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Awesome List
A curated list of awesome big data frameworks, ressources and other awesomeness.
GitHub stars and default-branch commits for oxnr/awesome-bigdata.
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Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search
TiDB is built for agentic workloads that grow unpredictably, with ACID guarantees and native support for transactions, analytics, and vector search. No data silos. No noisy neighbors. No infrastructure ceiling.
CockroachDB — the cloud native, distributed SQL database designed for high availability, effortless scale, and control over data placement.
High-performance, scalable time-series database designed for Industrial IoT (IIoT) scenarios
high-performance graph database for real-time use cases
VictoriaMetrics: fast, cost-effective monitoring solution and time series database
Apache Pulsar - distributed pub-sub messaging system
An open-source graph database
JuiceFS is a distributed POSIX file system built on top of Redis and S3.
Highly available Prometheus setup with long term storage capabilities. A CNCF Incubating project.
YugabyteDB - the cloud native distributed SQL database for mission-critical applications.
Real-time Geospatial and Geofencing
The Open Source Feature Store for AI/ML
BuntDB is an embeddable, in-memory key/value database for Go with custom indexing and geospatial support
The AI-native database built for LLM applications, providing incredibly fast hybrid search of dense vector, sparse vector, tensor (multi-vector), and full-text.
Privacy and Security focused Segment-alternative, in Golang and React
ingestr is a CLI tool to copy data between any databases with a single command seamlessly.
Kubernetes-native platform to run massively parallel data/streaming jobs
A crazy fast analytical database, built on bitmaps. Perfect for ML applications. Learn more at: http://docs.featurebase.com/. Start a Docker instance: https://hub.docker.com/r/featurebasedb/featurebase
Open source framework for processing, monitoring, and alerting on time series data
Build data pipelines with SQL and Python, ingest data from different sources, add quality checks, and build end-to-end flows.
EliasDB a graph-based database.
Build platforms that flexibly mix SQL, batch, and stream processing paradigms
GhostDB is a distributed, in-memory, general purpose key-value data store that delivers microsecond performance at any scale.
Graviton Database: ZFS for key-value stores.
Substation is a toolkit for routing, normalizing, and enriching security event and audit logs.
Accumulo backed time series database
One database for user-user (follows), user-item (likes), and item-item (related items) interactions — precomputed, served in real-time
SeaweedFS is a fast distributed storage system for blobs, objects, files, and data lake, for billions of files! Blob store has O(1) disk seek, cloud tiering. Filer supports Cloud Drive, xDC replication, Kubernetes, POSIX FUSE mount, S3 API, S3 Gateway, Hadoop, WebDAV, encryption, Erasure Coding. Enterprise version is at seaweedfs.com.