Faculty

Institution

Unit

Venue

Ravishankar K Iyer

Professor

UIUC

Affiliations

The Grainger College of Engineering

Department of Electrical and Computer Engineering

Electrical & Computer Engineering

Ravishankar K Iyer is currently serving as an Electrical And Computer Engineering Professor at Uiuc.

Honors

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Experiences

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Education

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Ravishankar K Iyer

UIUC

Professor

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computer science computer engineering systems engineering reliability engineering system safety software analysis computer architecture system software high performance computer architecture software engineering computer security operating systems distributed systems information security fault injection data security fault tolerance program analysis reliability biomedical imaging software testing microarchitecture data science optical imaging communication security failure detection fault analysis networked system design parallel programming dependability analysis biomedical photonics biomedical informatics dependable system architecture software maintenance hardware reliability system reliability biomedical optics software security fault recovery novel imaging methods control system security dependability modelling smart grid eeg signal processing optical coherence tomography fault-tolerant network vlsi circuit fault management scada security software reliability testing runtime verification virtualization support smart grid security static program analysis virtual machines failure analysis intrusion detection systems neuroinformatics operating system security neurophysiological biomarkers error detection blue waters fault propagation fault dictionaries sift environment threshold cryptography smart malware robotic surgery security engine loose synchronization algorithm error detectors fpga platform human genome software problems control flow transparent runtime randomization ai reliability security validation cyber-physical systems artificial intelligence ai safety cyber security engineering machine learning trustworthy ai

Notable Scholarly Works

Notable Federal Grants

Collaborators

Assessment of a Deep Learning Model Trained on Permanent Pathology for the Classification of Squamous Cell Carcinoma in Mohs Frozen Sections: Lessons Learned. Dermatologic Surgery (2025)

Jorge A. Rios-DuarteAnirudh ChoudharyShams NassirMiranda YousifAlysia HughesJacob A. KechterRavishankar K. IyerZachary Leibovit-ReibenAlyssa StockardAaron R. MangoldNahid Y. Vidal

diagnosispermanent pathologymedical image computinganatomical pathologymachine learning modelssurgical pathologybiomedical informaticsoncologysurgerysquamous cell carcinomaradiation oncologyradiologycomputer-aided diagnosisdeep learning modelmachine learning researchmachine learningdigital pathologydigital medicinedeep learningneural network (machine learning)

Characterizing Modern GPU Resilience and Impact in Hpc Systems: A Case Study of A100 Gpus. (2025)

Shengkun CuiArchit PatkeZiheng ChenAditya RanjanHung NguyenPhuong CaoBrett BodeGregory BauerSaurabh JhaChandra NarayanaswamiDaby SowCatello Di MartinoZbigniew T. KalbarczykRavishankar K. Iyer

gpu architecturehpc systemsmodern gpu resiliencehigh performance computer architecturecomputer architecturecomputer sciencea100 gpusgpu benchmarkingcomputer engineeringparallel computingmicroarchitecturegpu computinggpu cluster

Dependable Classical-Quantum Computing Systems Engineering. Frontiers in Computer Science (2025)

Edoardo GiustoSantiago Núñez-CorralesKaitlin N. SmithPhuong CaoEd YounisPaolo RechFlavio VellaBetis BaheriAlessandro CilardoBartolomeo MontrucchioWeiwen JiangShuai XuSamudra DasguptaRavishankar K. IyerTravis S. Humble

distributed systemsquantum securityhybrid paradigmsystems engineeringquantum promisesscalabilityhigh performance computer architecturecomputer architecturecomputer sciencequantum computingcomputer engineeringquantum algorithmsquantum information sciencequantum sciencequantum engineering

Hierarchical Autoscaling for Large Language Model Serving With Chiron. arXiv (Cornell University) (2025)

Patke, ArchitReddy, DhemathJha, SaurabhNarayanaswami, ChandraKalbarczyk, ZbigniewIyer, Ravishankar

cluster computingauto-scalingdistributed systemscloud computinglarge language modelshigh performance computer architectureperformance scalabilityhierarchical backpressurescalable computingcomputer sciencecomputer engineeringparallel computingscalabilityhierarchical autoscaling

Page Migration for Hardware Memory Disaggregation Across a Network. (2025)

Archit PatkeChristian PintoSaurabh JhaHaoran QiuZbigniew KalbarczykRavishankar K. Iyer

networked system designhigh performance computer architecturememory architecturescomputer architecturevirtual memorycomputer sciencemulti-channel memory architecturecomputer engineeringmicroarchitecturepage migration

726 Weakly Supervised Skin Cancer Grading Using Rank-Aware Contextual Reasoning (Racr) on Whole Slide Images. Journal of Investigative Dermatology (2024)

A. ChoudharyA. HwangJ. KechterK. SabooS. NassirM. YousifE. OgbauduB. BoudreauxP. BhullarN. ComfereD. DiCaudoS. NelsonE. JohnsonL. SwansonD. MurphreeA.R. MangoldR. Iyer

biomedical informaticsdeep learningrank-aware contextual reasoningskin cancermedical image computingdermatologymachine learningdata sciencedermoscopic imageimage classificationartificial intelligenceimage analysisdigital pathologywhole slide imagescomputer vision

