Abdul Dakkak

Publication Activity (10 Years)

Years Active: 2014-2021
Publications (10 Years): 27

Top Topics

Top Venues

IPDPS Workshops

Publications

Sultan Durrani, Muhammad Saad Chughtai, Abdul Dakkak, Wen-Mei Hwu, Lawrence Rauchwerger
FFT blitz: the tensor cores strike back. PPoPP (2021)
Sultan Durrani, Muhammad Saad Chughtai, Mert Hidayetoglu, Rashid Tahir, Abdul Dakkak, Lawrence Rauchwerger, Fareed Zaffar, Wen-Mei W. Hwu
Accelerating Fourier and Number Theoretic Transforms using Tensor Cores and Warp Shuffles. PACT (2021)
Cheng Li, Abdul Dakkak, Jinjun Xiong, Wei Wei, Lingjie Xu, Wen-Mei Hwu
XSP: Across-Stack Profiling and Analysis of Machine Learning Models on GPUs. IPDPS (2020)
Abdul Dakkak, Cheng Li, Jinjun Xiong, Wen-Mei Hwu
DLSpec: A Deep Learning Task Exchange Specification. CoRR (2020)
Cheng Li, Abdul Dakkak, Jinjun Xiong, Wen-Mei Hwu
Benanza: Automatic μBenchmark Generation to Compute "Lower-bound" Latency and Inform Optimizations of Deep Learning Models on GPUs. IPDPS (2020)
Cheng Li, Abdul Dakkak, Jinjun Xiong, Wen-Mei W. Hwu
The Design and Implementation of a Scalable Deep Learning Benchmarking Platform. CLOUD (2020)
Abdul Dakkak, Cheng Li, Jinjun Xiong, Wen-Mei Hwu
MLModelScope: A Distributed Platform for Model Evaluation and Benchmarking at Scale. CoRR (2020)
Abdul Dakkak, Tom Wickham-Jones, Wen-Mei Hwu
The design and implementation of the wolfram language compiler. CGO (2020)
Abdul Dakkak, Cheng Li, Jinjun Xiong, Wen-mei W. Hwu
DLSpec: A Deep Learning Task Exchange Specification. OpML (2020)
Cheng Li, Abdul Dakkak, Jinjun Xiong, Wen-Mei Hwu
DLBricks: Composable Benchmark Generation to Reduce Deep Learning Benchmarking Effort on CPUs. ICPE (2020)
Cheng Li, Abdul Dakkak, Jinjun Xiong, Wen-Mei W. Hwu
DLBricks: Composable Benchmark Generation to Reduce Deep Learning Benchmarking Effort on CPUs. CoRR (2019)
Abdul Dakkak, Cheng Li, Jinjun Xiong, Isaac Gelado, Wen-Mei W. Hwu
Accelerating reduction and scan using tensor core units. ICS (2019)
Carl Pearson, Abdul Dakkak, Sarah Hashash, Cheng Li, I-Hsin Chung, Jinjun Xiong, Wen-Mei Hwu
Evaluating Characteristics of CUDA Communication Primitives on High-Bandwidth Interconnects. ICPE (2019)
Cheng Li, Abdul Dakkak, Jinjun Xiong, Wen-Mei W. Hwu
The Design and Implementation of a Scalable DL Benchmarking Platform. CoRR (2019)
Cheng Li, Abdul Dakkak, Jinjun Xiong, Wen-Mei Hwu
Benanza: Automatic μBenchmark Generation to Compute "Lower-bound" Latency and Inform Optimizations of Deep Learning Models on GPUs. CoRR (2019)
Abdul Dakkak, Cheng Li, Simon Garcia De Gonzalo, Jinjun Xiong, Wen-Mei Hwu
TrIMS: Transparent and Isolated Model Sharing for Low Latency Deep Learning Inference in Function-as-a-Service. CLOUD (2019)
Cheng Li, Abdul Dakkak, Jinjun Xiong, Wen-Mei Hwu
MLModelScope: Evaluate and Introspect Cognitive Pipelines. SERVICES (2019)
Cheng Li, Abdul Dakkak, Jinjun Xiong, Wei Wei, Lingjie Xu, Wen-Mei Hwu
Across-Stack Profiling and Characterization of Machine Learning Models on GPUs. CoRR (2019)
Cheng Li, Abdul Dakkak, Jinjun Xiong, Wen-Mei Hwu
Challenges and Pitfalls of Reproducing Machine Learning Artifacts. CoRR (2019)
Carl Pearson, Abdul Dakkak, Cheng Li, Sarah Hashash, Jinjun Xiong, Wen-Mei W. Hwu
SCOPE: C3SR Systems Characterization and Benchmarking Framework. CoRR (2018)
Abdul Dakkak, Cheng Li, Isaac Gelado, Jinjun Xiong, Wen-Mei W. Hwu
Accelerating Reduction and Scan Using Tensor Core Units. CoRR (2018)
Abdul Dakkak, Cheng Li, Simon Garcia De Gonzalo, Jinjun Xiong, Wen-Mei W. Hwu
TrIMS: Transparent and Isolated Model Sharing for Low Latency Deep LearningInference in Function as a Service Environments. CoRR (2018)
Abdul Dakkak, Cheng Li, Abhishek Srivastava, Jinjun Xiong, Wen-Mei W. Hwu
MLModelScope: Evaluate and Measure ML Models within AI Pipelines. CoRR (2018)
Abdul Dakkak, Carl Pearson, Cheng Li, Wen-mei W. Hwu
RAI: A Scalable Project Submission System for Parallel Programming Courses. IPDPS Workshops (2017)
Li-Wen Chang, Izzat El Hajj, Hee-Seok Kim, Juan Gómez-Luna, Abdul Dakkak, Wen-mei W. Hwu
A programming system for future proofing performance critical libraries. PPOPP (2016)
Abdul Dakkak, Carl Pearson, Wen-mei W. Hwu
WebGPU: A Scalable Online Development Platform for GPU Programming Courses. IPDPS Workshops (2016)
Nicholas Haydel, Sandra Gesing, Ian J. Taylor, Gregory R. Madey, Abdul Dakkak, Simon Garcia De Gonzalo, Wen-mei W. Hwu
Enhancing the Usability and Utilization of Accelerated Architectures via Docker. UCC (2015)
Christopher I. Rodrigues, Thomas B. Jablin, Abdul Dakkak, Wen-mei W. Hwu
Triolet: a programming system that unifies algorithmic skeleton interfaces for high-performance cluster computing. PPOPP (2014)