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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
h4004bbf668ab345c
Venue
VLDB
Year
2013
Pagerank
9.3133693e-05
Overall Rank
1,942 | 86.99%
DOI
10.14778/2556549.2556550

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{muhlbauer_vldb13,
        title = {{Instant Loading for Main Memory Databases}},
        author = {Mühlbauer, Tobias and Rödiger, Wolf and Seilbeck, Robert and Reiser, Angelika and Kemper, Alfons and Neumann, Thomas},
        journal = {PVLDB},
        series = {{VLDB} '13},
        volume = {6},
        number = {14},
        pages = {1702--1713},
        doi = {10.14778/2556549.2556550},
        url = {https://doi.org/10.14778/2556549.2556550},
        year = {2013}
}

Incoming Citations (Sorted by Pagerank)

Showing 21 of 21 citing papers.

Rank Citing Paper Year Venue Pagerank
894 Data Blocks: Hybrid OLTP and OLAP on Compressed Storage using both Vectorization and Compilation 2016 SIGMOD 0.00013179915
1,812 Tuplex: Data Science in Python at Native Code Speed 2021 SIGMOD 9.5747668e-05
2,342 Parallel In-Situ Data Processing with Speculative Loading 2014 SIGMOD 8.5978326e-05
2,356 Filter Before You Parse: Faster Analytics on Raw Data with Sparser 2018 VLDB 8.5715425e-05
2,446 Mison: A Fast JSON Parser for Data Analytics 2017 VLDB 8.4392802e-05
2,741 Speculative Distributed CSV Data Parsing for Big Data Analytics 2019 SIGMOD 8.0574455e-05
3,079 Adaptive Query Processing on RAW Data 2014 VLDB 7.6544931e-05
3,456 Slalom: Coasting Through Raw Data via Adaptive Partitioning and Indexing 2017 VLDB 7.2673968e-05
3,927 JSON Tiles: Fast Analytics on Semi-Structured Data 2021 SIGMOD 6.9025015e-05
4,029 CLAMShell: Speeding up Crowds for Low-latency Data Labeling 2016 VLDB 6.8285702e-05
4,591 Accelerating Raw Data Analysis with the ACCORDA Software and Hardware Architecture 2019 VLDB 6.5021605e-05
6,079 ParPaRaw: Massively Parallel Parsing of Delimiter-Separated Raw Data 2020 VLDB 5.8759961e-05
7,945 Scalable Structural Index Construction for JSON Analytics 2021 VLDB 5.4051378e-05
8,983 FishStore: Faster Ingestion with Subset Hashing 2019 SIGMOD 5.2317424e-05
9,587 Engineering High-Performance Database Engines 2014 VLDB 5.1391768e-05
10,299 Shared Load(ing): Efficient Bulk Loading into Optimized Storage 2020 CIDR 5.0302708e-05
10,340 Fast and Scalable Data Transfer Across Data Systems 2025 SIGMOD 5.0210286e-05
10,951 One Pass to Parse Them All: Fused Parallel CSV Processing 2026 VLDB 4.9605343e-05
12,311 Demonstrating the BigDAWG Polystore System for Ocean Metagenomic Analysis 2017 CIDR 4.9605343e-05
12,336 Alpine: Efficient In situ Data Exploration in the Presence of Updates 2017 SIGMOD 4.9605343e-05
12,395 Vectorizing an In Situ Query Engine 2016 SIGMOD 4.9605343e-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
14 MonetDB/X100: Hyper-Pipelining Query Execution 2005 CIDR 0.00063972112
21 Efficiently Compiling Efficient Query Plans for Modern Hardware 2011 VLDB 0.00056737487
31 Hive - A Warehousing Solution Over a Map-Reduce Framework 2009 VLDB 0.00049707539
43 A Comparison of Approaches to Large-Scale Data Analysis 2009 SIGMOD 0.00045453255
80 H-Store: A High-Performance, Distributed Main Memory Transaction Processing System 2008 VLDB 0.00036267455
111 DBMSs On A Modern Processor: Where Does Time Go? 1999 VLDB 0.00032621499
120 HadoopDB: An Architectural Hybrid of MapReduce and DBMS Technologies for Analytical Workloads 2009 VLDB 0.00031017868
216 Small Materialized Aggregates: A Light Weight Index Structure for Data Warehousing 1998 VLDB 0.00024446892
218 SIMD-Scan: Ultra Fast in-Memory Table Scan using on-Chip Vector Processing Units 2009 VLDB 0.00024342426
253 Database Cracking 2007 CIDR 0.00023037921
289 Implementing Database Operations Using SIMD Instructions 2002 SIGMOD 0.00021955394
1,072 NoDB: Efficient Query Execution on Raw Data Files 2012 SIGMOD 0.00012143482
1,763 Split Query Processing in Polybase 2013 SIGMOD 9.693414e-05
1,846 Merging What's Cracked, Cracking What's Merged: Adaptive Indexing in Main-Memory Column-Stores 2011 VLDB 9.5057831e-05
1,937 Here are my Data Files. Here are my Queries. Where are my Results? 2011 CIDR 9.3333463e-05
4,142 The bionic DBMS is coming, but what will it look like? 2013 CIDR 6.7684359e-05
5,297 Only Aggressive Elephants are Fast Elephants 2012 VLDB 6.1773472e-05
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