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Vijay Janapa Reddi

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

85

Venues

24

Active years

2004–2026

Best venue rank

A*

Where they publish

Papers

85 indexed papers, newest first.

YearVenueTitleAuthors
2026ASPLOSLifetime-Aware Design for Item-Level Intelligence at the Extreme Edge.Shvetank Prakash, Andrew Cheng, Olof Kindgren, Ashiq Ahamed, Graham Knight, Jedrzej Kufel, Francisco Rodriguez, Arya Tschand, David Kong, Mariam Elgamal, Jerry Huang, Emma Chen, Gage Hills, Richard Price, Emre Ozer, Vijay Janapa Reddi
2026DATEFortiSky: Enhancing Adversarial and Bit-Error Robustness for Efficient and Secure Autonomous Systems.Zishen Wan, Karthik Swaminathan, Nandhini Chandramoorthy, Pin-Yu Chen, Tushar Krishna, Vijay Janapa Reddi, Arijit Raychowdhury
2025ASPLOSOctoCache: Caching Voxels for Accelerating 3D Occupancy Mapping in Autonomous Systems.Peiqing Chen, Minghao Li, Zishen Wan, Yu-Shun Hsiao, Minlan Yu, Vijay Janapa Reddi, Zaoxing Liu
2025ASPLOSReCA: Integrated Acceleration for Real-Time and Efficient Cooperative Embodied Autonomous Agents.Zishen Wan, Yuhang Du, Mohamed Ibrahim, Jiayi Qian, Jason Jabbour, Yang Katie Zhao, Tushar Krishna, Arijit Raychowdhury, Vijay Janapa Reddi
2025DAC333-eDRAM - 3T Embedded DRAM Leveraging Monolithic 3D Integration of 3 Transistor Types: IGZO, Carbon Nanotube and Silicon FETs.David Kong, Shvetank Prakash, Jedrzej Kufel, Georgios Kyriazidis, Yasmine Omri, David Verity, Emre Ozer, Vijay Janapa Reddi, Gage Hills
2025HPCAARTEMIS: Agile Discovery of Efficient Real-Time Systems-on-Chips in the Heterogeneous Era.Subhankar Pal, Aporva Amarnath, Behzad Boroujerdian, Augusto Vega, Alper Buyuktosunoglu, John-David Wellman, Vijay Janapa Reddi, Pradip Bose
2025HPCAMLPerf Power: Benchmarking the Energy Efficiency of Machine Learning Systems from μWatts to MWatts for Sustainable AI.Arya Tschand, Arun Tejusve Raghunath Rajan, Sachin Idgunji, Anirban Ghosh, Jeremy Holleman, Csaba Kirly, Pawan Ambalkar, Ritika Borkar, Ramesh Chukka, Trevor Cockrell, Oliver Curtis, Grigori Fursin, Miro Hodak, Hiwot Kassa, Anton Lokhmotov, Dejan Miskovic, Yuechao Pan, Manu Prasad Manmathan, Liz Raymond, Tom St. John, Arjun Suresh, Rowan Taubitz, Sean Zhan, Scott Wasson, David Kanter, Vijay Janapa Reddi
2025ISPASSGenerative AI in Embodied Systems: System-Level Analysis of Performance, Efficiency and Scalability.Zishen Wan, Jiayi Qian, Yuhang Du, Jason Jabbour, Yilun Du, Yang Zhao, Arijit Raychowdhury, Tushar Krishna, Vijay Janapa Reddi
2024ASPLOSGPU-based Private Information Retrieval for On-Device Machine Learning Inference.Maximilian Lam, Jeff Johnson, Wenjie Xiong, Kiwan Maeng, Udit Gupta, Yang Li, Liangzhen Lai, Ilias Leontiadis, Minsoo Rhu, Hsien-Hsin S. Lee, Vijay Janapa Reddi, Gu-Yeon Wei, David Brooks, G. Edward Suh
