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Ravishankar K. Iyer
Ravishankar Krishnan Iyer – Ravi K. Iyer
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- affiliation: University of Illinois at Urbana-Champaign, Center for Reliable & High Performance Computing (CRHC), IL, USA
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2020 – today
- 2022
- [j73]Zachary Stephens, Alejandro Ferrer, Lisa Boardman, Ravishankar K. Iyer, Jean-Pierre A. Kocher
:
Telogator: a method for reporting chromosome-specific telomere lengths from long reads. Bioinform. 38(7): 1788-1793 (2022) - [j72]Krishnakant V. Saboo
, Chang Hu, Yogatheesan Varatharajah
, Scott A. Przybelski, Robert I. Reid
, Christopher G. Schwarz
, Jonathan Graff-Radford, David S. Knopman
, Mary M. Machulda
, Michelle M. Mielke
, Ronald C. Petersen, Paul M. Arnold
, Gregory A. Worrell, David T. Jones
, Clifford R. Jack Jr.
, Ravishankar K. Iyer
, Prashanthi Vemuri
:
Deep learning identifies brain structures that predict cognition and explain heterogeneity in cognitive aging. NeuroImage 251: 119020 (2022) - [j71]Bentolhoda Jafary, Saurabh Jha
, Lance Fiondella
, Ravishankar K. Iyer
:
Data-Driven Application-Oriented Reliability Model of a High-Performance Computing System. IEEE Trans. Reliab. 71(2): 603-615 (2022) - [c230]Haoran Qiu, Weichao Mao, Archit Patke, Chen Wang, Hubertus Franke, Zbigniew T. Kalbarczyk, Tamer Basar, Ravishankar K. Iyer:
Reinforcement learning for resource management in multi-tenant serverless platforms. EuroMLSys@EuroSys 2022: 20-28 - [i20]Saurabh Jha, Shengkun Cui, Zbigniew Kalbarczyk, Ravishankar K. Iyer:
Watch Out for the Safety-Threatening Actors: Proactively Mitigating Safety Hazards. CoRR abs/2206.00886 (2022) - 2021
- [c229]Subho S. Banerjee, Saurabh Jha, Zbigniew Kalbarczyk, Ravishankar K. Iyer:
BayesPerf: minimizing performance monitoring errors using Bayesian statistics. ASPLOS 2021: 832-844 - [c228]Enliang Li, Subho S. Banerjee, Sitao Huang, Ravishankar K. Iyer, Deming Chen:
Improved GPU Implementations of the Pair-HMM Forward Algorithm for DNA Sequence Alignment. ICCD 2021: 299-306 - [c227]Archit Patke, Saurabh Jha, Haoran Qiu, Jim M. Brandt, Ann C. Gentile, Joe Greenseid, Zbigniew Kalbarczyk, Ravishankar K. Iyer:
Delay sensitivity-driven congestion mitigation for HPC systems. ICS 2021: 342-353 - [c226]Haoran Qiu, Saurabh Jha, Subho S. Banerjee, Archit Patke, Chen Wang, Hubertus Franke, Zbigniew T. Kalbarczyk, Ravishankar K. Iyer:
Is Function-as-a-Service a Good Fit for Latency-Critical Services? WOSC@Middleware 2021: 1-8 - [c225]Krishnakant V. Saboo, Anirudh Choudhary, Yurui Cao, Gregory A. Worrell, David T. Jones, Ravishankar K. Iyer:
Reinforcement Learning based Disease Progression Model for Alzheimer's Disease. NeurIPS 2021: 20903-20915 - [i19]Subho S. Banerjee, Saurabh Jha, Zbigniew T. Kalbarczyk, Ravishankar K. Iyer:
BayesPerf: Minimizing Performance Monitoring Errors Using Bayesian Statistics. CoRR abs/2102.10837 (2021) - [i18]Krishnakant V. Saboo, Anirudh Choudhary, Yurui Cao, Gregory A. Worrell, David T. Jones, Ravishankar K. Iyer:
Reinforcement Learning based Disease Progression Model for Alzheimer's Disease. CoRR abs/2106.16187 (2021) - [i17]Haoran Qiu, Yongzhou Chen, Tianyin Xu, Zbigniew T. Kalbarczyk, Ravishankar K. Iyer:
SLO beyond the Hardware Isolation Limits. CoRR abs/2109.11666 (2021) - [i16]Saurabh Jha, Yan Miao, Zbigniew Kalbarczyk, Ravishankar K. Iyer:
Watch out for the risky actors: Assessing risk in dynamic environments for safe driving. CoRR abs/2110.09998 (2021) - 2020
- [j70]Hui Lin
, Homa Alemzadeh, Zbigniew Kalbarczyk, Ravishankar K. Iyer
:
Challenges and Opportunities in the Detection of Safety-Critical Cyberphysical Attacks. Computer 53(3): 26-37 (2020) - [c224]Jingde Chen, Subho S. Banerjee
, Zbigniew T. Kalbarczyk, Ravishankar K. Iyer:
Machine learning for load balancing in the Linux kernel. APSys 2020: 67-74 - [c223]Saurabh Jha
, Shengkun Cui, Subho S. Banerjee
, James Cyriac, Timothy Tsai, Zbigniew Kalbarczyk, Ravishankar K. Iyer:
ML-Driven Malware that Targets AV Safety. DSN 2020: 113-124 - [c222]Rakesh Kumar, Saurabh Jha, Ashraf Mahgoub, Rajesh Kalyanam, Stephen Lien Harrell
, Xiaohui Carol Song, Zbigniew Kalbarczyk, William T. Kramer, Ravishankar K. Iyer, Saurabh Bagchi:
The Mystery of the Failing Jobs: Insights from Operational Data from Two University-Wide Computing Systems. DSN 2020: 158-171 - [c221]Yogatheesan Varatharajah, Brent M. Berry, Boney Joseph
, Irena Balzekas, Václav Kremen
, Benjamin H. Brinkmann, Gregory A. Worrell, Ravishankar K. Iyer:
Electrophysiological Correlates of Brain Health Help Diagnose Epilepsy and Lateralize Seizure Focus. EMBC 2020: 3460-3464 - [c220]Subho S. Banerjee, Saurabh Jha
, Zbigniew Kalbarczyk, Ravishankar K. Iyer:
Inductive-bias-driven Reinforcement Learning For Efficient Schedules in Heterogeneous Clusters. ICML 2020: 629-641 - [c219]Krishnakant V. Saboo, Chang Hu, Yogatheesan Varatharajah, Prashanthi Vemuri, Ravishankar K. Iyer:
Predicting Longitudinal Cognitive Scores Using Baseline Imaging and Clinical Variables. ISBI 2020: 1326-1330 - [c218]Guanpeng Li, Yiran Li, Saurabh Jha
, Timothy Tsai, Michael B. Sullivan, Siva Kumar Sastry Hari, Zbigniew Kalbarczyk, Ravishankar K. Iyer:
AV-FUZZER: Finding Safety Violations in Autonomous Driving Systems. ISSRE 2020: 25-36 - [c217]Saurabh Jha
, Archit Patke, Jim M. Brandt, Ann C. Gentile, Benjamin Lim, Mike Showerman, Greg Bauer, Larry Kaplan, Zbigniew Kalbarczyk, William Kramer, Ravi K. Iyer:
Measuring Congestion in High-Performance Datacenter Interconnects. NSDI 2020: 37-57 - [c216]Haoran Qiu, Subho S. Banerjee, Saurabh Jha
, Zbigniew T. Kalbarczyk, Ravishankar K. Iyer:
FIRM: An Intelligent Fine-grained Resource Management Framework for SLO-Oriented Microservices. OSDI 2020: 805-825 - [c215]Yogatheesan Varatharajah, Haotian Chen, Andrew Trotter, Ravishankar K. Iyer:
A Dynamic Human-in-the-loop Recommender System for Evidence-based Clinical Staging of COVID-19. HealthRecSys@RecSys 2020: 21-22 - [c214]Saurabh Jha
, Shengkun Cui, Subho S. Banerjee, Tianyin Xu, Jeremy Enos, Mike Showerman, Zbigniew T. Kalbarczyk, Ravishankar K. Iyer:
