Shared Load(ing): Efficient Bulk Loading into Optimized Storage

Summary: Shows deserialization and compression-oriented data transformations dominate and destabilize bulk loading into in-memory, compression-optimized columnar storage. Proposes Shared Loading, offloading transformations to input-host nodes to speed loads and improve throughput/predictability of concurrent queries. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID: 355
Venue: CIDR
Year: 2020
Pagerank: 4.2520778e-05
Overall Rank: 9,917 | 31.08%
DOI: -

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 1 of 1 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
10,492	Fast and Scalable Data Transfer Across Data Systems	2025	SIGMOD	4.1905499e-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
104	Making B+-Trees Cache Conscious in Main Memory	2000	SIGMOD	0.00049475932
310	The Vertica Analytic Database: C-Store 7 Years Later	2012	VLDB	0.0002815547
1,134	Dictionary-based Order-preserving String Compression for Main Memory Column Stores	2009	SIGMOD	0.00013751593
1,346	NoDB: Efficient Query Execution on Raw Data Files	2012	SIGMOD	0.00012472598
1,415	Data Compression in Oracle	2003	VLDB	0.00012102269
2,262	SQL Server Column Store Indexes	2011	SIGMOD	9.1629311e-05
2,326	Instant Loading for Main Memory Databases	2013	VLDB	9.0271498e-05
2,764	Parallel Data Analysis Directly on Scientific File Formats	2014	SIGMOD	8.1607305e-05
2,811	All-Distances Sketches, Revisited: HIP Estimators for Massive Graphs Analysis	2014	PODS	8.0840418e-05
2,975	Parallel In-Situ Data Processing with Speculative Loading	2014	SIGMOD	7.7871791e-05
3,432	Speculative Distributed CSV Data Parsing for Big Data Analytics	2019	SIGMOD	7.0974248e-05
3,893	Slalom: Coasting Through Raw Data via Adaptive Partitioning and Indexing	2017	VLDB	6.653922e-05
4,319	Fast Queries Over Heterogeneous Data Through Engine Customization	2016	VLDB	6.2823814e-05
4,416	Don't Hold My Data Hostage - A Case For Client Protocol Redesign	2017	VLDB	6.1963721e-05
8,785	FishStore: Faster Ingestion with Subset Hashing	2019	SIGMOD	4.4467731e-05

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Overall Rank	Paper	Year	Venue	Pagerank
934	SharedDB: Killing One Thousand Queries With One Stone	2012	VLDB	0.00015201246
4,398	Performance Analysis of a Load Balancing Hash-Join Algorithm for a Shared Memory Multiprocessor	1991	VLDB	6.2137073e-05
4,213	Dynamic Multi-Resource Load Balancing in Parallel Database Systems	1995	VLDB	6.3482542e-05
7,713	Query Centric Partitioning and Allocation for Partially Replicated Database Systems	2017	SIGMOD	4.6662571e-05
2,928	Shared Workload Optimization	2014	VLDB	7.881485e-05
2,416	Dynamic Load Balancing in Hierarchical Parallel Database Systems	1996	VLDB	8.8520203e-05
4,134	Analysis of Dynamic Load Balancing Strategies for Parallel Shared Nothing Database Systems	1993	VLDB	6.4139887e-05
7,624	Workload Optimization using SharedDB	2013	SIGMOD	4.6890298e-05
2,326	Instant Loading for Main Memory Databases	2013	VLDB	9.0271498e-05
1,956	On the Design and Scalability of Distributed Shared-Data Databases	2015	SIGMOD	9.9626473e-05