- Jacob R Heldenbrand, Saurabh Baheti, Matthew A. Bockol, Travis M. Drucker, Steven N. Hart, Matthew E. Hudson, Ravishankar K. Iyer, Michael Kalmbach, Katherine Irene Kendig, Eric W. Klee, Nathan R Mattson, Eric D. Wieben, Mathieu Wiepert, Derek E. Wildman
, Liudmila S. Mainzer:
Correction to: Recommendations for performance optimizations when using GATK3.8 and GATK4. BMC Bioinform. 20(1): 722 (2019) - Pascal Andreas Meinerzhagen
, Carlos Tokunaga, Andres Malavasi, Vaibhav A. Vaidya, Ashwin Mendon, Deepak Mathaikutty, Jaydeep Kulkarni
, Charles Augustine, Minki Cho
, Stephen T. Kim, George E. Matthew, Rinkle Jain, Joseph F. Ryan, Chung-Ching Peng, Somnath Paul
, Sriram R. Vangal, Brando Perez Esparza, Luis Cuellar, Michael Woodman, Bala Iyer, Subramaniam Maiyuran, Gautham N. Chinya, Xiang Zou, Yuyun Liao, Krishnan Ravichandran
, Hong Wang, Muhammad M. Khellah
, James W. Tschanz
, Vivek De
:
An Energy-Efficient Graphics Processor in 14-nm Tri-Gate CMOS Featuring Integrated Voltage Regulators for Fine-Grain DVFS, Retentive Sleep, and ${V}_{\text{MIN}}$ Optimization. IEEE J. Solid State Circuits 54(1): 144-157 (2019) - Charles Eckert, Xiaowei Wang, Jingcheng Wang, Arun Subramaniyan, Dennis Sylvester, David T. Blaauw, Reetuparna Das
, Ravi R. Iyer:
Neural Cache: Bit-Serial In-Cache Acceleration of Deep Neural Networks. IEEE Micro 39(3): 11-19 (2019) - Subho S. Banerjee
, Mohamed El-Hadedy, Jong Bin Lim, Zbigniew T. Kalbarczyk, Deming Chen, Steven S. Lumetta, Ravishankar K. Iyer
:
ASAP: Accelerated Short-Read Alignment on Programmable Hardware. IEEE Trans. Computers 68(3): 331-346 (2019) - Subho S. Banerjee
, Zbigniew T. Kalbarczyk, Ravishankar K. Iyer:
AcMC 2 : Accelerating Markov Chain Monte Carlo Algorithms for Probabilistic Models. ASPLOS 2019: 515-528 - Yogatheesan Varatharajah, Krishnakant V. Saboo, Ravishankar K. Iyer, Scott A. Przybelski, Christopher G. Schwarz, Ronald C. Petersen, Clifford R. Jack, Prashanthi Vemuri:
A Joint Model for Predicting Structural and Functional Brain Health in Elderly Individuals. BIBM 2019: 1657-1664 - Subho S. Banerjee
, James Cyriac, Saurabh Jha
, Zbigniew T. Kalbarczyk, Ravishankar K. Iyer:
Towards a Bayesian Approach for Assessing Fault Tolerance of Deep Neural Networks. DSN (Supplements) 2019: 25-26 - Saurabh Jha
, Subho S. Banerjee
, Timothy Tsai, Siva Kumar Sastry Hari, Michael B. Sullivan, Zbigniew T. Kalbarczyk, Stephen W. Keckler, Ravishankar K. Iyer:
ML-Based Fault Injection for Autonomous Vehicles: A Case for Bayesian Fault Injection. DSN 2019: 112-124 - Saurabh Jha
, Archit Patke, Jim M. Brandt, Ann C. Gentile, Mike Showerman, Eric Roman, Zbigniew T. Kalbarczyk, Bill Kramer, Ravishankar K. Iyer:
A Study of Network Congestion in Two Supercomputing High-Speed Interconnects. Hot Interconnects 2019: 45-48 - Krishnakant V. Saboo, Yogatheesan Varatharajah, Brent M. Berry
, Michael R. Sperling
, Richard J. T. Gorniak
, Kathryn A. Davis, Barbara C. Jobst, Robert E. Gross, Bradley Lega, Sameer A. Sheth, Michael J. Kahana, Michal T. Kucewicz, Gregory A. Worrell, Ravishankar K. Iyer:
A Computationally Efficient Model for Predicting Successful Memory Encoding Using Machine-Learning-based EEG Channel Selection. NER 2019: 323-327 - Phuong Cao, Yuming Wu, Subho S. Banerjee, Justin Azoff, Alexander Withers, Zbigniew T. Kalbarczyk, Ravishankar K. Iyer:
CAUDIT: Continuous Auditing of SSH Servers To Mitigate Brute-Force Attacks. NSDI 2019: 667-682 - Chander Iyer, Srinath Ravindran:
Understanding Travel from Web Queries using Domain Knowledge from Wikipedia. WWW (Companion Volume) 2019: 1212-1214 - Valerio Formicola, Saurabh Jha, Daniel Chen, Fei Deng, Amanda Bonnie, Mike Mason, Jim M. Brandt, Ann C. Gentile, Larry Kaplan, Jason Repik, Jeremy Enos
, Mike Showerman, Annette Greiner, Zbigniew Kalbarczyk, Ravishankar K. Iyer, Bill Kramer:
Understanding Fault Scenarios and Impacts through Fault Injection Experiments in Cielo. CoRR abs/1907.01019 (2019) - Saurabh Jha, Timothy Tsai, Siva Kumar Sastry Hari, Michael B. Sullivan, Zbigniew Kalbarczyk, Stephen W. Keckler, Ravishankar K. Iyer:
