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  2024 (8)
CodeCrunch: Improving Serverless Performance via Function Compression and Cost-Aware Warmup Location Optimization. Roy, R. B.; Patel, T.; Garg, R.; and Tiwari, D. In Gupta, R.; Abu-Ghazaleh, N. B.; Musuvathi, M.; and Tsafrir, D., editor(s), Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 1, ASPLOS 2024, La Jolla, CA, USA, 27 April 2024- 1 May 2024, pages 85–101, 2024. ACM
CodeCrunch: Improving Serverless Performance via Function Compression and Cost-Aware Warmup Location Optimization [link]Paper   doi   link   bibtex  
ProxiML: Building Machine Learning Classifiers for Photonic Quantum Computing. Ranjan, A.; Patel, T.; Silver, D.; Gandhi, H.; and Tiwari, D. In Gupta, R.; Abu-Ghazaleh, N. B.; Musuvathi, M.; and Tsafrir, D., editor(s), Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 3, ASPLOS 2024, La Jolla, CA, USA, 27 April 2024- 1 May 2024, pages 834–849, 2024. ACM
ProxiML: Building Machine Learning Classifiers for Photonic Quantum Computing [link]Paper   doi   link   bibtex  
LexiQL: Quantum Natural Language Processing on NISQ-era Machines. Silver, D.; Ranjan, A.; Achutha, R.; Patel, T.; and Tiwari, D. In Proceedings of the International Conference for High Performance Computing, Networking, Storage, and Analysis, SC 2024, Atlanta, GA, USA, November 17-22, 2024, pages 67, 2024. IEEE
LexiQL: Quantum Natural Language Processing on NISQ-era Machines [link]Paper   doi   link   bibtex  
Parallax: A Compiler for Neutral Atom Quantum Computers under Hardware Constraints. Ludmir, J.; and Patel, T. In Proceedings of the International Conference for High Performance Computing, Networking, Storage, and Analysis, SC 2024, Atlanta, GA, USA, November 17-22, 2024, pages 73, 2024. IEEE
Parallax: A Compiler for Neutral Atom Quantum Computers under Hardware Constraints [link]Paper   doi   link   bibtex  
ReCon: Reconfiguring Analog Rydberg Atom Quantum Computers for Quantum Generative Adversarial Networks. DiBrita, N. S.; Leeds, D.; Huo, Y.; Ludmir, J.; and Patel, T. CoRR, abs/2408.13389. 2024.
ReCon: Reconfiguring Analog Rydberg Atom Quantum Computers for Quantum Generative Adversarial Networks [link]Paper   doi   link   bibtex  
Parallax: A Compiler for Neutral Atom Quantum Computers under Hardware Constraints. Ludmir, J.; and Patel, T. CoRR, abs/2409.04578. 2024.
Parallax: A Compiler for Neutral Atom Quantum Computers under Hardware Constraints [link]Paper   doi   link   bibtex  
Qompose: A Technique to Select Optimal Algorithm- Specific Layout for Neutral Atom Quantum Architectures. Silver, D.; Patel, T.; and Tiwari, D. CoRR, abs/2409.19820. 2024.
Qompose: A Technique to Select Optimal Algorithm- Specific Layout for Neutral Atom Quantum Architectures [link]Paper   doi   link   bibtex  
OrganiQ: Mitigating Classical Resource Bottlenecks of Quantum Generative Adversarial Networks on NISQ-Era Machines. Silver, D.; Patel, T.; Ranjan, A.; Cutler, W.; and Tiwari, D. CoRR, abs/2409.19823. 2024.