Live forensics for HPC systems: a case study on distributed storage systems. SC 2020: 65 - [i15]Saurabh Jha, Shengkun Cui, Subho S. Banerjee
, Timothy Tsai, Zbigniew Kalbarczyk, Ravishankar K. Iyer:
ML-driven Malware that Targets AV Safety. CoRR abs/2004.13004 (2020) - [i14]Haoran Qiu, Subho S. Banerjee, Saurabh Jha, Zbigniew T. Kalbarczyk, Ravishankar K. Iyer:
FIRM: An Intelligent Fine-Grained Resource Management Framework for SLO-Oriented Microservices. CoRR abs/2008.08509 (2020) - [i13]Archit Patke, Saurabh Jha, Haoran Qiu, Jim M. Brandt, Ann C. Gentile, Joe Greenseid, Zbigniew Kalbarczyk, Ravishankar K. Iyer:
Application-aware Congestion Mitigation forHigh-Performance Computing Systems. CoRR abs/2012.07755 (2020)
2010 – 2019
- 2019
- [j69]Jacob R Heldenbrand, Saurabh Baheti, Matthew A. Bockol, Travis M. Drucker, Steven N. Hart, Matthew E. Hudson, Ravishankar K. Iyer, Michael Kalmbach, Katherine I Kendig, Eric W. Klee, Nathan R Mattson, Eric D. Wieben, Mathieu Wiepert, Derek E. Wildman
, Liudmila S. Mainzer
:
Recommendations for performance optimizations when using GATK3.8 and GATK4. BMC Bioinform. 20(1): 557:1-557:9 (2019) - [j68]Jacob R Heldenbrand, Saurabh Baheti, Matthew A. Bockol, Travis M. Drucker, Steven N. Hart, Matthew E. Hudson, Ravishankar K. Iyer, Michael Kalmbach, Katherine I 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) - [j67]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) - [j66]Hui Lin
, Zbigniew T. Kalbarczyk, Ravishankar K. Iyer
:
RAINCOAT: Randomization of Network Communication in Power Grid Cyber Infrastructure to Mislead Attackers. IEEE Trans. Smart Grid 10(5): 4893-4906 (2019) - [c213]Subho S. Banerjee
, Zbigniew T. Kalbarczyk, Ravishankar K. Iyer:
AcMC 2 : Accelerating Markov Chain Monte Carlo Algorithms for Probabilistic Models. ASPLOS 2019: 515-528 - [c212]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 - [c211]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 - [c210]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 - [c209]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 - [c208]Key-whan Chung, Phuong Cao, Yuming Wu, Zbigniew T. Kalbarczyk, Ravishankar K. Iyer, Alexander Withers:
TRACTION: an infrastructure for trusted alert sharing and collaborative mitigation. HotSoS 2019: 27:1-27:2 - [c207]Key-whan Chung, Zbigniew T. Kalbarczyk, Ravishankar K. Iyer:
Availability attacks on computing systems through alteration of environmental control: smart malware approach. ICCPS 2019: 1-12 - [c206]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 - [c205]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 - [c204]Key-whan Chung, Xiao Li, Peicheng Tang, Zeran Zhu, Zbigniew T. Kalbarczyk, Ravishankar K. Iyer, Thenkurussi Kesavadas:
Smart Malware that Uses Leaked Control Data of Robotic Applications: The Case of Raven-II Surgical Robots. RAID 2019: 337-351 - [i12]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) - [i11]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) - [i10]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) - [i9]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) - [i8]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) - [i7]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
