Ashraf Mahgoub

According to our database, Ashraf Mahgoub authored at least 17 papers between 2014 and 2022.

Collaborative distances:

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

2022

Performance and Cost Optimization for Distributed Cloud-Native Systems. (Optimisation des performances et des coûts pour les systèmes cloud natifs distribués).

Ashraf Mahgoub

PhD thesis, 2022

WISEFUSE: Workload Characterization and DAG Transformation for Serverless Workflows.

Ashraf Mahgoub, Edgardo Barsallo Yi, Karthick Shankar, Eshaan Minocha, Sameh Elnikety, Saurabh Bagchi, Somali Chaterji

Proc. ACM Meas. Anal. Comput. Syst., 2022

Lerna: transformer architectures for configuring error correction tools for short- and long-read genome sequencing.

Atul Sharma, Pranjal Jain, Ashraf Mahgoub, Zihan Zhou, Kanak Mahadik, Somali Chaterji

BMC Bioinform., 2022

ORION and the Three Rights: Sizing, Bundling, and Prewarming for Serverless DAGs.

Ashraf Mahgoub, Edgardo Barsallo Yi, Karthick Shankar, Sameh Elnikety, Somali Chaterji, Saurabh Bagchi

Proceedings of the 16th USENIX Symposium on Operating Systems Design and Implementation, 2022

2021

SONIC: Application-aware Data Passing for Chained Serverless Applications.

Ashraf Mahgoub, Karthick Shankar, Subrata Mitra, Ana Klimovic, Somali Chaterji, Saurabh Bagchi

Proceedings of the 2021 USENIX Annual Technical Conference, 2021

2020

OPTIMUSCLOUD: Heterogeneous Configuration Optimization for Distributed Databases in the Cloud.

Ashraf Mahgoub, Alexander Medoff, Rakesh Kumar, Subrata Mitra, Ana Klimovic, Somali Chaterji, Saurabh Bagchi

Proceedings of the 2020 USENIX Annual Technical Conference, 2020

JANUS: Benchmarking Commercial and Open-Source Cloud and Edge Platforms for Object and Anomaly Detection Workloads.

Karthick Shankar, Pengcheng Wang, Ran Xu, Ashraf Mahgoub, Somali Chaterji

Proceedings of the 13th IEEE International Conference on Cloud Computing, 2020

2019

SOPHIA: Online Reconfiguration of Clustered NoSQL Databases for Time-Varying Workloads.

Ashraf Mahgoub, Paul Wood, Alexander Medoff, Subrata Mitra, Folker Meyer, Somali Chaterji, Saurabh Bagchi

Proceedings of the 2019 USENIX Annual Technical Conference, 2019

SimVecs: Similarity-Based Vectors for Utterance Representation in Conversational AI Systems.

Ashraf Mahgoub, Youssef Shahin, Riham Mansour, Saurabh Bagchi

Proceedings of the 23rd Conference on Computational Natural Language Learning, 2019

2018

ATHENA: Automated Tuning of Genomic Error Correction Algorithms using Language Models.

Mustafa Abdallah, Ashraf Mahgoub, Saurabh Bagchi, Somali Chaterji

CoRR, 2018

2017

Rafiki: a middleware for parameter tuning of NoSQL datastores for dynamic metagenomics workloads.

Ashraf Mahgoub, Paul Wood, Sachandhan Ganesh, Subrata Mitra, Wolfgang Gerlach, Travis Harrison, Folker Meyer, Ananth Grama, Saurabh Bagchi, Somali Chaterji

Proceedings of the 18th ACM/IFIP/USENIX Middleware Conference, Las Vegas, NV, USA, December 11, 2017

Suitability of NoSQL systems - Cassandra and ScyllaDB - For IoT workloads.

Ashraf Mahgoub, Sachandhan Ganesh, Folker Meyer, Ananth Grama, Somali Chaterji

Proceedings of the 9th International Conference on Communication Systems and Networks, 2017

2016

RDI_Team at SemEval-2016 Task 3: RDI Unsupervised Framework for Text Ranking.

Ahmed Magooda, Amr Gomaa, Ashraf Y. Mahgoub, Hany Ahmed, Mohsen A. Rashwan, Hazem M. Raafat, Eslam Kamal, Ahmad A. Al Sallab

Proceedings of the 10th International Workshop on Semantic Evaluation, 2016

2015

RDI System for Intrinsic Plagiarism Detection (RDI_RID), Working Notes for PANAraPlagDet at FIRE 2015.

Ashraf Y. Mahgoub, Ahmed Magooda, Mohsen A. Rashwan, Magda B. Fayek, Hazem M. Raafat

Proceedings of the Post Proceedings of the Workshops at the 7th Forum for Information Retrieval Evaluation, 2015

RDI System for Extrinsic Plagiarism Detection (RDI_RED), Working Notes for PANAraPlagDet at FIRE 2015.

Ahmed Magooda, Ashraf Y. Mahgoub, Mohsen A. Rashwan, Magda B. Fayek, Hazem M. Raafat

Proceedings of the Post Proceedings of the Workshops at the 7th Forum for Information Retrieval Evaluation, 2015

Word Representations in Vector Space and their Applications for Arabic.

Mohamed A. Zahran, Ahmed Magooda, Ashraf Y. Mahgoub, Hazem M. Raafat, Mohsen A. Rashwan, Amir F. Atiya

Proceedings of the Computational Linguistics and Intelligent Text Processing, 2015

2014

Semantic Query Expansion for Arabic Information Retrieval.

Ashraf Y. Mahgoub, Mohsen A. Rashwan, Hazem M. Raafat, Mohamed A. Zahran, Magda B. Fayek

Proceedings of the EMNLP 2014 Workshop on Arabic Natural Language Processing, 2014