Muhammad Yousuf Ahmad

Proc. VLDB Endow., 2020

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

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE High Performance Extreme Computing Conference, 2020

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

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE High Performance Extreme Computing Conference, 2020

2019

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

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE High Performance Extreme Computing Conference, 2019

Efficient Distributed Graph Analytics using Triply Compressed Sparse Format.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Cluster Computing, 2019

2018

LA3: A Scalable Link- and Locality-Aware Linear Algebra-Based Graph Analytics System.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2018

2017

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

[BibT_eX]

[DOI]

Joseph Vinish D'silva

Roger Ruiz-Carrillo

Cong Yu

Bettina Kemme

Proceedings of the Workshops of the EDBT/ICDT 2017 Joint Conference (EDBT/ICDT 2017), 2017

2015

Compaction Management in Distributed Key-Value Datastores.

[BibT_eX]

[DOI]

Bettina Kemme

Proc. VLDB Endow., 2015

CumuloNimbo: A Cloud Scalable Multi-tier SQL Database.

[BibT_eX]

[DOI]

Ricardo Jiménez-Peris

Marta Patiño-Martínez

IEEE Data Eng. Bull., 2015

2013

Transactional Failure Recovery for a Distributed Key-Value Store.

[BibT_eX]

[DOI]