Ramyad Hadidi

Proceedings of the IEEE International Conference on Edge Computing and Communications, 2023

Reducing Inference Latency with Concurrent Architectures for Image Recognition at Edge.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Edge Computing and Communications, 2023

Creating Robust Deep Neural Networks with Coded Distributed Computing for IoT.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Edge Computing and Communications, 2023

2022

FiGO: Fine-Grained Query Optimization in Video Analytics.

[BibT_eX]

[DOI]

Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

2021

Efficiently Solving Partial Differential Equations in a Partially Reconfigurable Specialized Hardware.

[BibT_eX]

[DOI]

IEEE Trans. Computers, 2021

Creating Robust Deep Neural Networks With Coded Distributed Computing for IoT Systems.

[BibT_eX]

[DOI]

Jiashen Cao

CoRR, 2021

THIA: Accelerating Video Analytics using Early Inference and Fine-Grained Query Planning.

[BibT_eX]

[DOI]

CoRR, 2021

Copernicus: Characterizing the Performance Implications of Compression Formats Used in Sparse Workloads.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Workload Characterization, 2021

FAFNIR: Accelerating Sparse Gathering by Using Efficient Near-Memory Intelligent Reduction.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2021

Quantifying the design-space tradeoffs in autonomous drones.

[BibT_eX]

[DOI]

Proceedings of the ASPLOS '21: 26th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2021

2020

Toward Collaborative Inferencing of Deep Neural Networks on Internet-of-Things Devices.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2020

Copernicus: Characterizing the Performance Implications of Compression Formats Used in Sparse Workloads.

[BibT_eX]

[DOI]

CoRR, 2020

Secure Location-Aware Authentication and Communication for Intelligent Transportation Systems.

[BibT_eX]

[DOI]

Pooya Shoghi Ghalehshahi

CoRR, 2020

Reducing Inference Latency with Concurrent Architectures for Image Recognition.

[BibT_eX]

[DOI]

CoRR, 2020

Edge-Tailored Perception: Fast Inferencing in-the-Edge with Efficient Model Distribution.

[BibT_eX]

[DOI]

CoRR, 2020

Understanding the Software and Hardware Stacks of a General-Purpose Cognitive Drone.

[BibT_eX]

[DOI]

Sam Jijina

Adriana Amyette

Proceedings of the IEEE International Symposium on Performance Analysis of Systems and Software, 2020

MEISSA: Multiplying Matrices Efficiently in a Scalable Systolic Architecture.

[BibT_eX]

[DOI]

Proceedings of the 38th IEEE International Conference on Computer Design, 2020

ALRESCHA: A Lightweight Reconfigurable Sparse-Computation Accelerator.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on High Performance Computer Architecture, 2020

Proposing a Fast and Scalable Systolic Array for Matrix Multiplication.

[BibT_eX]

[DOI]

Proceedings of the 28th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2020

ASCELLA: Accelerating Sparse Computation by Enabling Stream Accesses to Memory.

[BibT_eX]

[DOI]

Proceedings of the 2020 Design, Automation & Test in Europe Conference & Exhibition, 2020

PISCES: Power-Aware Implementation of SLAM by Customizing Efficient Sparse Algebra.

[BibT_eX]

[DOI]

Proceedings of the 57th ACM/IEEE Design Automation Conference, 2020

Batch-Aware Unified Memory Management in GPUs for Irregular Workloads.

[BibT_eX]

[DOI]

Proceedings of the ASPLOS '20: Architectural Support for Programming Languages and Operating Systems, 2020

2019

ERIDANUS: Efficiently Running Inference of DNNs Using Systolic Arrays.

[BibT_eX]

[DOI]

IEEE Micro, 2019

Thermal-aware processing-in-memory instruction offloading.

[BibT_eX]

[DOI]

J. Parallel Distributed Comput., 2019

Collaborative Execution of Deep Neural Networks on Internet of Things Devices.

[BibT_eX]

[DOI]

CoRR, 2019

Characterizing the Execution of Deep Neural Networks on Collaborative Robots and Edge Devices.

[BibT_eX]

[DOI]

Proceedings of the Practice and Experience in Advanced Research Computing on Rise of the Machines (learning), 2019

Characterizing the Deployment of Deep Neural Networks on Commercial Edge Devices.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Workload Characterization, 2019

Capella: Customizing Perception for Edge Devices by Efficiently Allocating FPGAs to DNNs.

[BibT_eX]

[DOI]

Proceedings of the 29th International Conference on Field Programmable Logic and Applications, 2019

Robustly Executing DNNs in IoT Systems Using Coded Distributed Computing.

[BibT_eX]

[DOI]

Proceedings of the 56th Annual Design Automation Conference 2019, 2019

LODESTAR: Creating Locally-Dense CNNs for Efficient Inference on Systolic Arrays.

[BibT_eX]

[DOI]

Proceedings of the 56th Annual Design Automation Conference 2019, 2019

Video analytics from edge to server: work-in-progress.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Hardware/Software Codesign and System Synthesis Companion, 2019

2018

CODA: Enabling Co-location of Computation and Data for Multiple GPU Systems.

[BibT_eX]

[DOI]

ACM Trans. Archit. Code Optim., 2018

Distributed Perception by Collaborative Robots.

[BibT_eX]

[DOI]

IEEE Robotics Autom. Lett., 2018

Musical Chair: Efficient Real-Time Recognition Using Collaborative IoT Devices.

[BibT_eX]

[DOI]

CoRR, 2018

Performance Implications of NoCs on 3D-Stacked Memories: Insights from the Hybrid Memory Cube.

[BibT_eX]

[DOI]

Jeffrey S. Young

Burhan Ahmad Mudassar

Kartikay Garg

Tushar Krishna

Proceedings of the IEEE International Symposium on Performance Analysis of Systems and Software, 2018

CoolPIM: Thermal-Aware Source Throttling for Efficient PIM Instruction Offloading.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Parallel and Distributed Processing Symposium, 2018

Real-Time Image Recognition Using Collaborative IoT Devices.

[BibT_eX]

[DOI]

Proceedings of the 1st on Reproducible Quality-Efficient Systems Tournament on Co-designing Pareto-efficient Deep Learning, 2018

2017

CAIRO: A Compiler-Assisted Technique for Enabling Instruction-Level Offloading of Processing-In-Memory.

[BibT_eX]

[DOI]

ACM Trans. Archit. Code Optim., 2017

CODA: Enabling Co-location of Computation and Data for Near-Data Processing.

[BibT_eX]

[DOI]

CoRR, 2017

Demystifying the characteristics of 3D-stacked memories: A case study for Hybrid Memory Cube.

[BibT_eX]

[DOI]

Burhan Ahmad Mudassar

Saibal Mukhopadhyay