Abstract: The modern world is powered by data. However, as the capabilities of data-intensive systems grow, so does their complexity, making them hard to understand and troubleshoot. I will discuss my lab's efforts towards understanding models and the data they learn from, including local and global model explanations as well as…

Abstract: The potential of Edge and IoT applications encompasses realms like smart cities, mobility solutions, and immersive technologies. Yet, the actualization of these promising applications stumbles upon a fundamental impediment: the prevailing cloud data management technologies are often hosted on remote data centers. This…