Citation Impact

Citing Papers

Google Earth Engine: A Global Analysis and Future Trends
2023 Standout
A Topic Modeling Comparison Between LDA, NMF, Top2Vec, and BERTopic to Demystify Twitter Posts
2022 Standout
Social big data: Recent achievements and new challenges
2015
Towards sustainable smart cities: A review of trends, architectures, components, and open challenges in smart cities
2018 Standout
Big Data technologies: A survey
2017 Standout
Smart sustainable cities of the future: An extensive interdisciplinary literature review
2017 Standout
Big data analytics and big data science: a survey
2016
Literature review of Industry 4.0 and related technologies
2018 Standout
Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI
2019 Standout
Applications of big data to smart cities
2015
The design of a query monitoring system
2009
SystemML
2016
The family of mapreduce and large-scale data processing systems
2013
SEN12MS – A CURATED DATASET OF GEOREFERENCED MULTI-SPECTRAL SENTINEL-1/2 IMAGERY FOR DEEP LEARNING AND DATA FUSION
2019
A comprehensive review of big data analytics throughout product lifecycle to support sustainable smart manufacturing: A framework, challenges and future research directions
2018 Standout
The rise of “big data” on cloud computing: Review and open research issues
2014 Standout
Big Data Analytics in Intelligent Transportation Systems: A Survey
2018 Standout
Machine learning on big data: Opportunities and challenges
2017
A survey of mobile cloud computing: architecture, applications, and approaches
2011 Standout
The dawning of the autonomic computing era
2003
Sentiment analysis on massive open online course evaluations: A text mining and deep learning approach
2020 Standout
Assessing the impact of big data on firm innovation performance: Big data is not always better data
2019 Standout
Discovery of medical Big Data analytics: Improving the prediction of traumatic brain injury survival rates by data mining Patient Informatics Processing Software Hybrid Hadoop Hive
2015
A new architecture of Internet of Things and big data ecosystem for secured smart healthcare monitoring and alerting system
2017 Standout
BOAT: A Block-Streaming App Execution Scheme for Lightweight IoT Devices
2018 Standout
On hyperparameter optimization of machine learning algorithms: Theory and practice
2020 Standout
Serving at the Edge: A Scalable IoT Architecture Based on Transparent Computing
2017 Standout
The role of big data in smart city
2016 Standout
Big Data: Tutorial and guidelines on information and process fusion for analytics algorithms with MapReduce
2017
SMOTE for Learning from Imbalanced Data: Progress and Challenges, Marking the 15-year Anniversary
2018 Standout
Basic concepts and taxonomy of dependable and secure computing
2004 Standout
A survey of open source tools for machine learning with big data in the Hadoop ecosystem
2015
A survey on security issues in service delivery models of cloud computing
2010 Standout
Big Data Analysis in Smart Manufacturing: A Review
2017
A Survey on Network Methodologies for Real-Time Analytics of Massive IoT Data and Open Research Issues
2017

Works of Volker Markl being referenced

Bigearthnet: A Large-Scale Benchmark Archive for Remote Sensing Image Understanding
2019
LEO - DB2's LEarning Optimizer
2001
Applying stratosphere for big data analytics
2013
Apache flink : Stream and batch processing in a single engine
2015
The Stratosphere platform for big data analytics
2014
Spinning fast iterative data flows
2012
LEO: An autonomic query optimizer for DB2
2003
Massively parallel data analysis with PACTs on Nephele
2010
Implicit Parallelism through Deep Language Embedding
2015
Big Data
2014
Breaking the chains
2014
Rankless by CCL
2026