Name
Affiliation
Papers
VIJAY JANAPA REDDI
Harvard University, USA
95
Collaborators
Citations 
PageRank 
284
2931
140.26
Referers 
Referees 
References 
6351
2303
1036
Search Limit
1001000
Title
Citations
PageRank
Year
The Role of Compute in Autonomous Micro Aerial Vehicles: Optimizing for Mission Time and Energy Efficiency00.342022
Tiny Robot Learning: Challenges and Directions for Machine Learning in Resource-Constrained Robots00.342022
OMU: A Probabilistic 3D Occupancy Mapping Accelerator for Real-time OctoMap at the Edge00.342022
FRL-FI: Transient Fault Analysis for Federated Reinforcement Learning-Based Navigation Systems00.342022
RobotCore: An Open Architecture for Hardware Acceleration in ROS 2.00.342022
A Survey on Machine Learning Accelerators and Evolutionary Hardware Platforms10.392022
GRiD: GPU-Accelerated Rigid Body Dynamics with Analytical Gradients00.342022
Roofline Model for UAVs: A Bottleneck Analysis Tool for Onboard Compute Characterization of Autonomous Unmanned Aerial Vehicles00.342022
Automatic Domain-Specific SoC Design for Autonomous Unmanned Aerial Vehicles00.342022
Sniffy Bug: A Fully Autonomous Swarm of Gas-Seeking Nano Quadcopters in Cluttered Environments00.342021
Robomorphic computing: a design methodology for domain-specific accelerators parameterized by robot morphology10.352021
AI Tax in Mobile SoCs: End-to-end Performance Analysis of Machine Learning in Smartphones00.342021
Air Learning: A Deep Reinforcement Learning Gym For Autonomous Aerial Robot Visual Navigation20.442021
System-level Early-stage Modeling and Evaluation of IVR-assisted Processor Power Delivery System00.342021
Analyzing and Improving Fault Tolerance of Learning-Based Navigation Systems00.342021
Gradient Disaggregation: Breaking Privacy In Federated Learning By Reconstructing The User Participant Matrix00.342021
Predictive Guardbanding: Program-Driven Timing Margin Reduction for GPUs10.392021
RoboRun: A Robot Runtime to Exploit Spatial Heterogeneity00.342021
AI Tax: The Hidden Cost of AI Data Center Applications00.342021
Erratum to “Predictive Guardbanding: Program-Driven Timing Margin Reduction for GPUs”00.342021
Algorithm-Hardware Co-Design of Adaptive Floating-Point Encodings for Resilient Deep Learning Inference30.462020
Missing the Forest for the Trees: End-to-End AI Application Performance in Edge Data Centers20.392020
Voltage-Stacked Power Delivery Systems: Reliability, Efficiency, and Power Management20.392020
Asymmetric Resilience: Exploiting Task-Level Idempotency for Transient Error Recovery in Accelerator-Based Systems30.352020
MLPerf Training Benchmark00.342020
MLPerf Inference Benchmark150.682020
Deep Reinforcement Learning for Cyber Security.10.392019
Modern Hardware Margins: CPUs, GPUs, FPGAs Recent System-Level Studies20.352019
Gables: A Roofline Model for Mobile SoCs20.392019
Fine-Tuning the Active Timing Margin (ATM) Control Loop for Maximizing Multi-core Efficiency on an IBM POWER Server00.342019
Tail latency in node.js: energy efficient turbo boosting for long latency requests in event-driven web services00.342019
Asymmetric Resilience for Accelerator-Rich Systems10.352019
One Size Does Not Fit All: Quantifying and Exposing the Accuracy-Latency Trade-Off in Machine Learning Cloud Service APIs via Tolerance Tiers10.372019
The Role of Compute in Autonomous Aerial Vehicles.00.342019
Air Learning: An AI Research Platform for Algorithm-Hardware Benchmarking of Autonomous Aerial Robots.00.342019
Two Billion Devices and Counting.40.432018
Domain Specific Approximation for Object Detection.10.362018
MAVBench - Micro Aerial Vehicle Benchmarking.30.372018
Voltage-Stacked GPUs - A Control Theory Driven Cross-Layer Solution for Practical Voltage Stacking in GPUs.40.372018
Domain-Specific Approximation For Object Detection00.342018
Amdahl's Law in Big Data Analytics: Alive and Kicking in TPCx-BB (BigBench)10.352018
Optimizing General-Purpose CPUs for Energy-Efficient Mobile Web Computing.40.492017
Ivory: Early-Stage Design Space Exploration Tool for Integrated Voltage Regulators.00.342017
Ti-States: Power Management in Active Timing Margin Processors.00.342017
Research for practice: web security and mobile web computing00.342017
Cognitive Computing Safety: The New Horizon for Reliability / The Design and Evolution of Deep Learning Workloads.30.382017
Storage on Your SmartPhone Uses More Energy Than You Think.00.342017
Flying IoT: Toward Low-Power Vision in the Sky.40.522017
GreenWeb: language extensions for energy-efficient mobile web computing.60.402016
EMMA: A New Platform to Evaluate Hardware-based Mobile Malware Analyses.10.352016
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