Devesh Tiwari

Best Publications

• Understanding GPU errors on large-scale HPC systems and the implications for system design and operation

  Devesh Tiwari;Saurabh Gupta;James Rogers;Don Maxwell

  206
  Citations

• Active flash: towards energy-efficient, in-situ data analytics on extreme-scale machines

  Devesh Tiwari;Simona Boboila;Sudharshan S. Vazhkudai;Youngjae Kim

  151
  Citations

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

  Unknown

  134
  Citations

• From Words to Watts: Benchmarking the Energy Costs of Large Language Model Inference

  Unknown

  128
  Citations

• IceBreaker: warming serverless functions better with heterogeneity

  Unknown

  127
  Citations

• Failures in large scale systems

  Unknown

  121
  Citations

• A large-scale study of soft-errors on GPUs in the field

  Bin Nie;Devesh Tiwari;Saurabh Gupta;Evgenia Smirni

  105
  Citations

• Lazy Checkpointing: Exploiting Temporal Locality in Failures to Mitigate Checkpointing Overheads on Extreme-Scale Systems

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  86
  Citations

• Reliability lessons learned from GPU experience with the Titan supercomputer at Oak Ridge leadership computing facility

  Unknown

  86
  Citations

• Exploring Potential for Non-Disruptive Vertical Auto Scaling and Resource Estimation in Kubernetes

  Unknown

  72
  Citations

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

  Bin Nie;Ji Xue;Saurabh Gupta;Tirthak Patel

  69
  Citations

• Understanding and Exploiting Spatial Properties of System Failures on Extreme-Scale HPC Systems

  Unknown

  65
  Citations

• Characterizing Temperature, Power, and Soft-Error Behaviors in Data Center Systems: Insights, Challenges, and Opportunities

  Bin Nie;Ji Xue;Saurabh Gupta;Christian Engelmann

  59
  Citations

• Great Power, Great Responsibility: Recommendations for Reducing Energy for Training Language Models

  Unknown

  57
  Citations

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

  Unknown

  52
  Citations

• Measuring and Managing Answer Quality for Online Data-Intensive Services

  Jaimie Kelley;Christopher Stewart;Nathaniel Morris;Devesh Tiwari

  52
  Citations

• Toward Sustainable HPC: Carbon Footprint Estimation and Environmental Implications of HPC Systems

  Unknown

  50
  Citations

• Job Characteristics on Large-Scale Systems: Long-Term Analysis, Quantification, and Implications

  Unknown

  45
  Citations

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

  Unknown

  44
  Citations

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

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

  42
  Citations