Alaa Youssef

Publication Activity (10 Years)

Years Active: 1996-2024
Publications (10 Years): 18

Top Topics

Pulmonary Embolism

Reinforcement Learning

Cloud Computing

Top Venues

WOSC@Middleware

Publications

Alison Callahan, Duncan C. McElfresh, Juan M. Banda, Gabrielle Bunney, Danton Char, Jonathan H. Chen, Conor K. Corbin, Debadutta Dash, Norman L. Downing, Sneha S. Jain, Nikesh Kotecha, Jonathan Masterson, Michelle M. Mello, Keith E. Morse, Srikar Nallan, Abby Pandya, Anurang Revri, Aditya Sharma, Christopher D. Sharp, Rahul Thapa, Michael Wornow, Alaa Youssef, Michael A. Pfeffer, Nigam H. Shah
Standing on FURM ground - A framework for evaluating Fair, Useful, and Reliable AI Models in healthcare systems. CoRR (2024)
Pol G. Recasens, Yue Zhu, Chen Wang, Eun Kyung Lee, Olivier Tardieu, Alaa Youssef, Jordi Torres, Josep Lluís Berral
Towards Pareto Optimal Throughput in Small Language Model Serving. CoRR (2024)
Zhihong Chen, Maya Varma, Jean-Benoit Delbrouck, Magdalini Paschali, Louis Blankemeier, Dave Van Veen, Jeya Maria Jose Valanarasu, Alaa Youssef, Joseph Paul Cohen, Eduardo Pontes Reis, Emily Bao Tsai, Andrew Johnston, Cameron Olsen, Tanishq Mathew Abraham, Sergios Gatidis, Akshay S. Chaudhari, Curtis P. Langlotz
CheXagent: Towards a Foundation Model for Chest X-Ray Interpretation. CoRR (2024)
Pol G. Recasens, Yue Zhu, Chen Wang, Eun Kyung Lee, Olivier Tardieu, Alaa Youssef, Jordi Torres, Josep Lluis Berral
Towards Pareto Optimal Throughput in Small Language Model Serving. EuroMLSys@EuroSys (2024)
Haoran Qiu, Weichao Mao, Chen Wang, Hubertus Franke, Alaa Youssef, Zbigniew T. Kalbarczyk, Tamer Basar, Ravishankar K. Iyer
AWARE: Automate Workload Autoscaling with Reinforcement Learning in Production Cloud Systems. USENIX Annual Technical Conference (2023)
Tayebeh Bahreini, Asser N. Tantawi, Alaa Youssef
A Carbon-aware Workload Dispatcher in Cloud Computing Systems. CLOUD (2023)
Jungeun Shin, Diana Arroyo, Asser N. Tantawi, Chen Wang, Alaa Youssef, Rakesh Nagi
Cloud-native workflow scheduling using a hybrid priority rule and dynamic task parallelism. SoCC (2022)
Tayebeh Bahreini, Asser N. Tantawi, Alaa Youssef
An Approximation Algorithm for Minimizing the Cloud Carbon Footprint through Workload Scheduling. CLOUD (2022)
Josep Lluis Berral, David Buchaca Prats, Claudia Herron, Chen Wang, Alaa Youssef
Theta-Scan: Leveraging Behavior-Driven Forecasting for Vertical Auto-Scaling in Container Cloud. CLOUD (2021)
Yuyin Zhou, Shih-Cheng Huang, Jason Alan Fries, Alaa Youssef, Timothy J. Amrhein, Marcello Chang, Imon Banerjee, Daniel Rubin, Lei Xing, Nigam Shah, Matthew P. Lungren
RadFusion: Benchmarking Performance and Fairness for Multimodal Pulmonary Embolism Detection from CT and EHR. CoRR (2021)
Anna Maria Nestorov, Jordà Polo, Claudia Misale, David Carrera, Alaa Youssef
Performance Evaluation of Data-Centric Workloads in Serverless Environments. CLOUD (2021)
Marcelo Amaral, Jordà Polo, David Carrera, Nelson M. Gonzalez, Chih-Chieh Yang, Alessandro Morari, Bruce D'Amora, Alaa Youssef, Malgorzata Steinder
DRMaestro: orchestrating disaggregated resources on virtualized data-centers. J. Cloud Comput. 10 (1) (2021)
Josep Lluís Berral, Chen Wang, Alaa Youssef
AI4DL: Mining Behaviors of Deep Learning Workloads for Resource Management. HotCloud (2020)
David Buchaca Prats, Josep Lluís Berral, Chen Wang, Alaa Youssef
Proactive Container Auto-scaling for Cloud Native Machine Learning Services. CLOUD (2020)
Mehmet Fatih Aktas, Chen Wang, Alaa Youssef, Malgorzata Gosia Steinder
