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Zainab Abbas
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Streaming graph partitioning: an experimental study
Z Abbas, V Kalavri, P Carbone, V Vlassov
Proceedings of the VLDB Endowment 11 (11), 1590-1603, 2018
732018
Short-term traffic prediction using long short-term memory neural networks
Z Abbas, A Al-Shishtawy, S Girdzijauskas, V Vlassov
2018 IEEE International Congress on Big Data (BigData Congress), 57-65, 2018
322018
Privacy preserving time-series forecasting of user health data streams
S Imtiaz, SF Horchidan, Z Abbas, M Arsalan, HN Chaudhry, V Vlassov
2020 IEEE International Conference on Big Data (Big Data), 3428-3437, 2020
102020
Scaling deep learning models for large spatial time-series forecasting
Z Abbas, JR Ivarsson, A Al-Shishtawy, V Vlassov
2019 IEEE International Conference on Big Data (Big Data), 1587-1594, 2019
62019
Real-time Traffic Jam Detection and Congestion Reduction Using Streaming Graph Analytics
Z Abbas, P Sottovia, MAH Hassan, D Foroni, S Bortoli
2020 IEEE International Conference on Big Data (Big Data), 3109-3118, 2020
32020
Graph representation matters in device placement
M Mitropolitsky, Z Abbas, AH Payberah
Proceedings of the Workshop on Distributed Infrastructures for Deep Learning …, 2020
32020
Evaluation of the use of streaming graph processing algorithms for road congestion detection
Z Abbas, TT Sigurdsson, A Al-Shishtawy, V Vlassov
2018 IEEE Intl Conf on Parallel & Distributed Processing with Applications …, 2018
32018
Streaming Graph Partitioning: Degree Project in Distributed Computing at KTH Information and Communication Technology
Z Abbas
22016
Privacy preserving survival prediction
S Fedeli, F Schain, S Imtiaz, Z Abbas, V Vlassov
2021 IEEE International Conference on Big Data (Big Data), 4600-4608, 2021
12021
GCNSplit: Bounding the State of Streaming Graph Partitioning
M Zwolak, Z Abbas, S Horchidan, P Carbone, V Kalavri
2022
Scalable Streaming Graph and Time Series Analysis Using Partitioning and Machine Learning
Z Abbas
KTH Royal Institute of Technology, 2021
2021
Making Sense of Streaming Graph Partitioning
Z Abbas, V Kalavri, P Carbone, V Vlassov
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Articles 1–12