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Instant Loading for Main Memory Databases

Summary: Instant Loading delivers wire-speed CSV bulk loading for main-memory DBs by optimizing load phases on multi-core CPUs. A single-node data-staging model with instantaneous load-work-unload cycles across archives enables rapid in-memory loading and fast subsequent queries. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
10659
Venue
VLDB
Year
2013
Pagerank
9.0271498e-05
Overall Rank
2,326 | 83.84%
DOI
-

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 20 of 20 citing papers.

Rank Citing Paper Year Venue Pagerank
1,260 Data Blocks: Hybrid OLTP and OLAP on Compressed Storage using both Vectorization and Compilation 2016 SIGMOD 0.00012990853
1,884 Tuplex: Data Science in Python at Native Code Speed 2021 SIGMOD 0.00010206514
2,706 Filter Before You Parse: Faster Analytics on Raw Data with Sparser 2018 VLDB 8.2655235e-05
2,825 Mison: A Fast JSON Parser for Data Analytics 2017 VLDB 8.0575959e-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
3,548 Adaptive Query Processing on RAW Data 2014 VLDB 6.9798836e-05
3,893 Slalom: Coasting Through Raw Data via Adaptive Partitioning and Indexing 2017 VLDB 6.653922e-05
4,453 CLAMShell: Speeding up Crowds for Low-latency Data Labeling 2016 VLDB 6.1690121e-05
4,603 Accelerating Raw Data Analysis with the ACCORDA Software and Hardware Architecture 2019 VLDB 6.0515823e-05
4,702 JSON Tiles: Fast Analytics on Semi-Structured Data 2021 SIGMOD 5.9796907e-05
7,356 ParPaRaw: Massively Parallel Parsing of Delimiter-Separated Raw Data 2020 VLDB 4.748111e-05
7,836 Scalable Structural Index Construction for JSON Analytics 2021 VLDB 4.6345023e-05
8,785 FishStore: Faster Ingestion with Subset Hashing 2019 SIGMOD 4.4467731e-05
9,303 Engineering High-Performance Database Engines 2014 VLDB 4.3550373e-05
9,917 Shared Load(ing): Efficient Bulk Loading into Optimized Storage 2020 CIDR 4.2520778e-05
10,492 Fast and Scalable Data Transfer Across Data Systems 2025 SIGMOD 4.1905499e-05
11,766 Demonstrating the BigDAWG Polystore System for Ocean Metagenomic Analysis 2017 CIDR 4.1905499e-05
11,792 Alpine: Efficient In situ Data Exploration in the Presence of Updates 2017 SIGMOD 4.1905499e-05
11,858 Vectorizing an In Situ Query Engine 2016 SIGMOD 4.1905499e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 17 of 17 cited papers.

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

Rank Cited Paper Year Venue Pagerank
35 MonetDB/X100: Hyper-Pipelining Query Execution 2005 CIDR 0.00076209479
42 A Comparison of Approaches to Large-Scale Data Analysis 2009 SIGMOD 0.00073570328
59 Efficiently Compiling Efficient Query Plans for Modern Hardware 2011 VLDB 0.0006445664
70 Hive - A Warehousing Solution Over a Map-Reduce Framework 2009 VLDB 0.00059744625
124 DBMSs On A Modern Processor: Where Does Time Go? 1999 VLDB 0.0004501099
136 H-Store: A High-Performance, Distributed Main Memory Transaction Processing System 2008 VLDB 0.00042409816
158 HadoopDB: An Architectural Hybrid of MapReduce and DBMS Technologies for Analytical Workloads 2009 VLDB 0.00040401371
307 SIMD-Scan: Ultra Fast in-Memory Table Scan using on-Chip Vector Processing Units 2009 VLDB 0.00028226342
343 Implementing Database Operations Using SIMD Instructions 2002 SIGMOD 0.00026756534
367 Small Materialized Aggregates: A Light Weight Index Structure for Data Warehousing 1998 VLDB 0.00025518228
407 Database Cracking 2007 CIDR 0.00023941779
1,346 NoDB: Efficient Query Execution on Raw Data Files 2012 SIGMOD 0.00012472598
1,980 Split Query Processing in Polybase 2013 SIGMOD 9.8740305e-05
2,361 Merging What’s Cracked, Cracking What’s Merged: Adaptive Indexing in Main-Memory Column-Stores 2011 VLDB 8.9648608e-05
2,367 Here are my Data Files. Here are my Queries. Where are my Results? 2011 CIDR 8.9502761e-05
4,482 The bionic DBMS is coming, but what will it look like? 2013 CIDR 6.1431623e-05
5,110 Only Aggressive Elephants are Fast Elephants 2012 VLDB 5.6868273e-05
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