2024ASPLOSMulBERRY: Enabling Bit-Error Robustness for Energy-Efficient Multi-Agent Autonomous Systems.Zishen Wan, Nandhini Chandramoorthy, Karthik Swaminathan, Pin-Yu Chen, Kshitij Bhardwaj, Vijay Janapa Reddi, Arijit Raychowdhury
2024DACInvited: The Magnificent Seven Challenges and Opportunities in Domain-Specific Accelerator Design for Autonomous Systems.Sabrina M. Neuman, Brian Plancher, Vijay Janapa Reddi
2024ICCADGenerative AI Agents in Autonomous Machines: A Safety Perspective.Jason Jabbour, Vijay Janapa Reddi
2024ICRARobotPerf: An Open-Source, Vendor-Agnostic, Benchmarking Suite for Evaluating Robotics Computing System Performance.Vctor Mayoral Vilches, Jason Jabbour, Yu-Shun Hsiao, Zishen Wan, Martio Crespo-lvarez, Matthew Stewart, Juan Manuel Reina-Muoz, Prateek Nagras, Gaurav Vikhe, Mohammad Bakhshalipour, Martin Pinzger, Stefan Rass, Smruti Panigrahi, Giulio Corradi, Niladri Roy, Phillip B. Gibbons, Sabrina M. Neuman, Brian Plancher, Vijay Janapa Reddi
2023DACArchitecture 2.0: Challenges and Opportunities.Vijay Janapa Reddi, Amir Yazdanbakhsh
2023DACBERRY: Bit Error Robustness for Energy-Efficient Reinforcement Learning-Based Autonomous Systems.Zishen Wan, Nandhini Chandramoorthy, Karthik Swaminathan, Pin-Yu Chen, Vijay Janapa Reddi, Arijit Raychowdhury
2023DATEMAVFI: An End-to-End Fault Analysis Framework with Anomaly Detection and Recovery for Micro Aerial Vehicles.Yu-Shun Hsiao, Zishen Wan, Tianyu Jia, Radhika Ghosal, Abdulrahman Mahmoud, Arijit Raychowdhury, David Brooks, Gu-Yeon Wei, Vijay Janapa Reddi
2023DATECFU Playground: Want a faster ML processor? Do it yourself!Shvetank Prakash, Tim Callahan, Joseph Bushagour, Colby R. Banbury, Alan V. Green, Pete Warden, Tim Ansell, Vijay Janapa Reddi
2023ICCSSolving Complex Sequential Decision-Making Problems by Deep Reinforcement Learning with Heuristic Rules.Thanh Thi Nguyen, Minh Cuong Nguyen, Thien Huynh-The, Quoc-Viet Pham, Quoc Viet Hung Nguyen, Imran Razzak, Vijay Janapa Reddi
2023IROSVaPr: Variable-Precision Tensors to Accelerate Robot Motion Planning.Yu-Shun Hsiao, Siva Kumar Sastry Hari, Balakumar Sundaralingam, Jason Yik, Thierry Tambe, Charbel Sakr, Stephen W. Keckler, Vijay Janapa Reddi
2023ISCAArchGym: An Open-Source Gymnasium for Machine Learning Assisted Architecture Design.Srivatsan Krishnan, Amir Yazdanbakhsh, Shvetank Prakash, Jason Jabbour, Ikechukwu Uchendu, Susobhan Ghosh, Behzad Boroujerdian, Daniel Richins, Devashree Tripathy, Aleksandra Faust, Vijay Janapa Reddi
2023ISCARoboShape: Using Topology Patterns to Scalably and Flexibly Deploy Accelerators Across Robots.Sabrina M. Neuman, Radhika Ghosal, Thomas Bourgeat, Brian Plancher, Vijay Janapa Reddi
2023ISPASSCFU Playground: Full-Stack Open-Source Framework for Tiny Machine Learning (TinyML) Acceleration on FPGAs.Shvetank Prakash, Tim Callahan, Joseph Bushagour, Colby R. Banbury, Alan V. Green, Pete Warden, Tim Ansell, Vijay Janapa Reddi
