22 Discussion Panel: Domain Scientists vs. Performance Analysis Tools: Advancing in HPC.
PERMAVOST@HPDC
Radita Liem, Connor Scully-Allison, Ana Veroneze Solorzano, Kristopher Keipert, Rafael Ferreira da Silva, Suraj P. Kesavan, Tirthak Patel
2022 A* conf
QUEST: systematically approximating Quantum circuits for higher output fidelity.
ASPLOS
Tirthak Patel, Ed Younis, Costin Iancu, Wibe de Jong, Devesh Tiwari
2022 A* conf
QUILT: Effective Multi-Class Classification on Quantum Computers Using an Ensemble of Diverse Quantum Classifiers.
AAAI
Daniel Silver, Tirthak Patel, Devesh Tiwari
2022 J jnl
RIBBON: Cost-Effective and QoS-Aware Deep Learning Model Inference using a Diverse Pool of Cloud Computing Instances.
CoRR
Baolin Li, Rohan Basu Roy, Tirthak Patel, Vijay Gadepally, Karen Gettings, Devesh Tiwari
2022 J jnl
Using Multi-Instance GPU for Efficient Operation of Multi-Tenant GPU Clusters.
CoRR
Baolin Li, Tirthak Patel, Siddharth Samsi, Vijay Gadepally, Devesh Tiwari
2022 C conf
What does Inter-Cluster Job Submission and Execution Behavior Reveal to Us?
CLUSTER
Tirthak Patel, Devesh Tiwari, Raj Kettimuthu, William E. Allcock, Paul Rich, Zhengchun Liu
2021 A* conf
Bliss: auto-tuning complex applications using a pool of diverse lightweight learning models.
PLDI
Rohan Basu Roy, Tirthak Patel, Vijay Gadepally, Devesh Tiwari
2021 — conf
Characterizing and Mitigating the I/O Scalability Challenges for Serverless Applications.
IISWC
Rohan Basu Roy, Tirthak Patel, Devesh Tiwari
2021 J jnl
DisQ: A Novel Quantum Output State Classification Method on IBM Quantum Computers using OpenPulse.
CoRR
Tirthak Patel, Devesh Tiwari
2021 A conf
Examining Failures and Repairs on Supercomputers with Multi-GPU Compute Nodes.
DSN
Amir Taherin, Tirthak Patel, Giorgis Georgakoudis, Ignacio Laguna, Devesh Tiwari
2021 A* conf
Operating Liquid-Cooled Large-Scale Systems: Long-Term Monitoring, Reliability Analysis, and Efficiency Measures.
HPCA
Rohan Basu Roy, Tirthak Patel, Raj Kettimuthu, William E. Allcock, Paul Rich, Adam Scovel, Devesh Tiwari
2021 A* conf
Qraft: reverse your Quantum circuit and know the correct program output.
ASPLOS
Tirthak Patel, Devesh Tiwari
2021 A conf
RIBBON: cost-effective and qos-aware deep learning model inference using a diverse pool of cloud computing instances.
SC
Baolin Li, Rohan Basu Roy, Tirthak Patel, Vijay Gadepally, Karen Gettings, Devesh Tiwari
2021 J jnl
Robust and Resource-Efficient Quantum Circuit Approximation.
CoRR
Tirthak Patel, Ed Younis, Costin Iancu, Wibe de Jong, Devesh Tiwari
2021 A* conf
SATORI: Efficient and Fair Resource Partitioning by Sacrificing Short-Term Benefits for Long-Term Gains
ISCA
Rohan Basu Roy, Tirthak Patel, Devesh Tiwari
2021 J jnl
Study of interconnect errors, network congestion, and applications characteristics for throttle prediction on a large scale HPC system.
J. Parallel Distributed Comput.
Mohit Kumar, Saurabh Gupta, Tirthak Patel, Michael Wilder, Weisong Shi, Song Fu, Christian Engelmann, Devesh Tiwari
2021 A conf
Systematically inferring I/O performance variability by examining repetitive job behavior.