OrganiQ: Mitigating Classical Resource Bottlenecks of Quantum Generative Adversarial Networks on NISQ-Era Machines [link]Paper   doi   link   bibtex  
  2023 (10)
SLIQ: Quantum Image Similarity Networks on Noisy Quantum Computers. Silver, D.; Patel, T.; Ranjan, A.; Gandhi, H.; Cutler, W.; and Tiwari, D. In Williams, B.; Chen, Y.; and Neville, J., editor(s), Thirty-Seventh AAAI Conference on Artificial Intelligence, AAAI 2023, Thirty-Fifth Conference on Innovative Applications of Artificial Intelligence, IAAI 2023, Thirteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2023, Washington, DC, USA, February 7-14, 2023, pages 9846–9854, 2023. AAAI Press
SLIQ: Quantum Image Similarity Networks on Noisy Quantum Computers [link]Paper   doi   link   bibtex  
Invited: Building Robust Quantum System Software for Technology-Specific Characteristics. Patel, T.; and Tiwari, D. In 60th ACM/IEEE Design Automation Conference, DAC 2023, San Francisco, CA, USA, July 9-13, 2023, pages 1–4, 2023. IEEE
Invited: Building Robust Quantum System Software for Technology-Specific Characteristics [link]Paper   doi   link   bibtex  
ProPack: Executing Concurrent Serverless Functions Faster and Cheaper. Roy, R. B.; Patel, T.; Liew, R.; Babuji, Y. N.; Chard, R.; and Tiwari, D. In Butt, A. R.; Mi, N.; and Chard, K., editor(s), Proceedings of the 32nd International Symposium on High-Performance Parallel and Distributed Computing, HPDC 2023, Orlando, FL, USA, June 16-23, 2023, pages 211–224, 2023. ACM
ProPack: Executing Concurrent Serverless Functions Faster and Cheaper [link]Paper   doi   link   bibtex  
MosaiQ: Quantum Generative Adversarial Networks for Image Generation on NISQ Computers. Silver, D.; Ranjan, A.; Patel, T.; Gandhi, H.; Cutler, W.; and Tiwari, D. In IEEE/CVF International Conference on Computer Vision, ICCV 2023, Paris, France, October 1-6, 2023, pages 7007–7016, 2023. IEEE
MosaiQ: Quantum Generative Adversarial Networks for Image Generation on NISQ Computers [link]Paper   doi   link   bibtex  
GRAPHINE: Enhanced Neutral Atom Quantum Computing using Application-Specific Rydberg Atom Arrangement. Patel, T.; Silver, D.; and Tiwari, D. In Arnold, D.; Badia, R. M.; and Mohror, K. M., editor(s), Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis, SC 2023, Denver, CO, USA, November 12-17, 2023, pages 61:1–61:15, 2023. ACM
GRAPHINE: Enhanced Neutral Atom Quantum Computing using Application-Specific Rydberg Atom Arrangement [link]Paper   doi   link   bibtex  
Experimental Evaluation of Xanadu X8 Photonic Quantum Computer: Error Measurement, Characterization and Implications. Ranjan, A.; Patel, T.; Gandhi, H.; Silver, D.; Cutler, W.; and Tiwari, D. In Arnold, D.; Badia, R. M.; and Mohror, K. M., editor(s), Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis, SC 2023, Denver, CO, USA, November 12-17, 2023, pages 63:1–63:13, 2023. ACM
Experimental Evaluation of Xanadu X8 Photonic Quantum Computer: Error Measurement, Characterization and Implications [link]Paper   doi   link   bibtex  
Toward Privacy in Quantum Program Execution On Untrusted Quantum Cloud Computing Machines for Business-sensitive Quantum Needs. Patel, T.; Silver, D.; Ranjan, A.; Gandhi, H.; Cutler, W.; and Tiwari, D. CoRR, abs/2307.16799. 2023.
Toward Privacy in Quantum Program Execution On Untrusted Quantum Cloud Computing Machines for Business-sensitive Quantum Needs [link]Paper   doi   link   bibtex  
MosaiQ: Quantum Generative Adversarial Networks for Image Generation on NISQ Computers. Silver, D.; Patel, T.; Cutler, W.; Ranjan, A.; Gandhi, H.; and Tiwari, D. CoRR, abs/2308.11096. 2023.
MosaiQ: Quantum Generative Adversarial Networks for Image Generation on NISQ Computers [link]Paper   doi   link   bibtex  
QUILT: Effective Multi-Class Classification on Quantum Computers Using an Ensemble of Diverse Quantum Classifiers. Silver, D.; Patel, T.; and Tiwari, D. CoRR, abs/2309.15056. 2023.