2022DACZhuyi: perception processing rate estimation for safety in autonomous vehicles.Yu-Shun Hsiao, Siva Kumar Sastry Hari, Michal Filipiuk, Timothy Tsai, Michael B. Sullivan, Vijay Janapa Reddi, Vasu Singh, Stephen W. Keckler
2022DATEOMU: A Probabilistic 3D Occupancy Mapping Accelerator for Real-time OctoMap at the Edge.Tianyu Jia, En-Yu Yang, Yu-Shun Hsiao, Jonathan J. Cruz, David Brooks, Gu-Yeon Wei, Vijay Janapa Reddi
2022DATEFRL-FI: Transient Fault Analysis for Federated Reinforcement Learning-Based Navigation Systems.Zishen Wan, Aqeel Anwar, Abdulrahman Mahmoud, Tianyu Jia, Yu-Shun Hsiao, Vijay Janapa Reddi, Arijit Raychowdhury
2022ICRAGRiD: GPU-Accelerated Rigid Body Dynamics with Analytical Gradients.Brian Plancher, Sabrina M. Neuman, Radhika Ghosal, Scott Kuindersma, Vijay Janapa Reddi
2022IROSRobotCore: An Open Architecture for Hardware Acceleration in ROS 2.Vctor Mayoral Vilches, Sabrina M. Neuman, Brian Plancher, Vijay Janapa Reddi
2022ISPASSRoofline Model for UAVs: A Bottleneck Analysis Tool for Onboard Compute Characterization of Autonomous Unmanned Aerial Vehicles.Srivatsan Krishnan, Zishen Wan, Kshitij Bhardwaj, Ninad Jadhav, Aleksandra Faust, Vijay Janapa Reddi
2022MICROAutomatic Domain-Specific SoC Design for Autonomous Unmanned Aerial Vehicles.Srivatsan Krishnan, Zishen Wan, Kshitij Bhardwaj, Paul N. Whatmough, Aleksandra Faust, Sabrina M. Neuman, Gu-Yeon Wei, David Brooks, Vijay Janapa Reddi
2022SIGCSETinyMLedu: The Tiny Machine Learning Open Education Initiative.Brian Plancher, Vijay Janapa Reddi
2021ASPLOSRobomorphic computing: a design methodology for domain-specific accelerators parameterized by robot morphology.Sabrina M. Neuman, Brian Plancher, Thomas Bourgeat, Thierry Tambe, Srinivas Devadas, Vijay Janapa Reddi
2021DACTinyML: Current Progress, Research Challenges, and Future Roadmap.Muhammad Shafique, Theocharis Theocharides, Vijay Janapa Reddi, Boris Murmann
2021DACRoboRun: A Robot Runtime to Exploit Spatial Heterogeneity.Behzad Boroujerdian, Radhika Ghosal, Jonathan J. Cruz, Brian Plancher, Vijay Janapa Reddi
2021DACAnalyzing and Improving Fault Tolerance of Learning-Based Navigation Systems.Zishen Wan, Aqeel Anwar, Yu-Shun Hsiao, Tianyu Jia, Vijay Janapa Reddi, Arijit Raychowdhury
2021ICMLGradient Disaggregation: Breaking Privacy in Federated Learning by Reconstructing the User Participant Matrix.Maximilian Lam, Gu-Yeon Wei, David Brooks, Vijay Janapa Reddi, Michael Mitzenmacher
2021ICRATiny Robot Learning (tinyRL) for Source Seeking on a Nano Quadcopter.Bardienus Pieter Duisterhof, Srivatsan Krishnan, Jonathan J. Cruz, Colby R. Banbury, William Fu, Aleksandra Faust, Guido C. H. E. de Croon, Vijay Janapa Reddi
2021InterspeechFew-Shot Keyword Spotting in Any Language.Mark Mazumder, Colby R. Banbury, Josh Meyer, Pete Warden, Vijay Janapa Reddi
2021IROSSniffy Bug: A Fully Autonomous Swarm of Gas-Seeking Nano Quadcopters in Cluttered Environments.Bardienus Pieter Duisterhof, Shushuai Li, Javier Burgus, Vijay Janapa Reddi, Guido C. H. E. de Croon
