Abdullah Alomar

According to our database, Abdullah Alomar authored at least 13 papers between 2017 and 2024.

Collaborative distances:

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

2024

Simulating Dynamical Systems from Data

Abdullah Alomar

PhD thesis, 2024

2023

CausalSim: A Causal Framework for Unbiased Trace-Driven Simulation.

Abdullah Alomar, Pouya Hamadanian, Arash Nasr-Esfahany, Anish Agarwal, Mohammad Alizadeh, Devavrat Shah

Proceedings of the 20th USENIX Symposium on Networked Systems Design and Implementation, 2023

SAMoSSA: Multivariate Singular Spectrum Analysis with Stochastic Autoregressive Noise.

Abdullah Alomar, Munther A. Dahleh, Sean Mann, Devavrat Shah

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

CausalSim: Toward a Causal Data-Driven Simulator for Network Protocols.

Abdullah Alomar, Pouya Hamadanian, Arash Nasr-Esfahany, Anish Agarwal, Mohammad Alizadeh, Devavrat Shah

CoRR, 2022

On Multivariate Singular Spectrum Analysis and Its Variants.

Anish Agarwal, Abdullah Alomar, Devavrat Shah

Proceedings of the SIGMETRICS/PERFORMANCE '22: ACM SIGMETRICS/IFIP PERFORMANCE Joint International Conference on Measurement and Modeling of Computer Systems, Mumbai, India, June 6, 2022

2021

Change Point Detection via Multivariate Singular Spectrum Analysis.

Arwa Alanqary, Abdullah Alomar, Devavrat Shah

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

PerSim: Data-Efficient Offline Reinforcement Learning with Heterogeneous Agents via Personalized Simulators.

Anish Agarwal, Abdullah Alomar, Varkey Alumootil, Devavrat Shah, Dennis Shen, Zhi Xu, Cindy Yang

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

On Multivariate Singular Spectrum Analysis.

Anish Agarwal, Abdullah Alomar, Devavrat Shah

CoRR, 2020

Synthetic Interventions.

Anish Agarwal, Abdullah Alomar, Romain Cosson, Devavrat Shah, Dennis Shen

CoRR, 2020

Two Burning Questions on COVID-19: Did shutting down the economy help? Can we (partially) reopen the economy without risking the second wave?

Anish Agarwal, Abdullah Alomar, Arnab Sarker, Devavrat Shah, Dennis Shen, Cindy Yang

CoRR, 2020

tspDB: Time Series Predict DB.

Anish Agarwal, Abdullah Alomar, Devavrat Shah

Proceedings of the NeurIPS 2020 Competition and Demonstration Track, 2020

2019

Time Series Predict DB.

Abdullah Alomar, Muhammad J. Amjad, Robert Lindland, Devavrat Shah

CoRR, 2019

2017

How Visual Analytics Unlock Insights into Traffic Incidents in Urban Areas.

Abdullah Alomar, Najat Alrashed, Isra Alturaiki, Hotham Altwaijry

Proceedings of the Social Computing and Social Media. Applications and Analytics, 2017