QUILT: Effective Multi-Class Classification on Quantum Computers Using an Ensemble of Diverse Quantum Classifiers [link]Paper   doi   link   bibtex  
SLIQ: Quantum Image Similarity Networks on Noisy Quantum Computers. Silver, D.; Patel, T.; Ranjan, A.; Gandhi, H.; Cutler, W.; and Tiwari, D. CoRR, abs/2309.15259. 2023.
SLIQ: Quantum Image Similarity Networks on Noisy Quantum Computers [link]Paper   doi   link   bibtex  
  2022 (16)
QUILT: Effective Multi-Class Classification on Quantum Computers Using an Ensemble of Diverse Quantum Classifiers. Silver, D.; Patel, T.; and Tiwari, D. In Thirty-Sixth AAAI Conference on Artificial Intelligence, AAAI 2022, Thirty-Fourth Conference on Innovative Applications of Artificial Intelligence, IAAI 2022, The Twelveth Symposium on Educational Advances in Artificial Intelligence, EAAI 2022 Virtual Event, February 22 - March 1, 2022, pages 8324–8332, 2022. AAAI Press
QUILT: Effective Multi-Class Classification on Quantum Computers Using an Ensemble of Diverse Quantum Classifiers [link]Paper   doi   link   bibtex  
QUEST: systematically approximating Quantum circuits for higher output fidelity. Patel, T.; Younis, E.; Iancu, C.; de Jong, W.; and Tiwari, D. In Falsafi, B.; Ferdman, M.; Lu, S.; and Wenisch, T. F., editor(s), ASPLOS '22: 27th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Lausanne, Switzerland, 28 February 2022 - 4 March 2022, pages 514–528, 2022. ACM
QUEST: systematically approximating Quantum circuits for higher output fidelity [link]Paper   doi   link   bibtex  
IceBreaker: warming serverless functions better with heterogeneity. Roy, R. B.; Patel, T.; and Tiwari, D. In Falsafi, B.; Ferdman, M.; Lu, S.; and Wenisch, T. F., editor(s), ASPLOS '22: 27th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Lausanne, Switzerland, 28 February 2022 - 4 March 2022, pages 753–767, 2022. ACM
IceBreaker: warming serverless functions better with heterogeneity [link]Paper   doi   link   bibtex  
MISO: exploiting multi-instance GPU capability on multi-tenant GPU clusters. Li, B.; Patel, T.; Samsi, S.; Gadepally, V.; and Tiwari, D. In Gavrilovska, A.; Altinbüken, D.; and Binnig, C., editor(s), Proceedings of the 13th Symposium on Cloud Computing, SoCC 2022, San Francisco, California, November 7-11, 2022, pages 173–189, 2022. ACM
MISO: exploiting multi-instance GPU capability on multi-tenant GPU clusters [link]Paper   doi   link   bibtex  
What does Inter-Cluster Job Submission and Execution Behavior Reveal to Us?. Patel, T.; Tiwari, D.; Kettimuthu, R.; Allcock, W. E.; Rich, P.; and Liu, Z. In IEEE International Conference on Cluster Computing, CLUSTER 2022, Heidelberg, Germany, September 5-8, 2022, pages 35–46, 2022. IEEE
What does Inter-Cluster Job Submission and Execution Behavior Reveal to Us? [link]Paper   doi   link   bibtex  
OPTIC: A Practical Quantum Binary Classifier for Near-Term Quantum Computers. Patel, T.; Silver, D.; and Tiwari, D. In Bolchini, C.; Verbauwhede, I.; and Vatajelu, E., editor(s), 2022 Design, Automation & Test in Europe Conference & Exhibition, DATE 2022, Antwerp, Belgium, March 14-23, 2022, pages 334–339, 2022. IEEE
OPTIC: A Practical Quantum Binary Classifier for Near-Term Quantum Computers [link]Paper   doi   link   bibtex  
