ADVDB23 02 - Modern Analytical Database Systems
Современные аналитические системы баз данных Слайды https://15721.courses.cs.cmu.edu/spring2023/slides/02-modernolap.pdf M. Vuppalapati, et al., Building An Elastic Query Engine on Disaggregated Storage, in NSDI, 2022 https://15721.courses.cs.cmu.edu/spring2023/papers/02-modern/vuppalapati-nsdi22.pdf M. Armbrust, et al., Lakehouse: A New Generation of Open Platforms that Unify Data Warehousing and Advanced Analytics, in CIDR, 2021 https://15721.courses.cs.cmu.edu/spring2023/papers/02-modern/armbrust-cidr21.pdf 00:00 Intro 01:07 COURSE OUTLINE 05:28 DISTRIBUTED QUERY EXECUTION 13:53 DISTRIBUTED SYSTEM ARCHITECTURE 16:01 PUSH VS. PULL 28:25 SHARED DISK 30:12 OBJECT STORES 36:30 OBSERVATION 38:23 OLAP COMMODITIZATION 41:04 SYSTEM CATALOGS 42:33 QUERY OPTIMIZERS 44:38 FILE FORMATS 48:11 EXECUTION ENGINES 50:57 CONCLUSION 51:38 NEXT CLASS
Современные аналитические системы баз данных Слайды https://15721.courses.cs.cmu.edu/spring2023/slides/02-modernolap.pdf M. Vuppalapati, et al., Building An Elastic Query Engine on Disaggregated Storage, in NSDI, 2022 https://15721.courses.cs.cmu.edu/spring2023/papers/02-modern/vuppalapati-nsdi22.pdf M. Armbrust, et al., Lakehouse: A New Generation of Open Platforms that Unify Data Warehousing and Advanced Analytics, in CIDR, 2021 https://15721.courses.cs.cmu.edu/spring2023/papers/02-modern/armbrust-cidr21.pdf 00:00 Intro 01:07 COURSE OUTLINE 05:28 DISTRIBUTED QUERY EXECUTION 13:53 DISTRIBUTED SYSTEM ARCHITECTURE 16:01 PUSH VS. PULL 28:25 SHARED DISK 30:12 OBJECT STORES 36:30 OBSERVATION 38:23 OLAP COMMODITIZATION 41:04 SYSTEM CATALOGS 42:33 QUERY OPTIMIZERS 44:38 FILE FORMATS 48:11 EXECUTION ENGINES 50:57 CONCLUSION 51:38 NEXT CLASS