2021ISPASSAI Tax in Mobile SoCs: End-to-end Performance Analysis of Machine Learning in Smartphones.Michael Buch, Zahra Azad, Ajay Joshi, Vijay Janapa Reddi
2020DACAlgorithm-Hardware Co-Design of Adaptive Floating-Point Encodings for Resilient Deep Learning Inference.Thierry Tambe, En-Yu Yang, Zishen Wan, Yuntian Deng, Vijay Janapa Reddi, Alexander M. Rush, David Brooks, Gu-Yeon Wei
2020HPCAAsymmetric Resilience: Exploiting Task-Level Idempotency for Transient Error Recovery in Accelerator-Based Systems.Jingwen Leng, Alper Buyuktosunoglu, Ramon Bertran, Pradip Bose, Quan Chen, Minyi Guo, Vijay Janapa Reddi
2020HPCAMissing the Forest for the Trees: End-to-End AI Application Performance in Edge Data Centers.Daniel Richins, Dharmisha Doshi, Matthew Blackmore, Aswathy Thulaseedharan Nair, Neha Pathapati, Ankit Patel, Brainard Daguman, Daniel Dobrijalowski, Ramesh Illikkal, Kevin Long, David Zimmerman, Vijay Janapa Reddi
2020ISCAMLPerf Inference Benchmark.Vijay Janapa Reddi, Christine Cheng, David Kanter, Peter Mattson, Guenther Schmuelling, Carole-Jean Wu, Brian Anderson, Maximilien Breughe, Mark Charlebois, William Chou, Ramesh Chukka, Cody Coleman, Sam Davis, Pan Deng, Greg Diamos, Jared Duke, Dave Fick, J. Scott Gardner, Itay Hubara, Sachin Idgunji, Thomas B. Jablin, Jeff Jiao, Tom St. John, Pankaj Kanwar, David Lee, Jeffery Liao, Anton Lokhmotov, Francisco Massa, Peng Meng, Paulius Micikevicius, Colin Osborne, Gennady Pekhimenko, Arun Tejusve Raghunath Rajan, Dilip Sequeira, Ashish Sirasao, Fei Sun, Hanlin Tang, Michael Thomson, Frank Wei, Ephrem Wu, Lingjie Xu, Koichi Yamada, Bing Yu, George Yuan, Aaron Zhong, Peizhao Zhang, Yuchen Zhou
2019HPCAGables: A Roofline Model for Mobile SoCs.Mark D. Hill, Vijay Janapa Reddi
2019HPCAFine-Tuning the Active Timing Margin (ATM) Control Loop for Maximizing Multi-core Efficiency on an IBM POWER Server.Yazhou Zu, Daniel Richins, Charles Lefurgy, Vijay Janapa Reddi
2019IOLTSModern Hardware Margins: CPUs, GPUs, FPGAs Recent System-Level Studies.Dimitris Gizopoulos, George Papadimitriou, Athanasios Chatzidimitriou, Vijay Janapa Reddi, Behzad Salami, Osman S. Unsal, Adrin Cristal Kestelman, Jingwen Leng
2019ISPASSOne Size Does Not Fit All: Quantifying and Exposing the Accuracy-Latency Trade-Off in Machine Learning Cloud Service APIs via Tolerance Tiers.Matthew Halpern, Behzad Boroujerdian, Todd W. Mummert, Evelyn Duesterwald, Vijay Janapa Reddi
2019VEETail latency in node.js: energy efficient turbo boosting for long latency requests in event-driven web services.Wenzhi Cui, Daniel Richins, Yuhao Zhu, Vijay Janapa Reddi
2018DACEfficient and reliable power delivery in voltage-stacked manycore system with hybrid charge-recycling regulators.An Zou, Jingwen Leng, Xin He, Yazhou Zu, Vijay Janapa Reddi, Xuan Zhang
2018HPCAAmdahl's Law in Big Data Analytics: Alive and Kicking in TPCx-BB (BigBench).Daniel Richins, Tahrina Ahmed, Russell M. Clapp, Vijay Janapa Reddi
