Privacy Preserving Time-Series Forecasting of User Health Data Streams. - Sana Imtiaz; Sonia-Florina Horchidan; Zainab Abbas; Muhammad Arsalan; Hassan Nazeer Chaudhry; Vladimir Vlassov (IEEE BigData, 2020)

Evaluating model serving strategies over streaming data. - Sonia Horchidan; Emmanouil Kritharakis; Vasiliki Kalavri; Paris Carbone (DEEM@SIGMOD, 2022)

GCNSplit: bounding the state of streaming graph partitioning. - Michal Zwolak; Zainab Abbas; Sonia Horchidan; Paris Carbone; Vasiliki Kalavri (aiDM@SIGMOD, 2022)

ORB: Empowering Graph Queries through Inference. - Sonia Horchidan; Paris Carbone (ESWC Workshops, 2023)

Query Optimization for Inference-Based Graph Databases. - Sonia Horchidan (PhD@VLDB, 2023)

Crayfish: Navigating the Labyrinth of Machine Learning Inference in Stream Processing Systems. - Sonia Horchidan; Po Hao Chen 002; Emmanouil Kritharakis; Paris Carbone; Vasiliki Kalavri (EDBT, 2024)