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Data catalog
Graphs DB
Streaming analytic
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Data migration & replication
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Vector database
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Reverse ETL
LLM training
Support CDC streaming
No code data app
Customer data/engagement platform
Kafka topics ingestion
Serverless
SQL to dataset
Distributed computation
API - Library
Autoscaling
Productionize DS notebook
Support Flink library
Run on YARN
Run on Mesos
Run on K8s
In-Memory Performance
Unified model for batch and streaming
Run on Spark
Run on Flink
Run on Samza
Run on GCP Dataflow
Python library
Compiler technology
Computation optimization
Visual tool
Data quality checks
Spark library
Scala style API
computation middleware
Unified API
Sort Merge Bucket
OLAP
In-process DB
Time series database
Support evolving schema
Support nested schema
Support HDFS
Column-oriented storage
Query federation
Support Hive Metastore
MPP architecture
Text search
ANN search
Self managed Iceberg service
Conditional writes
NoSQL
Computation storage seperation
Design for time series data
Knowledge graphs
Horizontal scalability
Automatic database tuning
Hadoop eco
OLTP
LLM powered
Analysis by LLM
Anomaly detection
Data lineage
ETL testing
Self-service validation
Powered by ML
Federated queries
ML UDF function
Provide data schema for Spark
Data fabric
Data versioning
Support transactions
Support Upsert
Audit history
Support data compaction
Designed for K8s
DAG templates
Model deployment
Support dbt project
Knowledge library/portal
Entity resolution
Feature store
Model governance
Containerized
Automated data classification
Tag-based access control
Anonymize data
Data profiling
Metrics store
Experimentation platform
ScyllaDB
MLRun
Rivery
AWS Database Migration Service
Streamlit
AWS EventBridge
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Apache Paimon
OceanBase
ZenML
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