ReCache: Reactive Caching for Fast Analytics over Heterogeneous Data

Summary: ReCache is a reactive, cache-based accelerator for fast analytics on heterogeneous data, adapting layouts and policies to data formats. By timing reads, parses, and caching, it chooses nested or relational layouts and uses operator access to guide cache decisions, reducing time by 19–75%. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 11746
Venue: VLDB
Year: 2018
Pagerank: 5.5790928e-05
Overall Rank: 5,301 | 63.13%
DOI: 10.14778/3157794.3157801

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 10 of 10 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
4,602	Accelerating Raw Data Analysis with the ACCORDA Software and Hardware Architecture	2019	VLDB	6.0567387e-05
4,704	JSON Tiles: Fast Analytics on Semi-Structured Data	2021	SIGMOD	5.9853687e-05
5,521	Efficient Streaming Subgraph Isomorphism with Graph Neural Networks	2021	VLDB	5.4614637e-05
7,360	ParPaRaw: Massively Parallel Parsing of Delimiter-Separated Raw Data	2020	VLDB	4.7525925e-05
7,407	Intermittent Query Processing	2019	VLDB	4.7373205e-05
9,379	GIO: Generating Efficient Matrix and Frame Readers for Custom Data Formats by Example	2023	SIGMOD	4.3462787e-05
9,760	Adaptive data transformations for QaaS	2025	CIDR	4.2856106e-05
9,819	Generating Application-Specific Data Layouts for In-memory Databases	2019	VLDB	4.2774401e-05
10,854	LiquidCache: Efficient Pushdown Caching for Cloud-Native Data Analytics	2025	VLDB	4.1945683e-05
11,587	Demonstration of Chestnut: An In-memory Data Layout Designer for Database Applications	2020	SIGMOD	4.1945683e-05

Outgoing Citations (Sorted by Pagerank)

Showing 22 of 22 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
3	Pig Latin: A Not-So-Foreign Language for Data Processing	2008	SIGMOD	0.0024183614
60	Efficiently Compiling Efficient Query Plans for Modern Hardware	2011	VLDB	0.00064439773
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
88	Common Expression Analysis in Database Applications	1982	SIGMOD	0.00052316625
109	Dremel: Interactive Analysis of Web-Scale Datasets	2010	VLDB	0.00048186983
179	Efficient and Extensible Algorithms for Multi Query Optimization	2000	SIGMOD	0.00037672155
213	THE 5 MINUTE RULE FOR TRADING MEMORY FOR DISC ACCESSES and THE 10 BYTE RULE FOR TRADING MEMORY FOR CPU TIME	1987	SIGMOD	0.00033660051
596	HYRISE—A Main Memory Hybrid Storage Engine	2011	VLDB	0.00019481482
981	DynaMat: A Dynamic View Management System for Data Warehouses	1999	SIGMOD	0.00014879532
1,343	NoDB: Efficient Query Execution on Raw Data Files	2012	SIGMOD	0.00012482538
1,590	Column-oriented Database Systems	2009	VLDB	0.00011233838
1,807	H2O: A Hands-free Adaptive Store	2014	SIGMOD	0.00010487796
1,977	Split Query Processing in Polybase	2013	SIGMOD	9.8824589e-05
2,693	An Architecture for Recycling Intermediates in a Column-store	2009	SIGMOD	8.2883398e-05
2,757	Parallel Data Analysis Directly on Scientific File Formats	2014	SIGMOD	8.1679384e-05
3,548	Adaptive Query Processing on RAW Data	2014	VLDB	6.9859242e-05
3,607	Cache Tables: Paving the Way for an Adaptive Database Cache	2003	VLDB	6.9253431e-05
3,891	Slalom: Coasting Through Raw Data via Adaptive Partitioning and Indexing	2017	VLDB	6.659442e-05
4,326	Fast Queries Over Heterogeneous Data Through Engine Customization	2016	VLDB	6.288323e-05
5,186	Query Optimization in Oracle 12c Database In-Memory	2015	VLDB	5.6400929e-05
6,777	Revisiting Reuse in Main Memory Database Systems	2017	SIGMOD	4.9288776e-05

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Overall Rank	Paper	Year	Venue	Pagerank
982	Anti-Caching: A New Approach to Database Management System Architecture	2013	VLDB	0.00014872253
5,771	Graph-Aware, Workload-Adaptive SPARQL Query Caching	2015	SIGMOD	5.3325981e-05
7,747	TSCache: An Efficient Flash-based Caching Scheme for Time-series Data Workloads	2021	VLDB	4.6616405e-05
703	Query Execution Techniques for Caching Expensive Methods	1996	SIGMOD	0.00017916705
3,607	Cache Tables: Paving the Way for an Adaptive Database Cache	2003	VLDB	6.9253431e-05
81	Cache Conscious Algorithms for Relational Query Processing	1994	VLDB	0.00055548574
6,861	HetCache: Synergising NVMe Storage and GPU acceleration for Memory-Efficient Analytics	2023	CIDR	4.905263e-05
1,887	Caching Multidimensional Queries Using Chunks	1998	SIGMOD	0.00010204659
2,742	Cache-Efficient Aggregation: Hashing Is Sorting	2015	SIGMOD	8.1906104e-05
6,777	Revisiting Reuse in Main Memory Database Systems	2017	SIGMOD	4.9288776e-05