We encourage original submissions related to, but not limited to, the following advanced energy materials based system topics:

Big Data Models and Algorithms

Foundational Models for Big Data
Algorithms and Programming Techniques for Big Data Processing
Big Data Analytics and Metrics
Representation Formats for Multimedia Big Data
Advances in Neural Networks and Deep Learning for Large-Scale Data Analytics
Evolutionary Computation and Genetic Algorithms for Big Data Optimization
Fuzzy Systems for Uncertain and Complex Data Modeling
Decentralized and Self-Organizing Networks for Scalable Data Clustering
Self-Adaptive Architectures for Real-Time Big Data Stream Processing
Bio-Inspired Self-Organization in Edge Computing and IoT Data Fusion

Big Data Architectures

Cloud Computing Techniques for Big Data
Big Data as a Service
Big Data Open Platforms
Big Data in Mobile and Pervasive Computing
Real-Time Big Data Processing and Stream Architectures
Scalable Storage Systems for Big Data
Edge and Fog Computing for Big Data
AI-Driven Big Data Architecture Design
Energy-Efficient Big Data Systems
Privacy-Preserving Big Data Architectures
  	 
Big Data Management

Big Data Persistence and Preservation
Big Data Quality and Provenance Control
Big Data Storage and Retrieval
Adaptive Distributed Storage: Self-Optimizing Architectures for Scalable Data Lakes
Self-Healing Data Backup Strategies in Decentralized Environments
Autonomic Indexing and Retrieval in Large-Scale Unstructured Data Networks
Energy-Efficient Self-Organization for Edge-Based Big Data Processing
Bayesian Nonparametrics for Anomaly Detection in High-Velocity Data Streams
Robust Statistical Cleaning of Noisy Heterogeneous Datasets
Causal Inference Frameworks for Data Quality Root-Cause Analysis

Big Data Security and Privacy

Big Data System Security and Integrity
Big Data Information Security
Privacy Preserving Big Data Analytics
Secure Multi-Party Computation for Big Data
Blockchain-Based Big Data Security Solutions
Differential Privacy in Big Data Systems
AI-Powered Threat Detection in Big Data
Compliance and Regulatory Challenges in Big Data (GDPR, CCPA, etc.)
Secure Data Provenance and Auditing
Adversarial Attacks and Defenses in Big Data Analytics
  	 
Big Data in Smart Cities

Big Data for Improving Resilient Infrastructures
Big Data Applications such as Healthcare and Transportation
Big Data for Enterprise, Government, and Society
Big Data for Science and Engineering Research
Deep Learning for Smart City Traffic Flow Prediction and Optimization
Fuzzy Logic-Based Demand Response in Smart Grids: Handling Uncertainty in Energy Load Forecasting
Large-Scale Satellite Image Processing: Machine Learning for Deforestation and Carbon Emission Monitoring
Bayesian Uncertainty Quantification in Climate Risk Assessment

Big Data Search, Mining, and Visualization

Algorithms and Systems for Big Data Search
Distributed, and Peer-to-peer Search
Machine learning based on Big Data
Visualization Analytics for Big Data
Interactive and Real-Time Big Data Visualization
Explainable AI (XAI) for Big Data Mining
Graph Mining and Network Analysis at Scale
Natural Language Processing (NLP) for Big Text Data
Multimodal Big Data Fusion and Mining
Human-in-the-Loop Big Data Analytics