Stephan Ewen

Social big data: Recent achievements and new challenges

Towards sustainable smart cities: A review of trends, architectures, components, and open challenges in smart cities

Big Data technologies: A survey

Smart sustainable cities of the future: An extensive interdisciplinary literature review

Big data analytics and big data science: a survey

Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI

Applications of big data to smart cities

SystemML

The family of mapreduce and large-scale data processing systems

A comprehensive review of big data analytics throughout product lifecycle to support sustainable smart manufacturing: A framework, challenges and future research directions

The rise of “big data” on cloud computing: Review and open research issues

Big Data Analytics in Intelligent Transportation Systems: A Survey

A new architecture of Internet of Things and big data ecosystem for secured smart healthcare monitoring and alerting system

BOAT: A Block-Streaming App Execution Scheme for Lightweight IoT Devices

On hyperparameter optimization of machine learning algorithms: Theory and practice

Serving at the Edge: A Scalable IoT Architecture Based on Transparent Computing

The role of big data in smart city

Big Data: Tutorial and guidelines on information and process fusion for analytics algorithms with MapReduce

SMOTE for Learning from Imbalanced Data: Progress and Challenges, Marking the 15-year Anniversary

A survey of open source tools for machine learning with big data in the Hadoop ecosystem

Big Data Analysis in Smart Manufacturing: A Review

A Survey on Network Methodologies for Real-Time Analytics of Massive IoT Data and Open Research Issues

Apache flink : Stream and batch processing in a single engine

The Stratosphere platform for big data analytics

Spinning fast iterative data flows

Massively parallel data analysis with PACTs on Nephele