- [j65]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) - [j64]Arjun P. Athreya, Ravishankar K. Iyer, Drew Neavin, Liewei Wang, Richard M. Weinshilboum, Rima Kaddurah-Daouk
, A. John Rush, Mark A. Frye, William V. Bobo:
Augmentation of Physician Assessments with Multi-Omics Enhances Predictability of Drug Response: A Case Study of Major Depressive Disorder. IEEE Comput. Intell. Mag. 13(3): 20-31 (2018) - [j63]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) - [j62]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) - [j61]Hui Lin, Chen Chen
, Jianhui Wang, Junjian Qi
, Dong Jin
, Zbigniew T. Kalbarczyk, Ravishankar K. Iyer:
Self-Healing Attack-Resilient PMU Network for Power System Operation. IEEE Trans. Smart Grid 9(3): 1551-1565 (2018) - [c203]Zachary D. Stephens, Ravishankar K. Iyer:
Measuring the Mappability Spectrum of Reference Genome Assemblies. BCB 2018: 47-52 - [c202]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 - [c201]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 - [c200]Saurabh Jha
, Subho S. Banerjee
, James Cyriac, Zbigniew T. Kalbarczyk, Ravishankar K. Iyer:
AVFI: Fault Injection for Autonomous Vehicles. DSN Workshops 2018: 55-56 - [c199]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 - [c198]Key-whan Chung, Zbigniew T. Kalbarczyk, Ravishankar K. Iyer:
Indirect cyber attacks by perturbation of environment control: a data driven attack model: poster. HotSoS 2018: 21:1 - [c197]Hui Lin, Zbigniew Kalbarczyk, Ravishankar K. Iyer:
Impact of Malicious SCADA Commands on Power Grids' Dynamic Responses. SmartGridComm 2018: 1-7 - [i6]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) - [i5]Yogatheesan Varatharajah, Brent M. Berry, Sanmi Koyejo, Ravishankar K. Iyer:
A Contextual-bandit-based Approach for Informed Decision-making in Clinical Trials. CoRR abs/1809.00258 (2018) - [i4]Yogatheesan Varatharajah, Brent M. Berry, Jan Cimbalnik, Václav Kremen, Jamie Van Gompel, Matt Stead, Benjamin H. Brinkmann, Ravishankar K. Iyer, Gregory A. Worrell:
Integrating Artificial Intelligence with Real-time Intracranial EEG Monitoring to Automate Interictal Identification of Seizure Onset Zones in Focal Epilepsy. CoRR abs/1812.06234 (2018) - 2017
- [j60]Yogatheesan Varatharajah, Ravishankar K. Iyer, Brent M. Berry, Gregory A. Worrell, Benjamin H. Brinkmann
:
Seizure Forecasting and the Preictal State in Canine Epilepsy. Int. J. Neural Syst. 27(1): 1650046:1-1650046:12 (2017) - [j59]Rui Tan
, Hoang Hai Nguyen, Yi Shyh Eddy Foo
, David K. Y. Yau, Zbigniew Kalbarczyk, Ravishankar K. Iyer, Hoay Beng Gooi
:
Modeling and Mitigating Impact of False Data Injection Attacks on Automatic Generation Control. IEEE Trans. Inf. Forensics Secur. 12(7): 1609-1624 (2017) - [j58]Cuong Pham, Long Wang, Byung-Chul Tak
, Salman Baset, Chunqiang Tang, Zbigniew T. Kalbarczyk, Ravishankar K. Iyer:
Failure Diagnosis for Distributed Systems Using Targeted Fault Injection. IEEE Trans. Parallel Distributed Syst. 28(2): 503-516 (2017) - [j57]Catello Di Martino, Santonu Sarkar, Rajeshwari Ganesan, Zbigniew T. Kalbarczyk, Ravishankar K. Iyer:
Analysis and Diagnosis of SLA Violations in a Production SaaS Cloud. IEEE Trans. Reliab. 66(1): 54-75 (2017) - [c196]Zachary D. Stephens, Ravishankar K. Iyer, Chen Wang, Jean-Pierre A. Kocher:
Unraveling complex local genomic rearrangements from long-read data. BIBM 2017: 181-187 - [c195]Arjun P. Athreya, Subho S. Banerjee
, Drew Neavin, Rima Kaddurah-Daouk
, A. John Rush, Mark A. Frye, Liewei Wang, Richard M. Weinshilboum, William V. Bobo, Ravishankar K. Iyer:
Data-driven longitudinal modeling and prediction of symptom dynamics in major depressive disorder: Integrating factor graphs and learning methods. CIBCB 2017: 1-9 - [c194]Saurabh Jha
, Jim M. Brandt, Ann C. Gentile, Zbigniew Kalbarczyk, Gregory H. Bauer
, Jeremy Enos
, Michael T. Showerman, Larry Kaplan, Brett M. Bode
, Annette Greiner
, Amanda Bonnie, Mike Mason, Ravishankar K. Iyer, William Kramer:
Holistic Measurement-Driven System Assessment. CLUSTER 2017: 797-800 - [c193]Arjun P. Athreya, Don Armstrong, William Gundling, Derek E. Wildman
, Zbigniew T. Kalbarczyk, Ravishankar K. Iyer:
Prediction of adenocarcinoma development using game theory. EMBC 2017: 1668-1671 - [c192]Subho S. Banerjee, Mohamed El-Hadedy, Jong Bin Lim, Daniel Chen, Zbigniew T. Kalbarczyk, Deming Chen, Ravishankar K. Iyer:
ASAP: Accelerated Short Read Alignment on Programmable Hardware (Abstract Only). FPGA 2017: 293-294 - [c191]Subho S. Banerjee
, Mohamed El-Hadedy, Ching Y. Tan, Zbigniew T. Kalbarczyk, Steven S. Lumetta, Ravishankar K. Iyer:
On accelerating pair-HMM computations in programmable hardware. FPL 2017: 1-8 - [c190]Read Sprabery, Zachary John Estrada, Zbigniew T. Kalbarczyk, Ravishankar K. Iyer, Rakesh B. Bobba
, Roy H. Campbell:
Trustworthy Services Built on Event-Based Probing for Layered Defense. IC2E 2017: 215-225 - [c189]Yogatheesan Varatharajah, Brent M. Berry, Zbigniew T. Kalbarczyk, Benjamin H. Brinkmann
, Gregory A. Worrell, Ravishankar K. Iyer:
Inter-ictal Seizure Onset Zone localization using unsupervised clustering and Bayesian Filtering. NER 2017: 533-539 - [c188]Yogatheesan Varatharajah, Min Jin Chong, Krishnakant V. Saboo, Brent M. Berry, Benjamin H. Brinkmann, Gregory A. Worrell, Ravishankar K. Iyer:
EEG-GRAPH: A Factor-Graph-Based Model for Capturing Spatial, Temporal, and Observational Relationships in Electroencephalograms. NIPS 2017: 5371-5380 - [c187]Bernard Lim, Daniel Chen, Yongkyu An, Zbigniew Kalbarczyk, Ravishankar K. Iyer:
Attack Induced Common-Mode Failures on PLC-Based Safety System in a Nuclear Power Plant: Practical Experience Report. PRDC 2017: 205-210 - [c186]Shuo Chen, Matt McCutchen, Phuong Cao, Shaz Qadeer, Ravishankar K. Iyer:
SVAuth - A Single-Sign-On Integration Solution with Runtime Verification. RV 2017: 349-358 - [c185]Zachary John Estrada, Read Sprabery, Lok K. Yan, Zhongzhi Yu, Roy H. Campbell, Zbigniew T. Kalbarczyk, Ravishankar K. Iyer:
Using OS Design Patterns to Provide Reliability and Security as-a-Service for VM-based Clouds. VEE 2017: 157-170 - 2016
- [c184]Arjun P. Athreya, Kee Yuan Ngiam
, Zhaojing Luo, E. Shyong Tai
, Zbigniew Kalbarczyk, Ravishankar K. Iyer:
Towards longitudinal analysis of a population's electronic health records using factor graphs. BDCAT 2016: 79-86 - [c183]Arjun P. Athreya, Alan J. Gaglio, Zbigniew T. Kalbarczyk, Ravishankar K. Iyer, Junmei Cairns, Krishna R. Kalari
, Richard M. Weinshilboum, Liewei Wang:
Unsupervised single-cell analysis in triple-negative breast cancer: A case study. BIBM 2016: 556-563 - [c182]Uttam Ghosh
, Xinshu Dong, Rui Tan, Zbigniew Kalbarczyk, David K. Y. Yau, Ravishankar K. Iyer:
A Simulation Study on Smart Grid Resilience under Software-Defined Networking Controller Failures. CPSS@AsiaCCS 2016: 52-58 - [c181]Key-whan Chung, Valerio Formicola
, Zbigniew T. Kalbarczyk, Ravishankar K. Iyer, Alexander Withers, Adam J. Slagell:
Attacking supercomputers through targeted alteration of environmental control: A data driven case study. CNS 2016: 406-410 - [c180]Homa Alemzadeh
, Daniel Chen, Xiao Li, Thenkurussi Kesavadas, Zbigniew T. Kalbarczyk, Ravishankar K. Iyer:
Targeted Attacks on Teleoperated Surgical Robots: Dynamic Model-Based Detection and Mitigation. DSN 2016: 395-406 - [c179]Varun Badrinath Krishna, Kiryung Lee, Gabriel A. Weaver, Ravishankar K. Iyer, William H. Sanders:
F-DETA: A Framework for Detecting Electricity Theft Attacks in Smart Grids. DSN 2016: 407-418 - [c178]Key-whan Chung, Charles A. Kamhoua, Kevin A. Kwiat, Zbigniew T. Kalbarczyk, Ravishankar K. Iyer:
Game Theory with Learning for Cyber Security Monitoring. HASE 2016: 1-8 - [c177]Phuong Cao, Eric C. Badger, Zbigniew T. Kalbarczyk, Ravishankar K. Iyer:
A framework for generation, replay, and analysis of real-world attack variants. HotSoS 2016: 28-37 - [c176]Hui Lin, Homa Alemzadeh, Daniel Chen, Zbigniew Kalbarczyk, Ravishankar K. Iyer:
Safety-critical cyber-physical attacks: analysis, detection, and mitigation. HotSoS 2016: 82-89 - [c175]Subho S. Banerjee
, Arjun P. Athreya, Liudmila S. Mainzer, C. Victor Jongeneel, Wen-mei W. Hwu, Zbigniew T. Kalbarczyk, Ravishankar K. Iyer:
Efficient and Scalable Workflows for Genomic Analyses. DIDC@HPDC 2016: 27-36 - [c174]Rui Tan, Hoang Hai Nguyen, Yi Shyh Eddy Foo
, Xinshu Dong, David K. Y. Yau, Zbigniew T. Kalbarczyk, Ravishankar K. Iyer, Hoay Beng Gooi
:
Optimal False Data Injection Attack against Automatic Generation Control in Power Grids. ICCPS 2016: 2:1-2:10 - [c173]Xiao Li, Homa Alemzadeh
, Daniel Chen, Zbigniew T. Kalbarczyk, Ravishankar K. Iyer, Thenkurussi Kesavadas:
A hardware-in-the-loop simulator for safety training in robotic surgery. IROS 2016: 5291-5296 - [c172]Zhihao Hong, Zbigniew T. Kalbarczyk, Ravishankar K. Iyer:
A Data-Driven Approach to Soil Moisture Collection and Prediction. SMARTCOMP 2016: 1-6 - 2015
- [j56]Zachary John Estrada, Fei Deng, Zachary Stephens, Cuong Manh Pham, Zbigniew T. Kalbarczyk, Ravishankar K. Iyer:
Performance Comparison and Tuning of Virtual Machines For Sequence Alignment Software. Scalable Comput. Pract. Exp. 16(1) (2015) - [j55]Long Wang, Zbigniew Kalbarczyk, Ravishankar K. Iyer, Arun Iyengar:
VM-μCheckpoint: Design, Modeling, and Assessment of Lightweight In-Memory VM Checkpointing. IEEE Trans. Dependable Secur. Comput. 12(2): 243-255 (2015) - [c171]Xinshu Dong, Hui Lin, Rui Tan, Ravishankar K. Iyer, Zbigniew T. Kalbarczyk:
Software-Defined Networking for Smart Grid Resilience: Opportunities and Challenges. CPSS@ASIACSS 2015: 61-68 - [c170]Ravishankar K. Iyer:
Resilience of Medical Devices and Systems. CPSS@ASIACSS 2015: 105 - [c169]Varun Badrinath Krishna, Ravishankar K. Iyer, William H. Sanders:
ARIMA-Based Modeling and Validation of Consumption Readings in Power Grids. CRITIS 2015: 199-210 - [c168]Catello Di Martino, William Kramer, Zbigniew Kalbarczyk, Ravishankar K. Iyer:
Measuring and Understanding Extreme-Scale Application Resilience: A Field Study of 5, 000, 000 HPC Application Runs. DSN 2015: 25-36 - [c167]Zachary Estrada, Cuong Manh Pham, Fei Deng, Lok K. Yan, Zbigniew T. Kalbarczyk, Ravishankar K. Iyer:
Dynamic VM Dependability Monitoring Using Hypervisor Probes. EDCC 2015: 61-72 - [c166]Phuong Cao, Eric C. Badger, Zbigniew T. Kalbarczyk, Ravishankar K. Iyer, Adam J. Slagell:
Preemptive intrusion detection: theoretical framework and real-world measurements. HotSoS 2015: 5:1-5:12 - [c165]Phuong Cao, Eric C. Badger, Zbigniew T. Kalbarczyk, Ravishankar K. Iyer, Alexander Withers, Adam J. Slagell:
Towards an unified security testbed and security analytics framework. HotSoS 2015: 24:1-24:2 - [c164]Catello Di Martino, Saurabh Jha
, William Kramer, Zbigniew T. Kalbarczyk, Ravishankar K. Iyer:
LogDiver: A Tool for Measuring Resilience of Extreme-Scale Systems and Applications. FTXS@HPDC 2015: 11-18 - [c163]Jacob A. Abraham, Ravishankar K. Iyer, Dimitris Gizopoulos, Dan Alexandrescu, Yervant Zorian:
The future of fault tolerant computing. IOLTS 2015: 108-109 - [c162]Qingkun Li, Homa Alemzadeh
, Zbigniew Kalbarczyk, Ravishankar K. Iyer:
A fault-tolerant hardware architecture for robust wearable heart rate monitoring. PervasiveHealth 2015: 185-192 - [c161]Homa Alemzadeh
, Daniel Chen, Andrew Lewis, Zbigniew T. Kalbarczyk, Jaishankar Raman, Nancy Leveson, Ravishankar K. Iyer:
Systems-Theoretic Safety Assessment of Robotic Telesurgical Systems. SAFECOMP 2015: 213-227 - [c160]Gary Wang, Zachary John Estrada, Cuong Manh Pham, Zbigniew T. Kalbarczyk, Ravishankar K. Iyer:
Hypervisor Introspection: A Technique for Evading Passive Virtual Machine Monitoring. WOOT 2015 - [i3]Homa Alemzadeh, Daniel Chen, Andrew Lewis, Zbigniew Kalbarczyk, Ravishankar K. Iyer:
Systems-theoretic Safety Assessment of Robotic Telesurgical Systems. CoRR abs/1504.07135 (2015) - [i2]Homa Alemzadeh, Ravishankar K. Iyer, Zbigniew T. Kalbarczyk, Nancy Leveson, Jai Raman:
Adverse Events in Robotic Surgery: A Retrospective Study of 14 Years of FDA Data. CoRR abs/1507.03518 (2015) - 2014