AI-Enabling Workloads on Large-Scale GPU-Accelerated System: Characterization, Opportunities, and Implications. Li, B.; Arora, R.; Samsi, S.; Patel, T.; Arcand, W.; Bestor, D.; Byun, C.; Roy, R. B.; Bergeron, B.; Holodnak, J. T.; Houle, M.; Hubbell, M.; Jones, M.; Kepner, J.; Klein, A.; Michaleas, P.; McDonald, J.; Milechin, L.; Mullen, J.; Prout, A.; Price, B.; Reuther, A.; Rosa, A.; Weiss, M. L.; Yee, C.; Edelman, D.; Vanterpool, A.; Cheng, A.; Gadepally, V.; and Tiwari, D. In IEEE International Symposium on High-Performance Computer Architecture, HPCA 2022, Seoul, South Korea, April 2-6, 2022, pages 1224–1237, 2022. IEEE
AI-Enabling Workloads on Large-Scale GPU-Accelerated System: Characterization, Opportunities, and Implications [link]Paper   doi   link   bibtex  
PERMAVOST'22 Discussion Panel: Domain Scientists vs. Performance Analysis Tools: Advancing in HPC. Liem, R.; Scully-Allison, C.; Solorzano, A. V.; Keipert, K.; da Silva, R. F.; Kesavan, S. P.; and Patel, T. In Scully-Allison, C.; Liem, R.; and Solorzano, A. V., editor(s), PERMAVOST@HPDC 2022: Proceedings of the 2nd Workshop on Performance EngineeRing, Modelling, Analysis, and VisualizatiOn Strategy, Minneapolis, MN, USA, 30 June 2022, pages 23–24, 2022. ACM
PERMAVOST'22 Discussion Panel: Domain Scientists vs. Performance Analysis Tools: Advancing in HPC [link]Paper   doi   link   bibtex  
DASH: Scheduling Deep Learning Workloads on Multi-Generational GPU-Accelerated Clusters. Li, B.; Patel, T.; Gadepally, V.; Gettings, K.; Samsi, S.; and Tiwari, D. In IEEE High Performance Extreme Computing Conference, HPEC 2022, Waltham, MA, USA, September 19-23, 2022, pages 1–7, 2022. IEEE
DASH: Scheduling Deep Learning Workloads on Multi-Generational GPU-Accelerated Clusters [link]Paper   doi   link   bibtex  
Geyser: a compilation framework for quantum computing with neutral atoms. Patel, T.; Silver, D.; and Tiwari, D. In Salapura, V.; Zahran, M.; Chong, F.; and Tang, L., editor(s), ISCA '22: The 49th Annual International Symposium on Computer Architecture, New York, New York, USA, June 18 - 22, 2022, pages 383–395, 2022. ACM
Geyser: a compilation framework for quantum computing with neutral atoms [link]Paper   doi   link   bibtex  
Mashup: making serverless computing useful for HPC workflows via hybrid execution. Roy, R. B.; Patel, T.; Gadepally, V.; and Tiwari, D. In Lee, J.; Agrawal, K.; and Spear, M. F., editor(s), PPoPP '22: 27th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, Seoul, Republic of Korea, April 2 - 6, 2022, pages 46–60, 2022. ACM
Mashup: making serverless computing useful for HPC workflows via hybrid execution [link]Paper   doi   link   bibtex  
Charter: Identifying the Most-Critical Gate Operations in Quantum Circuits via Amplified Gate Reversibility. Patel, T.; Silver, D.; and Tiwari, D. In Wolf, F.; Shende, S.; Culhane, C.; Alam, S. R.; and Jagode, H., editor(s), SC22: International Conference for High Performance Computing, Networking, Storage and Analysis, Dallas, TX, USA, November 13-18, 2022, pages 15:1–15:16, 2022. IEEE
Charter: Identifying the Most-Critical Gate Operations in Quantum Circuits via Amplified Gate Reversibility [link]Paper   doi   link   bibtex  
DayDream: Executing Dynamic Scientific Workflows on Serverless Platforms with Hot Starts. Roy, R. B.; Patel, T.; and Tiwari, D. In Wolf, F.; Shende, S.; Culhane, C.; Alam, S. R.; and Jagode, H., editor(s), SC22: International Conference for High Performance Computing, Networking, Storage and Analysis, Dallas, TX, USA, November 13-18, 2022, pages 22:1–22:18, 2022. IEEE
DayDream: Executing Dynamic Scientific Workflows on Serverless Platforms with Hot Starts [link]Paper   doi   link   bibtex  
Using Multi-Instance GPU for Efficient Operation of Multi-Tenant GPU Clusters. Li, B.; Patel, T.; Samsi, S.; Gadepally, V.; and Tiwari, D. CoRR, abs/2207.11428. 2022.
