Topics

The JANOLI International Journal of Big Data (JIJBD) explores innovations in big data management, analytics, and applications.

1. Big Data Technologies

  • Cloud computing and big data infrastructure
  • Distributed databases and NoSQL
  • Hadoop, Spark, and MapReduce frameworks
  • Data lakes and warehousing

2. Data Mining and Pattern Recognition

  • Large-scale data classification and clustering
  • Sentiment analysis and text mining
  • Graph analytics and social network analysis
  • Anomaly detection and fraud analytics

3. Scalable Machine Learning and AI in Big Data

  • Deep learning on large datasets
  • Federated learning and decentralized AI
  • Reinforcement learning on big data platforms
  • Automated machine learning (AutoML)

4. Security, Ethics, and Privacy in Big Data

  • Data governance and regulatory compliance
  • Privacy-preserving data analytics
  • Blockchain for secure data management