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: 4.2561557e-05
Overall Rank: 9,918 | 31.01%
DOI: -

Incoming Non-self Citations Over Time

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Incoming Citations (Sorted by Pagerank)

Showing 1 of 1 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
10,482	Fast and Scalable Data Transfer Across Data Systems	2025	SIGMOD	4.1945683e-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
103	Making B+-Trees Cache Conscious in Main Memory	2000	SIGMOD	0.00049150032
310	The Vertica Analytic Database: C-Store 7 Years Later	2012	VLDB	0.00028132402
1,134	Dictionary-based Order-preserving String Compression for Main Memory Column Stores	2009	SIGMOD	0.00013761456
1,343	NoDB: Efficient Query Execution on Raw Data Files	2012	SIGMOD	0.00012482538
1,417	Data Compression in Oracle	2003	VLDB	0.00012104308
2,258	SQL Server Column Store Indexes	2011	SIGMOD	9.1678883e-05
2,322	Instant Loading for Main Memory Databases	2013	VLDB	9.034874e-05
2,757	Parallel Data Analysis Directly on Scientific File Formats	2014	SIGMOD	8.1679384e-05
2,805	All-Distances Sketches, Revisited: HIP Estimators for Massive Graphs Analysis	2014	PODS	8.0918347e-05
2,973	Parallel In-Situ Data Processing with Speculative Loading	2014	SIGMOD	7.7902322e-05
3,437	Speculative Distributed CSV Data Parsing for Big Data Analytics	2019	SIGMOD	7.0942161e-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
4,419	Don't Hold My Data Hostage - A Case For Client Protocol Redesign	2017	VLDB	6.2022597e-05
8,788	FishStore: Faster Ingestion with Subset Hashing	2019	SIGMOD	4.451039e-05

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940	SharedDB: Killing One Thousand Queries With One Stone	2012	VLDB	0.00015173166
4,460	Performance Analysis of a Load Balancing Hash-Join Algorithm for a Shared Memory Multiprocessor	1991	VLDB	6.1635864e-05
4,214	Dynamic Multi-Resource Load Balancing in Parallel Database Systems	1995	VLDB	6.3541e-05
7,715	Query Centric Partitioning and Allocation for Partially Replicated Database Systems	2017	SIGMOD	4.6699261e-05
2,925	Shared Workload Optimization	2014	VLDB	7.888494e-05
2,417	Dynamic Load Balancing in Hierarchical Parallel Database Systems	1996	VLDB	8.8604775e-05
4,135	Analysis of Dynamic Load Balancing Strategies for Parallel Shared Nothing Database Systems	1993	VLDB	6.4189164e-05
7,622	Workload Optimization using SharedDB	2013	SIGMOD	4.6935227e-05
2,322	Instant Loading for Main Memory Databases	2013	VLDB	9.034874e-05
1,957	On the Design and Scalability of Distributed Shared-Data Databases	2015	SIGMOD	9.9598319e-05