Using Multi-Instance GPU for Efficient Operation of Multi-Tenant GPU Clusters [link]Paper   doi   link   bibtex  
RIBBON: Cost-Effective and QoS-Aware Deep Learning Model Inference using a Diverse Pool of Cloud Computing Instances. Li, B.; Roy, R. B.; Patel, T.; Gadepally, V.; Gettings, K.; and Tiwari, D. CoRR, abs/2207.11434. 2022.
RIBBON: Cost-Effective and QoS-Aware Deep Learning Model Inference using a Diverse Pool of Cloud Computing Instances [link]Paper   doi   link   bibtex  
CHARTER: Identifying the Most-Critical Gate Operations in Quantum Circuits via Amplified Gate Reversibility. Patel, T.; Silver, D.; and Tiwari, D. CoRR, abs/2211.09903. 2022.
CHARTER: Identifying the Most-Critical Gate Operations in Quantum Circuits via Amplified Gate Reversibility [link]Paper   doi   link   bibtex  
  2021 (11)
Study of interconnect errors, network congestion, and applications characteristics for throttle prediction on a large scale HPC system. Kumar, M.; Gupta, S.; Patel, T.; Wilder, M.; Shi, W.; Fu, S.; Engelmann, C.; and Tiwari, D. J. Parallel Distributed Comput., 153: 29–43. 2021.
Study of interconnect errors, network congestion, and applications characteristics for throttle prediction on a large scale HPC system [link]Paper   doi   link   bibtex   3 downloads  
Qraft: reverse your Quantum circuit and know the correct program output. Patel, T.; and Tiwari, D. In Sherwood, T.; Berger, E. D.; and Kozyrakis, C., editor(s), ASPLOS '21: 26th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Virtual Event, USA, April 19-23, 2021, pages 443–455, 2021. ACM
Qraft: reverse your Quantum circuit and know the correct program output [link]Paper   doi   link   bibtex   8 downloads  
Examining Failures and Repairs on Supercomputers with Multi-GPU Compute Nodes. Taherin, A.; Patel, T.; Georgakoudis, G.; Laguna, I.; and Tiwari, D. In 51st Annual IEEE/IFIP International Conference on Dependable Systems and Networks, DSN 2021, Taipei, Taiwan, June 21-24, 2021, pages 305–313, 2021. IEEE
Examining Failures and Repairs on Supercomputers with Multi-GPU Compute Nodes [link]Paper   doi   link   bibtex   2 downloads  
Operating Liquid-Cooled Large-Scale Systems: Long-Term Monitoring, Reliability Analysis, and Efficiency Measures. Roy, R. B.; Patel, T.; Kettimuthu, R.; Allcock, W. E.; Rich, P.; Scovel, A.; and Tiwari, D. In IEEE International Symposium on High-Performance Computer Architecture, HPCA 2021, Seoul, South Korea, February 27 - March 3, 2021, pages 881–893, 2021. IEEE
Operating Liquid-Cooled Large-Scale Systems: Long-Term Monitoring, Reliability Analysis, and Efficiency Measures [link]Paper   doi   link   bibtex   5 downloads  
Characterizing and Mitigating the I/O Scalability Challenges for Serverless Applications. Roy, R. B.; Patel, T.; and Tiwari, D. In IEEE International Symposium on Workload Characterization, IISWC 2021, Storrs, CT, USA, November 7-9, 2021, pages 74–86, 2021. IEEE
