Ashraf Mahgoub

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 15

Top Topics

Parameter Tuning

Error Correction

Top Venues

USENIX Annual Technical Conference

Publications

Ashraf Mahgoub, Edgardo Barsallo Yi, Karthick Shankar, Eshaan Minocha, Sameh Elnikety, Saurabh Bagchi, Somali Chaterji
WISEFUSE: Workload Characterization and DAG Transformation for Serverless Workflows. SIGMETRICS (Abstracts) (2022)
Atul Sharma, Pranjal Jain, Ashraf Mahgoub, Zihan Zhou, Kanak Mahadik, Somali Chaterji
Lerna: transformer architectures for configuring error correction tools for short- and long-read genome sequencing. BMC Bioinform. 23 (1) (2022)
Ashraf Mahgoub, Edgardo Barsallo Yi, Karthick Shankar, Sameh Elnikety, Somali Chaterji, Saurabh Bagchi
ORION and the Three Rights: Sizing, Bundling, and Prewarming for Serverless DAGs. OSDI (2022)
Ashraf Mahgoub, Edgardo Barsallo Yi, Karthick Shankar, Eshaan Minocha, Sameh Elnikety, Saurabh Bagchi, Somali Chaterji
WISEFUSE: Workload Characterization and DAG Transformation for Serverless Workflows. Proc. ACM Meas. Anal. Comput. Syst. 6 (2) (2022)
Ashraf Mahgoub, Karthick Shankar, Subrata Mitra, Ana Klimovic, Somali Chaterji, Saurabh Bagchi
SONIC: Application-aware Data Passing for Chained Serverless Applications. USENIX Annual Technical Conference (2021)
Atul Sharma, Pranjal Jain, Ashraf Mahgoub, Zihan Zhou, Kanak Mahadik, Somali Chaterji
Lerna: Transformer Architectures for Configuring Error Correction Tools for Short- and Long-Read Genome Sequencing. CoRR (2021)
Karthick Shankar, Pengcheng Wang, Ran Xu, Ashraf Mahgoub, Somali Chaterji
JANUS: Benchmarking Commercial and Open-Source Cloud and Edge Platforms for Object and Anomaly Detection Workloads. CoRR (2020)
Rakesh Kumar, Saurabh Jha, Ashraf Mahgoub, Rajesh Kalyanam, Stephen Lien Harrell, Xiaohui Carol Song, Zbigniew Kalbarczyk, William T. Kramer, Ravishankar K. Iyer, Saurabh Bagchi
The Mystery of the Failing Jobs: Insights from Operational Data from Two University-Wide Computing Systems. DSN (2020)
Ashraf Mahgoub, Alexander Medoff, Rakesh Kumar, Subrata Mitra, Ana Klimovic, Somali Chaterji, Saurabh Bagchi
OPTIMUSCLOUD: Heterogeneous Configuration Optimization for Distributed Databases in the Cloud. USENIX Annual Technical Conference (2020)
Karthick Shankar, Pengcheng Wang, Ran Xu, Ashraf Mahgoub, Somali Chaterji
JANUS: Benchmarking Commercial and Open-Source Cloud and Edge Platforms for Object and Anomaly Detection Workloads. CLOUD (2020)
Ashraf Mahgoub, Youssef Shahin, Riham Mansour, Saurabh Bagchi
SimVecs: Similarity-Based Vectors for Utterance Representation in Conversational AI Systems. CoNLL (2019)
Ashraf Mahgoub, Paul Wood, Alexander Medoff, Subrata Mitra, Folker Meyer, Somali Chaterji, Saurabh Bagchi
SOPHIA: Online Reconfiguration of Clustered NoSQL Databases for Time-Varying Workloads. USENIX Annual Technical Conference (2019)
Mustafa Abdallah, Ashraf Mahgoub, Saurabh Bagchi, Somali Chaterji
ATHENA: Automated Tuning of Genomic Error Correction Algorithms using Language Models. CoRR (2018)
Ashraf Mahgoub, Sachandhan Ganesh, Folker Meyer, Ananth Grama, Somali Chaterji
Suitability of NoSQL systems - Cassandra and ScyllaDB - For IoT workloads. COMSNETS (2017)
Ashraf Mahgoub, Paul Wood, Sachandhan Ganesh, Subrata Mitra, Wolfgang Gerlach, Travis Harrison, Folker Meyer, Ananth Grama, Saurabh Bagchi, Somali Chaterji
Rafiki: a middleware for parameter tuning of NoSQL datastores for dynamic metagenomics workloads. Middleware (2017)