Analog Multiplexing of a Laser Clock and Computational Photon Counting for Fast Fluorescence Lifetime Imaging Microscopy. Biomedical Optics Express (2024)

Rishyashring R IyerJanet E SorrellsKevin K D TanLingxiao YangGeng WangHaohua TuStephen A Boppart

biophysicsoptical imaginglight sciencefluorescence spectroscopybiomedical imaginganalog multiplexinglaser clockfluorescencebiological imagingcomputational imagingbiomedical photonicsbiomedical engineeringnovel imaging methodsbiophotonicsfast flim

Bichromatic Tetraphasic Full-Field Optical Coherence Microscopy. Journal of Biomedical Optics (2024)

Rishyashring R. IyerMantas ŽurauskasYug RaoEric J. ChaneyStephen A. Boppart

full-field ocmcomputational imagingfall foliagebiophotonicsoptical spectrometerophthalmologylight microscopymedical optical imagingconfocal microscopybiomedical imagingbite ocmbiological imagingoptical imagingmicroscopylight sciencebiomedical opticsquantitative phase imagingoptical coherence tomographybiophysics

Dependable Computing. (2024)

Ravishankar K. IyerZbigniew T. KalbarczykNithin M. Nakka

Dispersion Compensation Technique for Evident Chromatic Anomalies in Ultrafast Optical Interferometry. (2024)

Rishyashring R. IyerLingxiao YangJanet E. SorrellsStephen A. Boppart

ultrafast laser spectroscopybiomedical imagingphotonicsdispersion compensation techniqueoptical propertiesoptical testingevident chromatic anomaliescomputational imaginginterferometryoptical metrologyoptical coherence tomographyradiologyophthalmology

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Ravishankar K Iyer

Professor

UIUC

Affiliations

The Grainger College of Engineering

Department of Electrical and Computer Engineering

Electrical & Computer Engineering

Ravishankar K Iyer is currently serving as an Electrical And Computer Engineering Professor at Uiuc.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Ravishankar K Iyer

UIUC

Professor

You can click a keyword to filter the displayed items

Notable Scholarly Works

Notable Federal Grants

Collaborators

Assessment of a Deep Learning Model Trained on Permanent Pathology for the Classification of Squamous Cell Carcinoma in Mohs Frozen Sections: Lessons Learned. Dermatologic Surgery (2025)

Jorge A. Rios-DuarteAnirudh ChoudharyShams NassirMiranda YousifAlysia HughesJacob A. KechterRavishankar K. IyerZachary Leibovit-ReibenAlyssa StockardAaron R. MangoldNahid Y. Vidal

Characterizing Modern GPU Resilience and Impact in Hpc Systems: A Case Study of A100 Gpus. (2025)

Shengkun CuiArchit PatkeZiheng ChenAditya RanjanHung NguyenPhuong CaoBrett BodeGregory BauerSaurabh JhaChandra NarayanaswamiDaby SowCatello Di MartinoZbigniew T. KalbarczykRavishankar K. Iyer

Dependable Classical-Quantum Computing Systems Engineering. Frontiers in Computer Science (2025)

Hierarchical Autoscaling for Large Language Model Serving With Chiron. arXiv (Cornell University) (2025)

Patke, ArchitReddy, DhemathJha, SaurabhNarayanaswami, ChandraKalbarczyk, ZbigniewIyer, Ravishankar

Page Migration for Hardware Memory Disaggregation Across a Network. (2025)

Archit PatkeChristian PintoSaurabh JhaHaoran QiuZbigniew KalbarczykRavishankar K. Iyer

726 Weakly Supervised Skin Cancer Grading Using Rank-Aware Contextual Reasoning (Racr) on Whole Slide Images. Journal of Investigative Dermatology (2024)

A. ChoudharyA. HwangJ. KechterK. SabooS. NassirM. YousifE. OgbauduB. BoudreauxP. BhullarN. ComfereD. DiCaudoS. NelsonE. JohnsonL. SwansonD. MurphreeA.R. MangoldR. Iyer

Analog Multiplexing of a Laser Clock and Computational Photon Counting for Fast Fluorescence Lifetime Imaging Microscopy. Biomedical Optics Express (2024)

Rishyashring R IyerJanet E SorrellsKevin K D TanLingxiao YangGeng WangHaohua TuStephen A Boppart

Bichromatic Tetraphasic Full-Field Optical Coherence Microscopy. Journal of Biomedical Optics (2024)

Rishyashring R. IyerMantas ŽurauskasYug RaoEric J. ChaneyStephen A. Boppart

Dependable Computing. (2024)

Ravishankar K. IyerZbigniew T. KalbarczykNithin M. Nakka

Dispersion Compensation Technique for Evident Chromatic Anomalies in Ultrafast Optical Interferometry. (2024)

Rishyashring R. IyerLingxiao YangJanet E. SorrellsStephen A. Boppart

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