Synchronized Preprocessing of Sensor Data. - Amal Tawakuli; Daniel Kaiser 001; Thomas Engel 001 (IEEE BigData, 2020)

AIR: A Light-Weight Yet High-Performance Dataflow Engine based on Asynchronous Iterative Routing. - Vinu E. Venugopal; Martin Theobald; Samira Chaychi; Amal Tawakuli (SBAC-PAD, 2020)

Towards Normalizing The Design Phase of Data Preprocessing Pipelines For IoT Data. - Amal Tawakuli; Thomas Engel 001 (IEEE Big Data, 2022)

Transforming IoT Data Preprocessing: A Holistic, Normalized and Distributed Approach. - Amal Tawakuli; Daniel Kaiser 001; Thomas Engel 001 (SenSys, 2022)

The Impact of Distributed Data Preprocessing on Automotive Data Streams. - Amal Tawakuli; Thomas Engel 001 (VTC Fall, 2022)

Targeting a light-weight and multi-channel approach for distributed stream processing. - Vinu Ellampallil Venugopal; Martin Theobald; Damien Tassetti; Samira Chaychi; Amal Tawakuli (J. Parallel Distributed Comput., 2022)

Transforming Data Preprocessing: a Holistic, Normalized and Distributed Approach. - Amal Tawakuli (2022)

Experience: Differentiating Between Isolated and Sequence Missing Data. - Amal Tawakuli; Daniel Kaiser 001; Thomas Engel 001 (ACM J. Data Inf. Qual., 2023)