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Database Development

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Database Development

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Research Frontiers in Graph Database Query Optimization

Development of novel algorithms and indexing strategies for efficient traversal and pattern matching in large-scale graph databases.

Subgraph Isomorphism at Scale: Distributed Pattern Matching
Cardinality Estimation in Heterogeneous Graph Topologies
Adaptive Join Ordering for Dynamic Graph Structures
Temporal Graph Traversal: Time-Aware Query Optimization
Semantic Graph Compression for Query Acceleration
Neural Cost Models for Graph Database Planning
Property Graph Vectorization and Similarity Search
Federated Graph Query Processing Across Distributed Sources
Graph Partitioning Strategies for Cross-Partition Traversal
Approximate Query Answers via Probabilistic Graph Sketches

All Database Development PhD categories