Sayed Hadi Hashemi

According to our database, Sayed Hadi Hashemi authored at least 15 papers between 2012 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

GenoML: Automated Machine Learning for Genomics.

Mary B. Makarious, Hampton L. Leonard, Dan Vitale, Hirotaka Iwaki, David Saffo, Lana Sargent, Anant Dadu, Eduardo Salmerón Castaño, John F. Carter, Melina Maleknia, Juan A. Botía, Cornelis Blauwendraat, Roy H. Campbell, Sayed Hadi Hashemi, Andrew B. Singleton, Mike A. Nalls, Faraz Faghri

CoRR, 2021

2020

Timed execution in distributed machine learning

Sayed Hadi Hashemi

PhD thesis, 2020

Caramel: Accelerating Decentralized Distributed Deep Learning with Computation Scheduling.

Sayed Hadi Hashemi, Sangeetha Abdu Jyothi, Brighten Godfrey, Roy H. Campbell

CoRR, 2020

HAL: Computer System for Scalable Deep Learning.

Volodymyr V. Kindratenko, Dawei Mu, Yan Zhan, John Maloney, Sayed Hadi Hashemi, Benjamin Rabe, Ke Xu, Roy H. Campbell, Jian Peng, William Gropp

Proceedings of the PEARC '20: Practice and Experience in Advanced Research Computing, 2020

Towards An Application Objective-Aware Network Interface.

Sangeetha Abdu Jyothi, Sayed Hadi Hashemi, Roy H. Campbell, Brighten Godfrey

Proceedings of the 12th USENIX Workshop on Hot Topics in Cloud Computing, 2020

2019

tensorflow-tracing: A Performance Tuning Framework for Production.

Sayed Hadi Hashemi, Paul Rausch, Benjamin Rabe, Kuan-Yen Chou, Simeng Liu, Volodymyr V. Kindratenko, Roy H. Campbell

Proceedings of the 2019 USENIX Conference on Operational Machine Learning, 2019

TicTac: Accelerating Distributed Deep Learning with Communication Scheduling.

Sayed Hadi Hashemi, Sangeetha Abdu Jyothi, Roy H. Campbell

Proceedings of Machine Learning and Systems 2019, 2019

2018

Communication Scheduling as a First-Class Citizen in Distributed Machine Learning Systems.

Sayed Hadi Hashemi, Sangeetha Abdu Jyothi, Roy H. Campbell

CoRR, 2018

2017

Toward Scalable Machine Learning and Data Mining: the Bioinformatics Case.

Faraz Faghri, Sayed Hadi Hashemi, Mohammad Babaeizadeh, Mike A. Nalls, Saurabh Sinha, Roy H. Campbell

CoRR, 2017

Decentralized User-Centric Access Control using PubSub over Blockchain.

Sayed Hadi Hashemi, Faraz Faghri, Roy H. Campbell

CoRR, 2017

2016

Performance Modeling of Distributed Deep Neural Networks.

Sayed Hadi Hashemi, Shadi A. Noghabi, William Gropp, Roy H. Campbell

CoRR, 2016

World of Empowered IoT Users.

Sayed Hadi Hashemi, Faraz Faghri, Paul Rausch, Roy H. Campbell

Proceedings of the First IEEE International Conference on Internet-of-Things Design and Implementation, 2016

Toward Fabric: A Middleware Implementing High-level Description Languages on a Fabric-like Network.

Sayed Hadi Hashemi, Shadi A. Noghabi, John Bellessa, Roy H. Campbell

Proceedings of the 2016 Symposium on Architectures for Networking and Communications Systems, 2016

2012

A comprehensive classification of incident handling information.

Mohsen Nowruzi, Hossein Hadian Jazi, Mojtaba Dehghan, Mohammad Shahmoradi, Sayed Hadi Hashemi, Mohammad Babaeizadeh

Proceedings of the 6th International Symposium on Telecommunications, 2012

A comprehensive semi-automated incident handling workflow.

Sayed Hadi Hashemi, Mohammad Babaeizadeh, Mohsen Nowruzi, Hossein Hadian Jazi, Mohammad Shahmoradi, Elaheh Biglar Beigi Samani

Proceedings of the 6th International Symposium on Telecommunications, 2012