A Time Efficient Model for Region of Interest Extraction in Real Time Traffic Signs Recognition System. - Fareed Qararyah; Yousef-Awwad Daraghmi; Eman Yasser Daraghmi; Shantanu Rajora; Chin-Teng Lin; Mukesh Prasad (SSCI, 2018)

ComScribe: Identifying Intra-node GPU Communication. - Palwisha Akhtar; Erhan Tezcan; Fareed Mohammad Qararyah; Didem Unat (Bench, 2020)

A computational-graph partitioning method for training memory-constrained DNNs. - Fareed Qararyah; Mohamed Wahib; Doga Dikbayir; Mehmet Esat Belviranli; Didem Unat (Parallel Comput., 2021)

VEDLIoT: Very Efficient Deep Learning in IoT. - Martin Kaiser; René Griessl; Nils Kucza; Carola Haumann; Lennart Tigges; Kevin Mika; Jens Hagemeyer; Florian Porrmann; Ulrich Rückert 001; Micha vor dem Berge; Stefan Krupop; Mario Porrmann; et al. (DATE, 2022)

FiBHA: Fixed Budget Hybrid CNN Accelerator. - Fareed Qararyah; Muhammad Waqar Azhar; Pedro Trancoso (SBAC-PAD, 2022)

VEDLIoT: Very Efficient Deep Learning in IoT. - Martin Kaiser; René Griessl; Nils Kucza; Carola Haumann; Lennart Tigges; Kevin Mika; Jens Hagemeyer; Florian Porrmann; Ulrich Rückert 001; Micha vor dem Berge; Stefan Krupop; Mario Porrmann; et al. (CoRR, 2022)

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; et al. (CF, 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; et al. (DATE, 2023)

Fusing Depthwise and Pointwise Convolutions for Efficient Inference on GPUs. - Fareed Qararyah; Muhammad Waqar Azhar; Mohammad Ali Maleki; Pedro Trancoso (ICPP Workshops, 2024)

An Efficient Hybrid Deep Learning Accelerator for Compact and Heterogeneous CNNs. - Fareed Qararyah; Muhammad Waqar Azhar; Pedro Trancoso (ACM Trans. Archit. Code Optim., 2024)

An Analytical Cost Model for Fast Evaluation of Multiple Compute-Engine CNN Accelerators. - Fareed Qararyah; Mohammad Ali Maleki; Pedro Trancoso (CoRR, 2025)