2018MICROMAVBench: Micro Aerial Vehicle Benchmarking.Behzad Boroujerdian, Hasan Genc, Srivatsan Krishnan, Wenzhi Cui, Aleksandra Faust, Vijay Janapa Reddi
2018MICROVoltage-Stacked GPUs: A Control Theory Driven Cross-Layer Solution for Practical Voltage Stacking in GPUs.An Zou, Jingwen Leng, Xin He, Yazhou Zu, Christopher D. Gill, Vijay Janapa Reddi, Xuan Zhang
2017DACIvory: Early-Stage Design Space Exploration Tool for Integrated Voltage Regulators.An Zou, Jingwen Leng, Yazhou Zu, Tao Tong, Vijay Janapa Reddi, David M. Brooks, Gu-Yeon Wei, Xuan Zhang
2016HPCAMobile CPU's rise to power: Quantifying the impact of generational mobile CPU design trends on performance, energy, and user satisfaction.Matthew Halpern, Yuhao Zhu, Vijay Janapa Reddi
2016ICSSimulation and Analysis Engine for Scale-Out Workloads.Nadav Chachmon, Daniel Richins, Robert S. Cohn, Magnus Christensson, Wenzhi Cui, Vijay Janapa Reddi
2016ICSBarrier-Aware Warp Scheduling for Throughput Processors.Yuxi Liu, Zhibin Yu, Lieven Eeckhout, Vijay Janapa Reddi, Yingwei Luo, Xiaolin Wang, Zhenlin Wang, Cheng-Zhong Xu
2016MICROQuantifying and improving the efficiency of hardware-based mobile malware detectors.Mikhail Kazdagli, Vijay Janapa Reddi, Mohit Tiwari
2016MICROTi-states: Processor power management in the temperature inversion region.Yazhou Zu, Wei Huang, Indrani Paul, Vijay Janapa Reddi
2016PLDIGreenWeb: language extensions for energy-efficient mobile web computing.Yuhao Zhu, Vijay Janapa Reddi
2015HPCAGPU voltage noise: Characterization and hierarchical smoothing of spatial and temporal voltage noise interference in GPU architectures.Jingwen Leng, Yazhou Zu, Vijay Janapa Reddi
2015HPCAEvent-based scheduling for energy-efficient QoS (eQoS) in mobile Web applications.Yuhao Zhu, Matthew Halpern, Vijay Janapa Reddi
2015ISPASSMosaic: cross-platform user-interaction record and replay for the fragmented android ecosystem.Matthew Halpern, Yuhao Zhu, Ramesh Peri, Vijay Janapa Reddi
2015MICROSafe limits on voltage reduction efficiency in GPUs: a direct measurement approach.Jingwen Leng, Alper Buyuktosunoglu, Ramon Bertran, Pradip Bose, Vijay Janapa Reddi
2015MICROMicroarchitectural implications of event-driven server-side web applications.Yuhao Zhu, Daniel Richins, Matthew Halpern, Vijay Janapa Reddi
2015MICROAdaptive guardband scheduling to improve system-level efficiency of the POWER7+.Yazhou Zu, Charles R. Lefurgy, Jingwen Leng, Matthew Halpern, Michael S. Floyd, Vijay Janapa Reddi
2014ISCAMorpheus: benchmarking computational diversity in mobile malware.Mikhail Kazdagli, Ling Huang, Vijay Janapa Reddi, Mohit Tiwari
2014ISCAWebCore: Architectural support for mobile Web browsing.Yuhao Zhu, Vijay Janapa Reddi
2014ISLPEDGPUVolt: modeling and characterizing voltage noise in GPU architectures.Jingwen Leng, Yazhou Zu, Minsoo Rhu, Meeta Sharma Gupta, Vijay Janapa Reddi
2013HPCAHigh-performance and energy-efficient mobile web browsing on big/little systems.Yuhao Zhu, Vijay Janapa Reddi