Resource Profile Advisor for Containers in Cognitive Platform. SoCC (2018)
Faria Kalim, Asser N. Tantawi, Stefania Costache, Alaa Youssef
Reducing tail latencies in micro-batch streaming workloads. SoCC (2017)
Nilton Bila, Paolo Dettori, Ali Kanso, Yuji Watanabe, Alaa Youssef
Leveraging the Serverless Architecture for Securing Linux Containers. ICDCS Workshops (2017)
Ali Kanso, Alaa Youssef
Serverless: beyond the cloud. WOSC@Middleware (2017)
Giovanni Pacifici, Mike Spreitzer, Asser N. Tantawi, Alaa Youssef
Performance management for cluster-based web services. IEEE J. Sel. Areas Commun. 23 (12) (2005)
Asit Dan, Doug Davis, Robert D. Kearney, Alexander Keller, Richard P. King, Dietmar Kuebler, Heiko Ludwig, Mike Polan, Mike Spreitzer, Alaa Youssef
Web services on demand: WSLA-driven automated management. IBM Syst. J. 43 (1) (2004)
Ronald M. Levy, Jay Nagarajarao, Giovanni Pacifici, Mike Spreitzer, Asser N. Tantawi, Alaa Youssef
Performance Management for Cluster Based Web Services. Integrated Network Management (2003)
Magda Mourad, Jonathan P. Munson, Tamer Nadeem, Giovanni Pacifici, Marco Pistoia, Alaa Youssef
WebGuard: A System for Web Content Protection. WWW Posters (2001)
Alaa Youssef, Hussein M. Abdel-Wahab, Kurt Maly
The architecture of a middleware layer for controlling the quality of multimedia sessions. Clust. Comput. 2 (3) (1999)
Giovanni Pacifici, Alaa Youssef
Synchronous Annotation of Shared HTML Documents. IMSA (1999)
Alaa Youssef, Hussein M. Abdel-Wahab, Kurt Maly, Mohamed G. Gouda
General and Scalable State Feedback for Multimedia Systems. ISCC (1999)
Hussein M. Abdel-Wahab, Alaa Youssef, Kurt Maly
Distributed management of exclusive resources in collaborative multimedia systems. ISCC (1998)
Alaa Youssef, Hussein M. Abdel-Wahab, Kurt Maly
The Software Architecture of a Distributed Quality of Session Control Layer. HPDC (1998)
Alaa Youssef, Hussein M. Abdel-Wahab, Kurt Maly
A Scalable and Robust Feedback Mechanism for Adaptive Multimedia Multicast Systems. HPN (1998)
Alaa Youssef, Hussein M. Abdel-Wahab, Kurt Maly
Controlling Quality of Session in Adaptive Multimedia Multicast Systems. ICNP (1998)
Alaa Youssef, Hussein M. Abdel-Wahab, Kurt Maly
Performance evaluation of an inter-stream adaptation algorithm for multimedia communications. PICS (1998)
Hussein M. Abdel-Wahab, Kurt Maly, Emilia Stoica, Alaa Youssef
The Role of Multicasting in Managing Interactive Multimedia Distance Learning Systems. J. Netw. Syst. Manag. 5 (3) (1997)
Kurt Maly, Hussein M. Abdel-Wahab, C. Michael Overstreet, J. Christian Wild, Ajay K. Gupta, Alaa Youssef, Emilia Stoica, Ehab S. Al-Shaer
Interactive Distance Learning over Intranets. IEEE Internet Comput. 1 (1) (1997)
Ehab S. Al-Shaer, Alaa Youssef, Hussein M. Abdel-Wahab, Kurt Maly, C. Michael Overstreet
Reliability, Scalability and Robustness Issues in IRI*. WETICE (1997)
Alaa Youssef, Hussein M. Abdel-Wahab, Kurt Maly, Mohamed G. Gouda
Inter-stream adaptation for collaborative multimedia applications. ISCC (1997)
Hussein M. Abdel-Wahab, Kurt Maly, Alaa Youssef, Emilia Stoica, C. Michael Overstreet, J. Christian Wild, Ajay Gupta
The software architecture and interprocess communications of IRI: an Internet-based interactive distance learning system. WETICE (1996)
Kurt Maly, J. Christian Wild, C. Michael Overstreet, Hussein M. Abdel-Wahab, Ajay Gupta, Alaa Youssef, Emilia Stoica, R. Talla, A. Prabhu
Interactive remote instruction: initial experiences. ITiCSE (1996)