Quill: Efficient, Transferable, and Rich Analytics at Scale

Summary: Quill is a cloud-native platform for scalable relational and temporal analytics. It introduces ShardedStreamable, a transferable abstraction decoupling incremental logic, data movement, and keying to enable offline/real-time plans; a master-less architecture with Trill integration scales to many nodes and yields orders-of-magnitude gains on temporal workloads over SparkSQL. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 11302
Venue: VLDB
Year: 2016
Pagerank: 4.7003593e-05
Overall Rank: 7,599 | 47.14%
DOI: -

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 3 of 3 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
4,248	Hyper Dimension Shuffle: Efficient Data Repartition at Petabyte Scale in SCOPE	2019	VLDB	6.3247927e-05
5,464	A.M.B.R.O.S.I.A: Providing Performant Virtual Resiliency for Distributed Applications	2020	VLDB	5.4933659e-05
6,242	Helios: Hyperscale Indexing for the Cloud & Edge	2020	VLDB	5.1408379e-05

Outgoing Citations (Sorted by Pagerank)

Showing 15 of 15 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
42	A Comparison of Approaches to Large-Scale Data Analysis	2009	SIGMOD	0.00073498298
43	Models and Issues in Data Stream Systems	2002	PODS	0.00072723062
66	Spark SQL: Relational Data Processing in Spark	2015	SIGMOD	0.00061639801
70	Hive - A Warehousing Solution Over a Map-Reduce Framework	2009	VLDB	0.00059533166
191	The Design of the Borealis Stream Processing Engine	2005	CIDR	0.00035738595
314	MillWheel: Fault-Tolerant Stream Processing at Internet Scale	2013	VLDB	0.00028084774
476	Impala: A Modern, Open-Source SQL Engine for Hadoop	2015	CIDR	0.00022226941
538	The Dataflow Model: A Practical Approach to Balancing Correctness, Latency, and Cost in Massive-Scale, Unbounded, Out-of-Order Data Processing	2015	VLDB	0.00020678804
542	Shark: SQL and Rich Analytics at Scale	2013	SIGMOD	0.00020595648
960	A Comparison of Join Algorithms for Log Processing in MapReduce	2010	SIGMOD	0.00015012242
1,074	Processing Theta-Joins using MapReduce*	2011	SIGMOD	0.00014260096
1,098	Trill: A High-Performance Incremental Query Processor for Diverse Analytics	2015	VLDB	0.00014114442
1,790	StreamRec: A Real-Time Recommender System	2011	SIGMOD	0.00010551363
1,939	From Theory to Practice: Efficient Join Query Evaluation in a Parallel Database System	2015	SIGMOD	0.00010025655
6,136	Scalable Progressive Analytics on Big Data in the Cloud	2013	VLDB	5.1928748e-05

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6,947	QUILTS: Multidimensional Partitioning Framework Based on Query-Aware and Skew-Tolerant Space-Filling Curves	2017	SIGMOD	4.8909129e-05
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10,491	Intra-Query Runtime Elasticity for Cloud-Native Data Analysis	2025	SIGMOD	4.1945683e-05
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