Characterizing and Mitigating the I/O Scalability Challenges for Serverless Applications [link]Paper   doi   link   bibtex  
SATORI: Efficient and Fair Resource Partitioning by Sacrificing Short-Term Benefits for Long-Term Gains\(^\mbox*\). Roy, R. B.; Patel, T.; and Tiwari, D. In 48th ACM/IEEE Annual International Symposium on Computer Architecture, ISCA 2021, Virtual Event / Valencia, Spain, June 14-18, 2021, pages 292–305, 2021. IEEE
SATORI: Efficient and Fair Resource Partitioning by Sacrificing Short-Term Benefits for Long-Term Gains\(^\mbox*\) [link]Paper   doi   link   bibtex   1 download  
Bliss: auto-tuning complex applications using a pool of diverse lightweight learning models. Roy, R. B.; Patel, T.; Gadepally, V.; and Tiwari, D. In Freund, S. N.; and Yahav, E., editor(s), PLDI '21: 42nd ACM SIGPLAN International Conference on Programming Language Design and Implementation, Virtual Event, Canada, June 20-25, 2021, pages 1280–1295, 2021. ACM
Bliss: auto-tuning complex applications using a pool of diverse lightweight learning models [link]Paper   doi   link   bibtex   4 downloads  
RIBBON: cost-effective and qos-aware deep learning model inference using a diverse pool of cloud computing instances. Li, B.; Roy, R. B.; Patel, T.; Gadepally, V.; Gettings, K.; and Tiwari, D. In de Supinski, B. R.; Hall, M. W.; and Gamblin, T., editor(s), International Conference for High Performance Computing, Networking, Storage and Analysis, SC 2021, St. Louis, Missouri, USA, November 14-19, 2021, pages 24, 2021. ACM
RIBBON: cost-effective and qos-aware deep learning model inference using a diverse pool of cloud computing instances [link]Paper   doi   link   bibtex   2 downloads  
Systematically inferring I/O performance variability by examining repetitive job behavior. Costa, E.; Patel, T.; Schwaller, B.; Brandt, J. M.; and Tiwari, D. In de Supinski, B. R.; Hall, M. W.; and Gamblin, T., editor(s), International Conference for High Performance Computing, Networking, Storage and Analysis, SC 2021, St. Louis, Missouri, USA, November 14-19, 2021, pages 33, 2021. ACM
Systematically inferring I/O performance variability by examining repetitive job behavior [link]Paper   doi   link   bibtex  
DisQ: A Novel Quantum Output State Classification Method on IBM Quantum Computers using OpenPulse. Patel, T.; and Tiwari, D. CoRR, abs/2102.01153. 2021.
DisQ: A Novel Quantum Output State Classification Method on IBM Quantum Computers using OpenPulse [link]Paper   link   bibtex   1 download  
Robust and Resource-Efficient Quantum Circuit Approximation. Patel, T.; Younis, E.; Iancu, C.; de Jong, W.; and Tiwari, D. CoRR, abs/2108.12714. 2021.
Robust and Resource-Efficient Quantum Circuit Approximation [link]Paper   link   bibtex  
  2020 (11)
Resilience and coevolution of preferential interdependent networks. Ganguly, A. R.; Mehta, T.; Patel, T.; Sundaram, R.; and Tiwari, D. Soc. Netw. Anal. Min., 10(1): 3. 2020.
