Meta's Next-generation Realtime Monitoring and Analytics Platform

Summary: Decouples storage from query serving in Scuba to create a single durable source of truth, enabling better fault tolerance and faster, fresher queries. Production rollout of Kraken preserves availability with zero-downtime migration while tolerating bounded data incompleteness. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 12828
Venue: VLDB
Year: 2022
Pagerank: 4.3942367e-05
Overall Rank: 9,111 | 36.62%
DOI: 10.14778/3554821.3554841

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 2 of 2 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
7,492	Krypton: Real-time Serving and Analytical SQL Engine at ByteDance	2023	VLDB	4.7180617e-05
10,766	Scribe: How Meta transports terabytes per second in real time	2025	VLDB	4.1945683e-05

Outgoing Citations (Sorted by Pagerank)

Showing 17 of 17 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank	Cited Paper	Year	Venue	Pagerank
109	Dremel: Interactive Analysis of Web-Scale Datasets	2010	VLDB	0.00048186983
167	The Snowflake Elastic Data Warehouse	2016	SIGMOD	0.00039180521
210	Gorilla: A Fast, Scalable, In-Memory Time Series Database	2015	VLDB	0.0003404384
310	The Vertica Analytic Database: C-Store 7 Years Later	2012	VLDB	0.00028132402
368	Small Materialized Aggregates: A Light Weight Index Structure for Data Warehousing	1998	VLDB	0.000254931
426	Amazon Redshift and the Case for Simpler Data Warehouses	2015	SIGMOD	0.00023594359
476	Impala: A Modern, Open-Source SQL Engine for Hadoop	2015	CIDR	0.00022226941
1,355	SQL/MapReduce: A practical approach to self-describing, polymorphic, and parallelizable user-defined functions	2009	VLDB	0.00012404572
1,377	Lakehouse: A New Generation of Open Platforms that Unify Data Warehousing and Advanced Analytics	2021	CIDR	0.00012296941
1,487	Scuba: Diving into Data at Facebook	2013	VLDB	0.00011701099
1,588	Druid: A Real-time Analytical Data Store	2014	SIGMOD	0.00011239313
1,943	Procella: Unifying serving and analytical data at YouTube	2019	VLDB	0.00010012569
3,355	F1 Query: Declarative Querying at Scale	2018	VLDB	7.1829142e-05
4,001	Partial Join Order Optimization in the ParAccel Analytic Database	2009	SIGMOD	6.5463503e-05
4,670	Napa: Powering Scalable Data Warehousing with Robust Query Performance at Google	2021	VLDB	6.0104466e-05
4,767	Pinot: Realtime OLAP for 530 Million Users	2018	SIGMOD	5.9364731e-05
5,120	Fast Database Restarts at Facebook	2014	SIGMOD	5.6803959e-05

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Overall Rank	Paper	Year	Venue	Pagerank
11,625	InvaliDB: Scalable Push-Based Real-Time Queries on Top of Pull-Based Databases (Extended)	2020	VLDB	4.1945683e-05
12,005	Design and Implementation of a Real-Time Interactive Analytics System for Large Spatio-Temporal Data	2014	VLDB	4.1945683e-05
7,492	Krypton: Real-time Serving and Analytical SQL Engine at ByteDance	2023	VLDB	4.7180617e-05
10,766	Scribe: How Meta transports terabytes per second in real time	2025	VLDB	4.1945683e-05
5,120	Fast Database Restarts at Facebook	2014	SIGMOD	5.6803959e-05
11,153	FlexiRaft: Flexible Quorums with Raft	2023	CIDR	4.1945683e-05
5,069	Disaggregating RocksDB: A Production Experience	2023	SIGMOD	5.7202501e-05
2,844	Towards Scalable Real-time Analytics: An Architecture for Scale-out of OLxP Workloads	2015	VLDB	8.0243849e-05
6,715	Shared Foundations: Modernizing Meta's Data Lakehouse	2023	CIDR	4.9509939e-05
1,487	Scuba: Diving into Data at Facebook	2013	VLDB	0.00011701099