Kayotee: A Fault Injection-based System to Assess the Safety and Reliability of Autonomous Vehicles to Faults and Errors. CoRR abs/1907.01024 (2019) - Saurabh Jha, Subho S. Banerjee
, Timothy Tsai, Siva Kumar Sastry Hari, Michael B. Sullivan, Zbigniew T. Kalbarczyk, Stephen W. Keckler, Ravishankar K. Iyer:
ML-based Fault Injection for Autonomous Vehicles: A Case for Bayesian Fault Injection. CoRR abs/1907.01051 (2019) - Saurabh Jha, Archit Patke, Jim M. Brandt, Ann C. Gentile, Mike Showerman, Eric Roman, Zbigniew T. Kalbarczyk, William T. Kramer, Ravishankar K. Iyer:
A Study of Network Congestion in Two Supercomputing High-Speed Interconnects. CoRR abs/1907.05312 (2019) - Saurabh Jha, Shengkun Cui, Tianyin Xu, Jeremy Enos
, Mike Showerman, Mark Dalton, Zbigniew T. Kalbarczyk, William T. Kramer, Ravishankar K. Iyer:
Live Forensics for Distributed Storage Systems. CoRR abs/1907.10203 (2019) - Subho S. Banerjee
, Saurabh Jha, Ravishankar K. Iyer:
Inductive Bias-driven Reinforcement Learning For Efficient Schedules in Heterogeneous Clusters. CoRR abs/1909.02119 (2019) - 2018
- Zachary Stephens, Chen Wang, Ravishankar K. Iyer, Jean-Pierre A. Kocher:
Detection and visualization of complex structural variants from long reads. BMC Bioinform. 19-S(20): 67-77 (2018) - Saurabh Jha
, Valerio Formicola
, Catello Di Martino, Mark Dalton
, William T. Kramer, Zbigniew Kalbarczyk, Ravishankar K. Iyer
:
Resiliency of HPC Interconnects: A Case Study of Interconnect Failures and Recovery in Blue Waters. IEEE Trans. Dependable Secur. Comput. 15(6): 915-930 (2018) - Hui Lin, Adam J. Slagell, Zbigniew T. Kalbarczyk, Peter W. Sauer, Ravishankar K. Iyer:
Runtime Semantic Security Analysis to Detect and Mitigate Control-Related Attacks in Power Grids. IEEE Trans. Smart Grid 9(1): 163-178 (2018) - Zachary D. Stephens, Ravishankar K. Iyer:
Measuring the Mappability Spectrum of Reference Genome Assemblies. BCB 2018: 47-52 - Subho S. Banerjee
, Arjun P. Athreya, Zbigniew Kalbarczyk, Steven Lumetta, Ravishankar K. Iyer:
A ML-based Runtime System for Executing Dataflow Graphs on Heterogeneous Processors. SoCC 2018: 533-534 - Saurabh Jha
, Jim M. Brandt, Ann C. Gentile, Zbigniew Kalbarczyk, Ravishankar K. Iyer:
Characterizing Supercomputer Traffic Networks Through Link-Level Analysis. CLUSTER 2018: 562-570 - Subho S. Banerjee
, Saurabh Jha
, James Cyriac, Zbigniew T. Kalbarczyk, Ravishankar K. Iyer:
Hands Off the Wheel in Autonomous Vehicles?: A Systems Perspective on over a Million Miles of Field Data. DSN 2018: 586-597 - Saurabh Jha
, Subho S. Banerjee
, James Cyriac, Zbigniew T. Kalbarczyk, Ravishankar K. Iyer:
AVFI: Fault Injection for Autonomous Vehicles. DSN Workshops 2018: 55-56 - Charles Eckert, Xiaowei Wang, Jingcheng Wang, Arun Subramaniyan, Ravi R. Iyer, Dennis Sylvester, David T. Blaauw, Reetuparna Das:
Neural Cache: Bit-Serial In-Cache Acceleration of Deep Neural Networks. ISCA 2018: 383-396 - Pascal Meinerzhagen, Carlos Tokunaga, Andres Malavasi, Vaibhav A. Vaidya, Ashwin Mendon, Deepak Mathaikutty, Jaydeep Kulkarni, Charles Augustine, Minki Cho, Stephen T. Kim, George E. Matthew, Rinkle Jain, Joseph F. Ryan, Chung-Ching Peng, Somnath Paul, Sriram R. Vangal, Brando Perez Esparza, Luis Cuellar, Michael Woodman, Bala Iyer, Subramaniam Maiyuran, Gautham N. Chinya, Chris Zou, Yuyun Liao, Krishnan Ravichandran, Hong Wang, Muhammad M. Khellah
, James W. Tschanz, Vivek De:
An energy-efficient graphics processor featuring fine-grain DVFS with integrated voltage regulators, execution-unit turbo, and retentive sleep in 14nm tri-gate CMOS. ISSCC 2018: 38-40 - Subho S. Banerjee
, Mohamed El-Hadedy, Jong Bin Lim, Zbigniew T. Kalbarczyk, Deming Chen, Steven S. Lumetta, Ravishankar K. Iyer:
ASAP: Accelerated Short-Read Alignment on Programmable Hardware. CoRR abs/1803.02657 (2018) - Charles Eckert, Xiaowei Wang, Jingcheng Wang, Arun Subramaniyan, Ravi R. Iyer, Dennis Sylvester, David T. Blaauw, Reetuparna Das:
Neural Cache: Bit-Serial In-Cache Acceleration of Deep Neural Networks. CoRR abs/1805.03718 (2018)