{"id":49799839,"url":"https://github.com/caicancai/awesome-ivm-learning","last_synced_at":"2026-05-12T13:06:55.514Z","repository":{"id":356549096,"uuid":"1090143367","full_name":"caicancai/awesome-ivm-learning","owner":"caicancai","description":"A list of learning materials to understand ivm internals","archived":false,"fork":false,"pushed_at":"2026-05-08T14:25:41.000Z","size":3,"stargazers_count":7,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2026-05-08T16:35:20.711Z","etag":null,"topics":["awesome","database","ivm"],"latest_commit_sha":null,"homepage":"","language":null,"has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/caicancai.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2025-11-05T09:26:50.000Z","updated_at":"2026-05-08T14:25:26.000Z","dependencies_parsed_at":null,"dependency_job_id":null,"html_url":"https://github.com/caicancai/awesome-ivm-learning","commit_stats":null,"previous_names":["caicancai/awesome-ivm-learning"],"tags_count":null,"template":false,"template_full_name":null,"purl":"pkg:github/caicancai/awesome-ivm-learning","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/caicancai%2Fawesome-ivm-learning","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/caicancai%2Fawesome-ivm-learning/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/caicancai%2Fawesome-ivm-learning/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/caicancai%2Fawesome-ivm-learning/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/caicancai","download_url":"https://codeload.github.com/caicancai/awesome-ivm-learning/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/caicancai%2Fawesome-ivm-learning/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32940181,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-12T09:19:52.626Z","status":"ssl_error","status_checked_at":"2026-05-12T09:17:33.438Z","response_time":102,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.6:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["awesome","database","ivm"],"created_at":"2026-05-12T13:06:54.219Z","updated_at":"2026-05-12T13:06:55.471Z","avatar_url":"https://github.com/caicancai.png","language":null,"funding_links":[],"categories":[],"sub_categories":[],"readme":"# awesome-ivm-learning\n\nA curated list of learning materials to understand incremental materialized views (IVM).\n\n\n## Table of Contents\n\n- [Projects](#projects)\n- [Papers](#papers)\n- [Blogs \u0026 Documentation](#blogs--documentation)\n\n## Projects\n\n### Production-Ready Systems\n- [feldera](https://github.com/feldera/feldera) - Incremental compute engine powered by DBSP\n- [risingwave](https://github.com/risingwavelabs/risingwave) - Distributed SQL streaming database\n- [Materialize](https://github.com/MaterializeInc/materialize) - Streaming database for real-time analytics\n- [differential-dataflow](https://github.com/TimelyDataflow/differential-dataflow) - Incremental data-parallel computation framework\n- [timely-dataflow](https://github.com/TimelyDataflow/timely-dataflow) - Timely dataflow is a low-latency cyclic dataflow computational model\n- [datafusion-materialized-views](https://github.com/datafusion-contrib/datafusion-materialized-views) - Materialized views for Apache DataFusion\n\n## Papers\n\n### Foundational Work\n- [Maintaining views incrementally](https://dl.acm.org/doi/pdf/10.1145/170035.170066) (1993)\n- [Naiad: a timely dataflow system](https://dl.acm.org/doi/pdf/10.1145/2517349.2522738) (2013)\n- [Differential Dataflow](https://github.com/timelydataflow/differential-dataflow/blob/master/differentialdataflow.pdf) (2013)\n- [DBSP: Automatic Incremental View Maintenance for Rich Query Languages](https://docs.feldera.com/vldb23.pdf) (2023)\n- [OpenIVM: a SQL-to-SQL Compiler for Incremental Computations](https://arxiv.org/pdf/2404.16486v1#page=0.93) (2024)\n- [Incremental Processing with Change Queries in Snowflake](https://dl.acm.org/doi/pdf/10.1145/3589776) (2023)\n- [Tempura: A General Cost-Based Optimizer Framework for Incremental Data Processing](https://www.vldb.org/pvldb/vol14/p14-wang.pdf) (2021)\n- [Enzyme: Incremental View Maintenance for Data Engineering](https://arxiv.org/pdf/2603.27775) (2026)\n\n## Blogs \u0026 Documentation\n\n- [The Feldera Blog](https://www.feldera.com/blog)\n- [Postgres IVM](https://wiki.postgresql.org/wiki/Incremental_View_Maintenance)\n- [The RisingWave Blog](https://risingwave.com/blog/)\n\n\n## Contributing\n\nPlease submit a pull request if you have materials that should be included in this collection!\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcaicancai%2Fawesome-ivm-learning","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fcaicancai%2Fawesome-ivm-learning","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcaicancai%2Fawesome-ivm-learning/lists"}