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Aly Megahed
Aly Megahed
Staff Research Data Scientist at Meta
Verified email at meta.com - Homepage
Title
Cited by
Cited by
Year
A recommendation system for proactive health monitoring using IoT and wearable technologies
S Asthana, A Megahed, R Strong
2017 IEEE international conference on AI & mobile services (AIMS), 14-21, 2017
892017
The class imbalance problem
FM Megahed, YJ Chen, A Megahed, Y Ong, N Altman, M Krzywinski
Nat Methods 18 (11), 1270-7, 2021
612021
Modeling business insights into predictive analytics for the outcome of IT service contracts
A Megahed, GJ Ren, M Firth
2015 IEEE International Conference on Services Computing, 515-521, 2015
322015
An optimization approach to services sales forecasting in a multi-staged sales pipeline
A Megahed, P Yin, HRM Nezhad
2016 IEEE International Conference on Services Computing (SCC), 713-719, 2016
312016
Pricing IT services deals: A more agile top-down approach
A Megahed, K Gajananan, M Abe, S Jiang, M Smith, T Nakamura
Service-Oriented Computing: 13th International Conference, ICSOC 2015, Goa …, 2015
292015
Optimizing cloud solutioning design
A Megahed, A Nazeem, P Yin, S Tata, HRM Nezhad, T Nakamura
Future Generation Computer Systems 91, 86-95, 2019
272019
Tactical supply chain planning under uncertainty with an application in the wind turbines industry
A Megahed, M Goetschalckx
Computers & Operations Research 100, 287-300, 2018
252018
A top-down pricing algorithm for IT service contracts using lower level service data
K Gajananan, A Megahed, M Abe, T Nakamura, M Smith
2016 IEEE international conference on services computing (SCC), 720-727, 2016
252016
Top-down pricing of IT services deals with recommendation for missing values of historical and market data
A Megahed, K Gajananan, S Asthana, V Becker, M Smith, T Nakamura
Service-Oriented Computing: 14th International Conference, ICSOC 2016, Banff …, 2016
192016
Optimal dynamic placement of virtual machines in geographically distributed cloud data centers
A Balma, NB Hadj-Alouane, A Megahed, M Mohamed, S Tata, H Teyeb
US Patent 10,558,483, 2020
162020
An optimization approach for adaptive monitoring in IoT environments
S Tata, M Mohamed, A Megahed
2017 IEEE international conference on services computing (SCC), 378-385, 2017
162017
A progress advisor for IT service engagements
P Yin, HRM Nezhad, A Megahed, T Nakamura
2015 IEEE International Conference on Services Computing, 592-599, 2015
162015
Elasticity management for capacity planning in software as a service cloud computing
JM Stauffer, A Megahed, C Sriskandarajah
IISE Transactions 53 (4), 407-424, 2021
152021
Revenue prediction for a sales pipeline using optimized weights
A Megahed, HRM Nezhad, P Yin
US Patent 11,004,097, 2021
142021
A method for selecting peer deals in IT service contracts
A Megahed, S Asthana, V Becker, T Nakamura, K Gajananan
2017 IEEE International Conference on AI & Mobile Services (AIMS), 1-7, 2017
122017
Optimizing predictive precision in imbalanced datasets for actionable revenue change prediction
PD Mahajan, A Maurya, A Megahed, A Elwany, R Strong, J Blomberg
European Journal of Operational Research 285 (3), 1095-1113, 2020
112020
Adaptive multi-tenant monitoring in resource constrained environments
S Tata, M Mohamed, A Megahed
US Patent 10,555,142, 2020
112020
A Modeling Framework and Local Search Solution Methodology for A Production-Distribution Problem with Supplier Selection and Time-Aggregated Quantity Discounts
A Megahed, M Goetschalckx
Applied Mathematical Modelling, 2018
112018
Healthadvisor: recommendation system for wearable technologies enabling proactive health monitoring
S Asthana, R Strong, A Megahed
arXiv preprint arXiv:1612.00800, 2016
112016
Optimal assignment of autonomic managers to cloud resources
M Mohamed, A Megahed
2015 IEEE International Conference on Service Operations and Logistics, and …, 2015
112015
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