SystologyParallelization
- Photohaul
—
Deduplication
,
Extensibility
,
Media
and +2 more
A robust Java-based photo organization and migration engine featuring content-hash deduplication, a metadata-driven folder structure DSL with fallback chains, XMP sidecar discovery, parallel transfer pipelines, and multi-backend cloud targets.
- Data Pipelines
—
Data-Pipelines
,
Fault-Tolerance
,
Parallelization
and +2 more
Architectural principles for reliable batch and streaming data pipelines; focusing on strict time semantics, exactly-once processing, optimal partitioning, observability, and reproducible states.
- Data Processing Architectures
—
Data-Pipelines
,
Fault-Tolerance
,
Parallelization
and +2 more
A deep architectural comparison of data processing pipelines: evaluating Apache Spark's batch ETL model against Apache Beam's portable unified model and Apache Flink's native API for stateful processing.