Muhammad Waqar Azhar

According to our database, Muhammad Waqar Azhar authored at least 18 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

An Efficient Hybrid Deep Learning Accelerator for Compact and Heterogeneous CNNs.

Fareed Qararyah, Muhammad Waqar Azhar, Pedro Trancoso

ACM Trans. Archit. Code Optim., June, 2024

Simulation of Quantum Computers: Review and Acceleration Opportunities.

Alessio Cicero, Mohammad Ali Maleki, Muhammad Waqar Azhar, Anton Frisk Kockum, Pedro Trancoso

CoRR, 2024

Fusing Depthwise and Pointwise Convolutions for Efficient Inference on GPUs.

Fareed Qararyah, Muhammad Waqar Azhar, Mohammad Ali Maleki, Pedro Trancoso

Proceedings of the Workshop Proceedings of the 53rd International Conference on Parallel Processing, 2024

Scratchpad Memory Management for Deep Learning Accelerators.

Stavroula Zouzoula, Mohammad Ali Maleki, Muhammad Waqar Azhar, Pedro Trancoso

Proceedings of the 53rd International Conference on Parallel Processing, 2024

DNNOPT: A Framework for Efficiently Selecting On-chip Memory Loop Optimizations of DNN Accelerators.

Piyumal Ranawaka, Muhammad Waqar Azhar, Per Stenström

Proceedings of the 21st ACM International Conference on Computing Frontiers, 2024

2023

Approx-RM: Reducing Energy on Heterogeneous Multicore Processors under Accuracy and Timing Constraints.

Muhammad Waqar Azhar, Madhavan Manivannan, Per Stenström

ACM Trans. Archit. Code Optim., September, 2023

Exploiting the Potential of Flexible Processing Units.

Mateo Vázquez, Muhammad Waqar Azhar, Pedro Trancoso

Proceedings of the 35th IEEE International Symposium on Computer Architecture and High Performance Computing, 2023

RAINBOW: Multi-Dimensional Hardware-Software Co-Design for DL Accelerator On-Chip Memory.

Stavroula Zouzoula, Muhammad Waqar Azhar, Pedro Trancoso

Proceedings of the IEEE International Symposium on Performance Analysis of Systems and Software, 2023

Evaluation of heterogeneous AIoT Accelerators within VEDLIoT.

René Griessl, Florian Porrmann, Nils Kucza, Kevin Mika, Jens Hagemeyer, Martin Kaiser, Mario Porrmann, Marco Tassemeier, Marcel Flottmann, Fareed Qararyah, Muhammad Waqar Azhar, Pedro Trancoso, Daniel Ödman, Karol Gugala, Grzegorz Latosinski

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023

VEDLIoT: Next generation accelerated AIoT systems and applications.

Kevin Mika, René Griessl, Nils Kucza, Florian Porrmann, Martin Kaiser, Lennart Tigges, Jens Hagemeyer, Pedro Trancoso, Muhammad Waqar Azhar, Fareed Qararyah, Stavroula Zouzoula, Jämes Ménétrey, Marcelo Pasin, Pascal Felber, Carina Marcus, Oliver Brunnegård, Olof Eriksson, Hans Salomonsson, Daniel Ödman, Andreas Ask, António Casimiro, Alysson Bessani, Tiago Carvalho, Karol Gugala, Piotr Zierhoffer, Grzegorz Latosinski, Marco Tassemeier, Mario Porrmann, Hans-Martin Heyn, Eric Knauss, Yufei Mao, Franz Meierhöfer

Proceedings of the 20th ACM International Conference on Computing Frontiers, 2023

ARADA: Adaptive Resource Allocation for Improving Energy Efficiency in Deep Learning Accelerators.

Muhammad Waqar Azhar, Stavroula Zouzoula, Pedro Trancoso

Proceedings of the 20th ACM International Conference on Computing Frontiers, 2023

2022

Task-RM: A Resource Manager for Energy Reduction in Task-Parallel Applications under Quality of Service Constraints.

Muhammad Waqar Azhar, Miquel Pericàs, Per Stenström

ACM Trans. Archit. Code Optim., 2022

FiBHA: Fixed Budget Hybrid CNN Accelerator.

Fareed Qararyah, Muhammad Waqar Azhar, Pedro Trancoso

Proceedings of the 2022 IEEE 34th International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD), 2022

VSA: A Hybrid Vector-Systolic Architecture.

Mateo Vázquez Maceiras, Muhammad Waqar Azhar, Pedro Trancoso

Proceedings of the IEEE 40th International Conference on Computer Design, 2022

2019

SaC: Exploiting Execution-Time Slack to Save Energy in Heterogeneous Multicore Systems.

Muhammad Waqar Azhar, Miquel Pericàs, Per Stenström

Proceedings of the 48th International Conference on Parallel Processing, 2019

2017

SLOOP: QoS-Supervised Loop Execution to Reduce Energy on Heterogeneous Architectures.

Muhammad Waqar Azhar, Per Stenström, Vassilis Papaefstathiou

ACM Trans. Archit. Code Optim., 2017

2012

Viterbi Accelerator for Embedded Processor Datapaths.

Muhammad Waqar Azhar, Magnus Själander, Hasan Ali, Akshay Vijayashekar, Tung Thanh Hoang, Kashan Khurshid Ansari, Per Larsson-Edefors

Proceedings of the 23rd IEEE International Conference on Application-Specific Systems, 2012

2010

Cyclic Redundancy Checking (CRC) Accelerator for the FlexCore Processor.

Muhammad Waqar Azhar, Tung Thanh Hoang, Per Larsson-Edefors

Proceedings of the 13th Euromicro Conference on Digital System Design, 2010