2013ISCAGPUWattch: enabling energy optimizations in GPGPUs.Jingwen Leng, Tayler H. Hetherington, Ahmed ElTantawy, Syed Zohaib Gilani, Nam Sung Kim, Tor M. Aamodt, Vijay Janapa Reddi
2012ASPDACRobust and resilient designs from the bottom-up: Technology, CAD, circuit, and system issues.Vijay Janapa Reddi, David Z. Pan, Sani R. Nassif, Keith A. Bowman
2012CGOHELIX: automatic parallelization of irregular programs for chip multiprocessing.Simone Campanoni, Timothy M. Jones, Glenn H. Holloway, Vijay Janapa Reddi, Gu-Yeon Wei, David M. Brooks
2011DACDimetrodon: processor-level preventive thermal management via idle cycle injection.Peter Bailis, Vijay Janapa Reddi, Sanjay Gandhi, David M. Brooks, Margo I. Seltzer
2010ISCAWeb search using mobile cores: quantifying and mitigating the price of efficiency.Vijay Janapa Reddi, Benjamin C. Lee, Trishul M. Chilimbi, Kushagra Vaid
2010MICROVoltage Smoothing: Characterizing and Mitigating Voltage Noise in Production Processors via Software-Guided Thread Scheduling.Vijay Janapa Reddi, Svilen Kanev, Wonyoung Kim, Simone Campanoni, Michael D. Smith, Gu-Yeon Wei, David M. Brooks
2009DACSoftware-assisted hardware reliability: abstracting circuit-level challenges to the software stack.Vijay Janapa Reddi, Simone Campanoni, Meeta Sharma Gupta, Michael D. Smith, Gu-Yeon Wei, David M. Brooks
2009DATEAn event-guided approach to reducing voltage noise in processors.Meeta Sharma Gupta, Vijay Janapa Reddi, Glenn H. Holloway, Gu-Yeon Wei, David M. Brooks
2009HPCAVoltage emergency prediction: Using signatures to reduce operating margins.Vijay Janapa Reddi, Meeta Sharma Gupta, Glenn H. Holloway, Gu-Yeon Wei, Michael D. Smith, David M. Brooks
2007CGOShadow Profiling: Hiding Instrumentation Costs with Parallelism.Tipp Moseley, Alex Shye, Vijay Janapa Reddi, Dirk Grunwald, Ramesh Peri
2007CGOPersistent Code Caching: Exploiting Code Reuse Across Executions and Applications.Vijay Janapa Reddi, Dan Connors, Robert Cohn, Michael D. Smith
2007DSNUsing Process-Level Redundancy to Exploit Multiple Cores for Transient Fault Tolerance.Alex Shye, Tipp Moseley, Vijay Janapa Reddi, Joseph Blomstedt, Daniel A. Connors
2005EuroParTopology-Based Hypercube Structures for Global Communication in Heterogeneous Networks.Silvia M. Figueira, Vijay Janapa Reddi
2005MICROA Dynamic Compilation Framework for Controlling Microprocessor Energy and Performance.Qiang Wu, Margaret Martonosi, Douglas W. Clark, Vijay Janapa Reddi, Dan Connors, Youfeng Wu, Jin Lee, David M. Brooks
2005PLDIPin: building customized program analysis tools with dynamic instrumentation.Chi-Keung Luk, Robert S. Cohn, Robert Muth, Harish Patil, Artur Klauser, P. Geoffrey Lowney, Steven Wallace, Vijay Janapa Reddi, Kim M. Hazelwood
2004WCAEPIN: a binary instrumentation tool for computer architecture research and education.Vijay Janapa Reddi, Alex Settle, Daniel A. Connors, Robert S. Cohn