MISO: Souping Up Big Data Query Processing with a Multistore System

Summary: Tunes multistore physical design, optimizing data placement to minimize cross-store movement. Online, adaptive, and lightweight; leverages opportunistic views from query processing to boost ad-hoc performance with minimal overhead. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 4774
Venue: SIGMOD
Year: 2014
Pagerank: 6.9627613e-05
Overall Rank: 3,565 | 75.23%
DOI: 10.1145/2588555.2588568

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 8 of 8 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
3,270	RHEEM: Enabling Cross-Platform Data Processing - May The Big Data Be With You! -	2018	VLDB	7.3013196e-05
5,409	Towards Scalable Hybrid Stores: Constraint-Based Rewriting to the Rescue	2019	SIGMOD	5.5224926e-05
6,079	Opportunistic Physical Design for Big Data Analytics	2014	SIGMOD	5.2194019e-05
6,093	The CloudMdsQL Multistore System	2016	SIGMOD	5.2125891e-05
7,557	Invisible Glue: Scalable Self-Tuning Multi-Stores	2015	CIDR	4.7070194e-05
7,690	ROBUS: Fair Cache Allocation for Data-parallel Workloads	2017	SIGMOD	4.6723821e-05
10,492	Fast and Scalable Data Transfer Across Data Systems	2025	SIGMOD	4.1905499e-05
11,878	Mixed-instance querying: a lightweight integration architecture for data journalism	2016	VLDB	4.1905499e-05

Outgoing Citations (Sorted by Pagerank)

Showing 16 of 16 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	0.00073570328
158	HadoopDB: An Architectural Hybrid of MapReduce and DBMS Technologies for Analytical Workloads	2009	VLDB	0.00040401371
237	An Efficient, Cost-Driven Index Selection Tool for Microsoft SQL Server	1997	VLDB	0.00031727601
407	Database Cracking	2007	CIDR	0.00023941779
886	Automatic Virtual Machine Configuration for Database Workloads	2008	SIGMOD	0.00015563003
947	MRShare: Sharing Across Multiple Queries in MapReduce	2010	VLDB	0.00015112344
1,980	Split Query Processing in Polybase	2013	SIGMOD	9.8740305e-05
2,211	ReStore: Reusing Results of MapReduce Jobs	2012	VLDB	9.2823037e-05
3,510	Integrating Hadoop and Parallel DBMS	2010	SIGMOD	7.0280199e-05
3,714	Optimizing Analytic Data Flows for Multiple Execution Engines	2012	SIGMOD	6.8176849e-05
4,412	Semi-Automatic Index Tuning: Keeping DBAs in the Loop	2012	VLDB	6.1999789e-05
5,055	Index Interactions in Physical Design Tuning: Modeling, Analysis, and Applications	2009	VLDB	5.72317e-05
6,079	Opportunistic Physical Design for Big Data Analytics	2014	SIGMOD	5.2194019e-05
6,106	QoX-Driven ETL Design: Reducing the Cost of ETL Consulting Engagements	2009	SIGMOD	5.2040193e-05
8,268	Divergent Physical Design Tuning for Replicated Databases	2012	SIGMOD	4.5408509e-05
9,015	Odyssey: A Multi-Store System for Evolutionary Analytics	2013	VLDB	4.4058722e-05

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3,150	The MemSQL Query Optimizer: A modern optimizer for real-time analytics in a distributed database	2016	VLDB	7.4765759e-05
6,079	Opportunistic Physical Design for Big Data Analytics	2014	SIGMOD	5.2194019e-05
4,285	ESTOCADA: Towards Scalable Polystore Systems	2020	VLDB	6.2824978e-05
3,623	Cost Models for Big Data Query Processing: Learning, Retrofitting, and Our Findings	2020	SIGMOD	6.9017341e-05
5,409	Towards Scalable Hybrid Stores: Constraint-Based Rewriting to the Rescue	2019	SIGMOD	5.5224926e-05
9,929	Rethink Query Optimization in HTAP Databases	2023	SIGMOD	4.2470891e-05
6,093	The CloudMdsQL Multistore System	2016	SIGMOD	5.2125891e-05
5,012	Dynamically Optimizing Queries over Large Scale Data Platforms	2014	SIGMOD	5.7543101e-05
3,709	Multi-Query Optimization in MapReduce Framework	2014	VLDB	6.8211506e-05