Muhammad Yousuf Ahmad

Accelerating Distributed Inference of Sparse Deep Neural Networks via Mitigating the Straggler Effect

Rami G. Melhem, Mohammad Hasanzadeh-Mofrad, Muhammad Yousuf Ahmad, 2020, 2020 IEEE High Performance Extreme Computing Conference (HPEC).

Efficient Distributed Graph Analytics using Triply Compressed Sparse Format

Rami G. Melhem, Mohammad Hasanzadeh-Mofrad, Muhammad Yousuf Ahmad, 2019, 2019 IEEE International Conference on Cluster Computing (CLUSTER).

Studying the Effects of Hashing of Sparse Deep Neural Networks on Data and Model Parallelisms

Rami G. Melhem, Mohammad Hasanzadeh-Mofrad, Muhammad Yousuf Ahmad, 2020, 2020 IEEE High Performance Extreme Computing Conference (HPEC).

Compaction Management in Distributed Key-Value Datastores

Bettina Kemme, Muhammad Yousuf Ahmad, B. Kemme, 2015, Proc. VLDB Endow..

Transactional Failure Recovery for a Distributed Key-Value Store

Ricardo Jiménez-Peris, Marta Patiño-Martínez, Ivan Brondino, 2013, Middleware.

CumuloNimbo: A Cloud Scalable Multi-tier SQL Database

Ricardo Jiménez-Peris, Marta Patiño-Martínez, Ivan Brondino, 2015, IEEE Data Eng. Bull..

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Rami G. Melhem, Mohammad Hasanzadeh-Mofrad, Muhammad Yousuf Ahmad, 2020, Proc. VLDB Endow..

Secondary Indexing Techniques for Key-Value Stores: Two Rings To Rule Them All

Bettina Kemme, Muhammad Yousuf Ahmad, Cong Yu, 2017, EDBT/ICDT Workshops.

Multithreaded Layer-wise Training of Sparse Deep Neural Networks using Compressed Sparse Column

Rami G. Melhem, Mohammad Hasanzadeh-Mofrad, Muhammad Yousuf Ahmad, 2019, 2019 IEEE High Performance Extreme Computing Conference (HPEC).

CumuloNimbo: a cloud scalable multi-tier SQL database

R. Jiménez-Peris, M. Patiño-Martínez, B. Kemme, 2015 .