Resilience and coevolution of preferential interdependent networks [link]Paper   doi   link   bibtex   4 downloads  
Uncovering Access, Reuse, and Sharing Characteristics of I/O-Intensive Files on Large-Scale Production HPC Systems. Patel, T.; Byna, S.; Lockwood, G. K.; Wright, N. J.; Carns, P. H.; Ross, R. B.; and Tiwari, D. In Noh, S. H.; and Welch, B., editor(s), 18th USENIX Conference on File and Storage Technologies, FAST 2020, Santa Clara, CA, USA, February 24-27, 2020, pages 91–101, 2020. USENIX Association
Uncovering Access, Reuse, and Sharing Characteristics of I/O-Intensive Files on Large-Scale Production HPC Systems [link]Paper   link   bibtex   1 download  
GIFT: A Coupon Based Throttle-and-Reward Mechanism for Fair and Efficient I/O Bandwidth Management on Parallel Storage Systems. Patel, T.; Garg, R.; and Tiwari, D. In Noh, S. H.; and Welch, B., editor(s), 18th USENIX Conference on File and Storage Technologies, FAST 2020, Santa Clara, CA, USA, February 24-27, 2020, pages 103–119, 2020. USENIX Association
GIFT: A Coupon Based Throttle-and-Reward Mechanism for Fair and Efficient I/O Bandwidth Management on Parallel Storage Systems [link]Paper   link   bibtex   1 download  
Making Disk Failure Predictions SMARTer!. Lu, S.; Luo, B.; Patel, T.; Yao, Y.; Tiwari, D.; and Shi, W. In Noh, S. H.; and Welch, B., editor(s), 18th USENIX Conference on File and Storage Technologies, FAST 2020, Santa Clara, CA, USA, February 24-27, 2020, pages 151–167, 2020. USENIX Association
Making Disk Failure Predictions SMARTer! [link]Paper   link   bibtex  
CLITE: Efficient and QoS-Aware Co-Location of Multiple Latency-Critical Jobs for Warehouse Scale Computers. Patel, T.; and Tiwari, D. In IEEE International Symposium on High Performance Computer Architecture, HPCA 2020, San Diego, CA, USA, February 22-26, 2020, pages 193–206, 2020. IEEE
CLITE: Efficient and QoS-Aware Co-Location of Multiple Latency-Critical Jobs for Warehouse Scale Computers [link]Paper   doi   link   bibtex   4 downloads  
DisQ: A Novel Quantum Output State Classification Method on IBM Quantum Computers using OpenPulse. Patel, T.; and Tiwari, D. In IEEE/ACM International Conference On Computer Aided Design, ICCAD 2020, San Diego, CA, USA, November 2-5, 2020, pages 139:1–139:9, 2020. IEEE
DisQ: A Novel Quantum Output State Classification Method on IBM Quantum Computers using OpenPulse [link]Paper   doi   link   bibtex   3 downloads  
What does Power Consumption Behavior of HPC Jobs Reveal? : Demystifying, Quantifying, and Predicting Power Consumption Characteristics. Patel, T.; Wagenhäuser, A.; Eibel, C.; Hönig, T.; Zeiser, T.; and Tiwari, D. In 2020 IEEE International Parallel and Distributed Processing Symposium (IPDPS), New Orleans, LA, USA, May 18-22, 2020, pages 799–809, 2020. IEEE
What does Power Consumption Behavior of HPC Jobs Reveal? : Demystifying, Quantifying, and Predicting Power Consumption Characteristics [link]Paper   doi   link   bibtex   5 downloads  
Veritas: accurately estimating the correct output on noisy intermediate-scale quantum computers. Patel, T.; and Tiwari, D. In Cuicchi, C.; Qualters, I.; and Kramer, W. T., editor(s), Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis, SC 2020, Virtual Event / Atlanta, Georgia, USA, November 9-19, 2020, pages 15, 2020. IEEE/ACM
Veritas: accurately estimating the correct output on noisy intermediate-scale quantum computers [link]Paper   doi   link   bibtex  
Experimental evaluation of NISQ quantum computers: error measurement, characterization, and implications. Patel, T.; Potharaju, A.; Li, B.; Roy, R. B.; and Tiwari, D. In Cuicchi, C.; Qualters, I.; and Kramer, W. T., editor(s), Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis, SC 2020, Virtual Event / Atlanta, Georgia, USA, November 9-19, 2020, pages 46, 2020. IEEE/ACM
Experimental evaluation of NISQ quantum computers: error measurement, characterization, and implications [link]Paper   doi   link   bibtex   5 downloads  
