Proceedings of the 8th International Workshop on Big Data, IoT Streams and Heterogeneous Source Mining - Algorithms, Systems, Programming Models and Applications co-located with 25th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2019), Anchorage, Alaska, August 4-8, 2019.