SC
Emily Costa, Tirthak Patel, Benjamin Schwaller, Jim M. Brandt, Devesh Tiwari
2020 A* conf
CLITE: Efficient and QoS-Aware Co-Location of Multiple Latency-Critical Jobs for Warehouse Scale Computers.
HPCA
Tirthak Patel, Devesh Tiwari
2020 A conf
DisQ: A Novel Quantum Output State Classification Method on IBM Quantum Computers using OpenPulse.
ICCAD
Tirthak Patel, Devesh Tiwari
2020 A conf
Experimental evaluation of NISQ quantum computers: error measurement, characterization, and implications.
SC
Tirthak Patel, Abhay Potharaju, Baolin Li, Rohan Basu Roy, Devesh Tiwari
2020 A conf
GIFT: A Coupon Based Throttle-and-Reward Mechanism for Fair and Efficient I/O Bandwidth Management on Parallel Storage Systems.
FAST
Tirthak Patel, Rohan Garg, Devesh Tiwari
2020 A conf
Job characteristics on large-scale systems: long-term analysis, quantification, and implications.
SC
Tirthak Patel, Zhengchun Liu, Raj Kettimuthu, Paul Rich, William E. Allcock, Devesh Tiwari
2020 A conf
Making Disk Failure Predictions SMARTer!
FAST
Sidi Lu, Bing Luo, Tirthak Patel, Yongtao Yao, Devesh Tiwari, Weisong Shi
2020 J jnl
Resilience and coevolution of preferential interdependent networks.
Soc. Netw. Anal. Min.
Auroop R. Ganguly, Tanay Mehta, Tirthak Patel, Ravi Sundaram, Devesh Tiwari
2020 — conf
UREQA: Leveraging Operation-Aware Error Rates for Effective Quantum Circuit Mapping on NISQ-Era Quantum Computers.
USENIX ATC
Tirthak Patel, Baolin Li, Rohan Basu Roy, Devesh Tiwari
2020 A conf
Uncovering Access, Reuse, and Sharing Characteristics of I/O-Intensive Files on Large-Scale Production HPC Systems.
FAST
Tirthak Patel, Suren Byna, Glenn K. Lockwood, Nicholas J. Wright, Philip H. Carns, Robert B. Ross, Devesh Tiwari
2020 A conf
Veritas: accurately estimating the correct output on noisy intermediate-scale quantum computers.
SC
Tirthak Patel, Devesh Tiwari
2020 A conf
What does Power Consumption Behavior of HPC Jobs Reveal? : Demystifying, Quantifying, and Predicting Power Consumption Characteristics.
IPDPS
Tirthak Patel, Adam Wagenhäuser, Christopher Eibel, Timo Hönig, Thomas Zeiser, Devesh Tiwari
2019 A conf
PERQ: Fair and Efficient Power Management of Power-Constrained Large-Scale Computing Systems.
HPDC
Tirthak Patel, Devesh Tiwari
2019 A conf
Revisiting I/O behavior in large-scale storage systems: the expected and the unexpected.
SC
Tirthak Patel, Suren Byna, Glenn K. Lockwood, Devesh Tiwari
2019 A* conf
What does Vibration do to Your SSD?
DAC
Janki Bhimani, Tirthak Patel, Ningfang Mi, Devesh Tiwari
2018 A conf
Machine Learning Models for GPU Error Prediction in a Large Scale HPC System.
DSN
Bin Nie, Ji Xue, Saurabh Gupta, Tirthak Patel, Christian Engelmann, Evgenia Smirni, Devesh Tiwari
2018 A conf
Shiraz: Exploiting System Reliability and Application Resilience Characteristics to Improve Large Scale System Throughput.
DSN
Rohan Garg, Tirthak Patel, Gene Cooperman, Devesh Tiwari
2018 A conf
Understanding and Analyzing Interconnect Errors and Network Congestion on a Large Scale HPC System.
DSN
Mohit Kumar, Saurabh Gupta, Tirthak Patel, Michael Wilder, Weisong Shi, Song Fu, Christian Engelmann, Devesh Tiwari
2017 A conf
Failures in large scale systems: long-term measurement, analysis, and implications.
SC
Saurabh Gupta, Tirthak Patel, Christian Engelmann, Devesh Tiwari