Job characteristics on large-scale systems: long-term analysis, quantification, and implications. Patel, T.; Liu, Z.; Kettimuthu, R.; Rich, P.; Allcock, W. E.; and Tiwari, D. In Cuicchi, C.; Qualters, I.; and Kramer, W. T., editor(s), Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis, SC 2020, Virtual Event / Atlanta, Georgia, USA, November 9-19, 2020, pages 84, 2020. IEEE/ACM
Job characteristics on large-scale systems: long-term analysis, quantification, and implications [link]Paper   doi   link   bibtex  
UREQA: Leveraging Operation-Aware Error Rates for Effective Quantum Circuit Mapping on NISQ-Era Quantum Computers. Patel, T.; Li, B.; Roy, R. B.; and Tiwari, D. In Gavrilovska, A.; and Zadok, E., editor(s), Proceedings of the 2020 USENIX Annual Technical Conference, USENIX ATC 2020, July 15-17, 2020, pages 705–711, 2020. USENIX Association
UREQA: Leveraging Operation-Aware Error Rates for Effective Quantum Circuit Mapping on NISQ-Era Quantum Computers [link]Paper   link   bibtex   4 downloads  
  2019 (3)
What does Vibration do to Your SSD?. Bhimani, J.; Patel, T.; Mi, N.; and Tiwari, D. In Proceedings of the 56th Annual Design Automation Conference 2019, DAC 2019, Las Vegas, NV, USA, June 02-06, 2019, pages 15, 2019. ACM
What does Vibration do to Your SSD? [link]Paper   doi   link   bibtex  
PERQ: Fair and Efficient Power Management of Power-Constrained Large-Scale Computing Systems. Patel, T.; and Tiwari, D. In Weissman, J. B.; Butt, A. R.; and Smirni, E., editor(s), Proceedings of the 28th International Symposium on High-Performance Parallel and Distributed Computing, HPDC 2019, Phoenix, AZ, USA, June 22-29, 2019, pages 171–182, 2019. ACM
PERQ: Fair and Efficient Power Management of Power-Constrained Large-Scale Computing Systems [link]Paper   doi   link   bibtex  
Revisiting I/O behavior in large-scale storage systems: the expected and the unexpected. Patel, T.; Byna, S.; Lockwood, G. K.; and Tiwari, D. In Taufer, M.; Balaji, P.; and Peña, A. J., editor(s), Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis, SC 2019, Denver, Colorado, USA, November 17-19, 2019, pages 65:1–65:13, 2019. ACM
Revisiting I/O behavior in large-scale storage systems: the expected and the unexpected [link]Paper   doi   link   bibtex  
  2018 (3)
Shiraz: Exploiting System Reliability and Application Resilience Characteristics to Improve Large Scale System Throughput. Garg, R.; Patel, T.; Cooperman, G.; and Tiwari, D. In 48th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, DSN 2018, Luxembourg City, Luxembourg, June 25-28, 2018, pages 83–94, 2018. IEEE Computer Society
Shiraz: Exploiting System Reliability and Application Resilience Characteristics to Improve Large Scale System Throughput [link]Paper   doi   link   bibtex  
Machine Learning Models for GPU Error Prediction in a Large Scale HPC System. Nie, B.; Xue, J.; Gupta, S.; Patel, T.; Engelmann, C.; Smirni, E.; and Tiwari, D. In 48th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, DSN 2018, Luxembourg City, Luxembourg, June 25-28, 2018, pages 95–106, 2018. IEEE Computer Society
Machine Learning Models for GPU Error Prediction in a Large Scale HPC System [link]Paper   doi   link   bibtex   2 downloads  
Understanding and Analyzing Interconnect Errors and Network Congestion on a Large Scale HPC System. Kumar, M.; Gupta, S.; Patel, T.; Wilder, M.; Shi, W.; Fu, S.; Engelmann, C.; and Tiwari, D. In 48th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, DSN 2018, Luxembourg City, Luxembourg, June 25-28, 2018, pages 107–114, 2018. IEEE Computer Society
Understanding and Analyzing Interconnect Errors and Network Congestion on a Large Scale HPC System [link]Paper   doi   link   bibtex  
  2017 (1)
Failures in large scale systems: long-term measurement, analysis, and implications. Gupta, S.; Patel, T.; Engelmann, C.; and Tiwari, D. In Mohr, B.; and Raghavan, P., editor(s), Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis, SC 2017, Denver, CO, USA, November 12 - 17, 2017, pages 44, 2017. ACM
Failures in large scale systems: long-term measurement, analysis, and implications [link]Paper   doi   link   bibtex