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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
10658
Venue
VLDB
Year
2013
Pagerank
9.034874e-05
Overall Rank
2,322 | 83.85%
DOI
-

Incoming Non-self Citations Over Time

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Incoming Citations (Sorted by Pagerank)

Showing 20 of 20 citing papers.

Rank Citing Paper Year Venue Pagerank
1,263 Data Blocks: Hybrid OLTP and OLAP on Compressed Storage using both Vectorization and Compilation 2016 SIGMOD 0.00012982857
1,882 Tuplex: Data Science in Python at Native Code Speed 2021 SIGMOD 0.0001021625
2,700 Filter Before You Parse: Faster Analytics on Raw Data with Sparser 2018 VLDB 8.2728509e-05
2,819 Mison: A Fast JSON Parser for Data Analytics 2017 VLDB 8.0651326e-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
3,548 Adaptive Query Processing on RAW Data 2014 VLDB 6.9859242e-05
3,891 Slalom: Coasting Through Raw Data via Adaptive Partitioning and Indexing 2017 VLDB 6.659442e-05
4,451 CLAMShell: Speeding up Crowds for Low-latency Data Labeling 2016 VLDB 6.1738675e-05
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
7,360 ParPaRaw: Massively Parallel Parsing of Delimiter-Separated Raw Data 2020 VLDB 4.7525925e-05
7,830 Scalable Structural Index Construction for JSON Analytics 2021 VLDB 4.6388763e-05
8,788 FishStore: Faster Ingestion with Subset Hashing 2019 SIGMOD 4.451039e-05
9,299 Engineering High-Performance Database Engines 2014 VLDB 4.3587894e-05
9,918 Shared Load(ing): Efficient Bulk Loading into Optimized Storage 2020 CIDR 4.2561557e-05
10,482 Fast and Scalable Data Transfer Across Data Systems 2025 SIGMOD 4.1945683e-05
11,758 Demonstrating the BigDAWG Polystore System for Ocean Metagenomic Analysis 2017 CIDR 4.1945683e-05
11,784 Alpine: Efficient In situ Data Exploration in the Presence of Updates 2017 SIGMOD 4.1945683e-05
11,850 Vectorizing an In Situ Query Engine 2016 SIGMOD 4.1945683e-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 0.00076197749
42 A Comparison of Approaches to Large-Scale Data Analysis 2009 SIGMOD 0.00073498298
60 Efficiently Compiling Efficient Query Plans for Modern Hardware 2011 VLDB 0.00064439773
70 Hive - A Warehousing Solution Over a Map-Reduce Framework 2009 VLDB 0.00059533166
124 DBMSs On A Modern Processor: Where Does Time Go? 1999 VLDB 0.00045103515
137 H-Store: A High-Performance, Distributed Main Memory Transaction Processing System 2008 VLDB 0.00042342967
157 HadoopDB: An Architectural Hybrid of MapReduce and DBMS Technologies for Analytical Workloads 2009 VLDB 0.00040397359
305 SIMD-Scan: Ultra Fast in-Memory Table Scan using on-Chip Vector Processing Units 2009 VLDB 0.00028248614
343 Implementing Database Operations Using SIMD Instructions 2002 SIGMOD 0.00026768139
368 Small Materialized Aggregates: A Light Weight Index Structure for Data Warehousing 1998 VLDB 0.000254931
408 Database Cracking 2007 CIDR 0.00023953844
1,343 NoDB: Efficient Query Execution on Raw Data Files 2012 SIGMOD 0.00012482538
1,977 Split Query Processing in Polybase 2013 SIGMOD 9.8824589e-05
2,363 Merging What’s Cracked, Cracking What’s Merged: Adaptive Indexing in Main-Memory Column-Stores 2011 VLDB 8.9580928e-05
2,367 Here are my Data Files. Here are my Queries. Where are my Results? 2011 CIDR 8.9511058e-05
4,484 The bionic DBMS is coming, but what will it look like? 2013 CIDR 6.1475055e-05
5,105 Only Aggressive Elephants are Fast Elephants 2012 VLDB 5.694494e-05
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