Search Results - "Patel, Tirthak"

CLITE: Efficient and QoS-Aware Co-Location of Multiple Latency-Critical Jobs for Warehouse Scale Computers by Patel, Tirthak, Tiwari, Devesh

“…Large-scale data centers run latency-critical jobs with quality-of-service (QoS) requirements, and throughput-oriented background jobs, which need to achieve…”
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DisQ: A Novel Quantum Output State Classification Method on IBM Quantum Computers using OpenPulse by Patel, Tirthak, Tiwari, Devesh

“…Superconducting quantum computing technology has ushered in a new era of computational possibilities. While a considerable research effort has been geared…”
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Invited: Building Robust Quantum System Software for Technology-Specific Characteristics by Patel, Tirthak, Tiwari, Devesh

“…This paper discusses the various technologies used for quantum computing and highlights the need for compiler and software stack solutions that are portable…”
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Robust System Software for Quantum Computing by Patel, Tirthak

“…Despite rapid progress in quantum computing in the last decade, the limited usability of quantum computers remains a major roadblock toward its wider adoption…”
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SATORI: Efficient and Fair Resource Partitioning by Sacrificing Short-Term Benefits for Long-Term Gains by Roy, Rohan Basu, Patel, Tirthak, Tiwari, Devesh

“…Multi-core architectures have enabled data centers to increasingly co-locate multiple jobs to improve resource utilization and lower the operational cost…”
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OPTIC: A Practical Quantum Binary Classifier for Near-Term Quantum Computers by Patel, Tirthak, Silver, Daniel, Tiwari, Devesh

“…Quantum computers can theoretically speed up optimization workloads such as variational machine learning and classification workloads over classical computers…”
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Machine Learning Models for GPU Error Prediction in a Large Scale HPC System by Nie, Bin, Xue, Ji, Gupta, Saurabh, Patel, Tirthak, Engelmann, Christian, Smirni, Evgenia, Tiwari, Devesh

“…GPUs are widely deployed on large-scale HPC systems to provide powerful computational capability for scientific applications from various domains. As those…”
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Study of interconnect errors, network congestion, and applications characteristics for throttle prediction on a large scale HPC system by Kumar, Mohit, Gupta, Saurabh, Patel, Tirthak, Wilder, Michael, Shi, Weisong, Fu, Song, Engelmann, Christian, Tiwari, Devesh

“…Today’s High Performance Computing (HPC) systems contain thousand of nodes which work together to provide performance in the order of petaflops. The…”
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Resilience and coevolution of preferential interdependent networks by Ganguly, Auroop, Mehta, Tanay, Patel, Tirthak, Sundaram, Ravi, Tiwari, Devesh

“…We propose a new model for the study of resilience of coevolving multiplex scale-free networks. Our network model, called preferential interdependent networks…”
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Examining Failures and Repairs on Supercomputers with Multi-GPU Compute Nodes by Taherin, Amir, Patel, Tirthak, Georgakoudis, Giorgis, Laguna, Ignacio, Tiwari, Devesh

“…Understanding the reliability characteristics of supercomputers has been a key focus of the HPC and dependability communities. However, there is no current…”
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What does Inter-Cluster Job Submission and Execution Behavior Reveal to Us? by Patel, Tirthak, Tiwari, Devesh, Kettimuthu, Raj, Allcock, William, Rich, Paul, Liu, Zhengchun

“…Modern High Performing Computing (HPC) facil-ities have multiple computing clusters that serve different pur-poses. These include large-scale computing…”
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Shiraz: Exploiting System Reliability and Application Resilience Characteristics to Improve Large Scale System Throughput by Garg, Rohan, Patel, Tirthak, Cooperman, Gene, Tiwari, Devesh

“…Large-scale applications rely on resilience mechanisms such as checkpoint-restart to make forward progress in the presence of failures. Unfortunately, this…”
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Parallax: A Compiler for Neutral Atom Quantum Computers under Hardware Constraints by Ludmir, Jason, Patel, Tirthak

“…Among different quantum computing technologies, neutral atom quantum computers have several advantageous features, such as multi-qubit gates,…”
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Operating Liquid-Cooled Large-Scale Systems: Long-Term Monitoring, Reliability Analysis, and Efficiency Measures by Roy, Rohan Basu, Patel, Tirthak, Kettimuthu, Raj, Allcock, William, Rich, Paul, Scovel, Adam, Tiwari, Devesh

“…The past decade has seen a rise in the use of liquid cooling due to its energy efficiency. While many previous works have helped make progress toward improving…”
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What does Vibration do to Your SSD? by Bhimani, Janki, Patel, Tirthak, Mi, Ningfang, Tiwari, Devesh

“…Vibration generated in modern computing environments such as autonomous vehicles, edge computing infrastructure, and data center systems is an increasing…”
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VERITAS: Accurately Estimating the Correct Output on Noisy Intermediate-Scale Quantum Computers by Patel, Tirthak, Tiwari, Devesh

“…Noisy Intermediate-Scale Quantum (NISQ) machines are being increasingly used to develop quantum algorithms and establish use cases for quantum computing…”
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Understanding and Analyzing Interconnect Errors and Network Congestion on a Large Scale HPC System by Kumar, Mohit, Gupta, Saurabh, Patel, Tirthak, Wilder, Michael, Shi, Weisong, Fu, Song, Engelmann, Christian, Tiwari, Devesh

“…Today's High Performance Computing (HPC) systems are capable of delivering performance in the order of petaflops due to the fast computing devices, network…”
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AI-Enabling Workloads on Large-Scale GPU-Accelerated System: Characterization, Opportunities, and Implications by Li, Baolin, Arora, Rohin, Samsi, Siddharth, Patel, Tirthak, Arcand, William, Bestor, David, Byun, Chansup, Roy, Rohan Basu, Bergeron, Bill, Holodnak, John, Houle, Michael, Hubbell, Matthew, Jones, Michael, Kepner, Jeremy, Klein, Anna, Michaleas, Peter, McDonald, Joseph, Milechin, Lauren, Mullen, Julie, Prout, Andrew, Price, Benjamin, Reuther, Albert, Rosa, Antonio, Weiss, Matthew, Yee, Charles, Edelman, Daniel, Vanterpool, Allan, Cheng, Anson, Gadepally, Vijay, Tiwari, Devesh

“…Production high-performance computing (HPC) systems are adopting and integrating GPUs into their design to accommodate artificial intelligence (AI), machine…”
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Failures in large scale systems: long-term measurement, analysis, and implications by Gupta, Saurabh, Patel, Tirthak, Engelmann, Christian, Tiwari, Devesh

“…Resilience is one of the key challenges in maintaining high efficiency of future extreme scale supercomputers. Researchers and system practitioners rely on…”
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Qompose: A Technique to Select Optimal Algorithm- Specific Layout for Neutral Atom Quantum Architectures by Silver, Daniel, Patel, Tirthak, Tiwari, Devesh

“…As quantum computing architecture matures, it is important to investigate new technologies that lend unique advantages. In this work, we propose, Qompose, a…”
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