Amal Tawakuli

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 8

Top Topics

Generalized Procrustes Analysis

Distributed Stream Processing

Data Preprocessing

Top Venues

Publications

Amal Tawakuli, Daniel Kaiser, Thomas Engel
Experience: Differentiating Between Isolated and Sequence Missing Data. ACM J. Data Inf. Qual. 15 (2) (2023)
Amal Tawakuli, Thomas Engel
Towards Normalizing The Design Phase of Data Preprocessing Pipelines For IoT Data. Big Data (2022)
Vinu Ellampallil Venugopal, Martin Theobald, Damien Tassetti, Samira Chaychi, Amal Tawakuli
Targeting a light-weight and multi-channel approach for distributed stream processing. J. Parallel Distributed Comput. 167 (2022)
Amal Tawakuli, Daniel Kaiser, Thomas Engel
Transforming IoT Data Preprocessing: A Holistic, Normalized and Distributed Approach. SenSys (2022)
Amal Tawakuli, Thomas Engel
The Impact of Distributed Data Preprocessing on Automotive Data Streams. VTC Fall (2022)
Vinu E. Venugopal, Martin Theobald, Samira Chaychi, Amal Tawakuli
AIR: A Light-Weight Yet High-Performance Dataflow Engine based on Asynchronous Iterative Routing. CoRR (2020)
Amal Tawakuli, Daniel Kaiser, Thomas Engel
Synchronized Preprocessing of Sensor Data. IEEE BigData (2020)
Vinu E. Venugopal, Martin Theobald, Samira Chaychi, Amal Tawakuli
AIR: A Light-Weight Yet High-Performance Dataflow Engine based on Asynchronous Iterative Routing. SBAC-PAD (2020)