Muhammad Waqar Azhar

22 papers A 1B 3C 4Journal 9Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Simulation of Quantum Computers: Review and Acceleration Opportunities.
ACM Trans. Quantum Comput.
Alessio Cicero, Mohammad Ali Maleki, Muhammad Waqar Azhar, Anton Frisk Kockum, Pedro Trancoso
2024 J jnl
An Efficient Hybrid Deep Learning Accelerator for Compact and Heterogeneous CNNs.
ACM Trans. Archit. Code Optim.
Fareed Qararyah, Muhammad Waqar Azhar, Pedro Trancoso
2024 — conf
DNNOPT: A Framework for Efficiently Selecting On-chip Memory Loop Optimizations of DNN Accelerators.
CF
Piyumal Ranawaka, Muhammad Waqar Azhar, Per Stenström
2024 — conf
Fusing Depthwise and Pointwise Convolutions for Efficient Inference on GPUs.
ICPP Workshops
Fareed Qararyah, Muhammad Waqar Azhar, Mohammad Ali Maleki, Pedro Trancoso
2024 J jnl
Fusing Depthwise and Pointwise Convolutions for Efficient Inference on GPUs.
CoRR
Fareed Qararyah, Muhammad Waqar Azhar, Mohammad Ali Maleki, Pedro Trancoso
2024 J jnl
Moving Forward: A Review of Autonomous Driving Software and Hardware Systems.
CoRR
Xu Wang, Mohammad Ali Maleki, Muhammad Waqar Azhar, Pedro Trancoso
2024 B conf
Scratchpad Memory Management for Deep Learning Accelerators.
ICPP
Stavroula Zouzoula, Mohammad Ali Maleki, Muhammad Waqar Azhar, Pedro Trancoso
2024 J jnl
Simulation of Quantum Computers: Review and Acceleration Opportunities.
CoRR
Alessio Cicero, Mohammad Ali Maleki, Muhammad Waqar Azhar, Anton Frisk Kockum, Pedro Trancoso
2023 — conf
ARADA: Adaptive Resource Allocation for Improving Energy Efficiency in Deep Learning Accelerators.
CF
Muhammad Waqar Azhar, Stavroula Zouzoula, Pedro Trancoso
2023 J jnl
Approx-RM: Reducing Energy on Heterogeneous Multicore Processors under Accuracy and Timing Constraints.
ACM Trans. Archit. Code Optim.
Muhammad Waqar Azhar, Madhavan Manivannan, Per Stenström
2023 A conf
Evaluation of heterogeneous AIoT Accelerators within VEDLIoT.
DATE
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
2023 C conf
Exploiting the Potential of Flexible Processing Units.
SBAC-PAD
Mateo Vázquez, Muhammad Waqar Azhar, Pedro Trancoso
2023 B conf
RAINBOW: Multi-Dimensional Hardware-Software Co-Design for DL Accelerator On-Chip Memory.
ISPASS
Stavroula Zouzoula, Muhammad Waqar Azhar, Pedro Trancoso
2023 J jnl
VEDLIoT - Next generation accelerated AIoT systems and applications.
CoRR
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
2023 — conf
VEDLIoT: Next generation accelerated AIoT systems and applications.
CF
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
2022 C conf
FiBHA: Fixed Budget Hybrid CNN Accelerator.
SBAC-PAD
Fareed Qararyah, Muhammad Waqar Azhar, Pedro Trancoso
2022 J jnl
Task-RM: A Resource Manager for Energy Reduction in Task-Parallel Applications under Quality of Service Constraints.
ACM Trans. Archit. Code Optim.
Muhammad Waqar Azhar, Miquel Pericàs, Per Stenström
2022 C conf
VSA: A Hybrid Vector-Systolic Architecture.
ICCD
Mateo Vázquez Maceiras, Muhammad Waqar Azhar, Pedro Trancoso
2019 B conf
SaC: Exploiting Execution-Time Slack to Save Energy in Heterogeneous Multicore Systems.
ICPP
Muhammad Waqar Azhar, Miquel Pericàs, Per Stenström
2017 J jnl
SLOOP: QoS-Supervised Loop Execution to Reduce Energy on Heterogeneous Architectures.
ACM Trans. Archit. Code Optim.
Muhammad Waqar Azhar, Per Stenström, Vassilis Papaefstathiou
2012 — conf
Viterbi Accelerator for Embedded Processor Datapaths.
ASAP
Muhammad Waqar Azhar, Magnus Själander, Hasan Ali, Akshay Vijayashekar, Tung Thanh Hoang, Kashan Khurshid Ansari, Per Larsson-Edefors
2010 C conf
Cyclic Redundancy Checking (CRC) Accelerator for the FlexCore Processor.
DSD
Muhammad Waqar Azhar, Tung Thanh Hoang, Per Larsson-Edefors