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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
9.3474242e-05
Overall Rank
1,931 | 87.02%
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
906 Data Blocks: Hybrid OLTP and OLAP on Compressed Storage using both Vectorization and Compilation 2016 SIGMOD 0.00013160654
1,803 Tuplex: Data Science in Python at Native Code Speed 2021 SIGMOD 9.6068397e-05
2,328 Parallel In-Situ Data Processing with Speculative Loading 2014 SIGMOD 8.62934e-05
2,347 Filter Before You Parse: Faster Analytics on Raw Data with Sparser 2018 VLDB 8.6012176e-05
2,436 Mison: A Fast JSON Parser for Data Analytics 2017 VLDB 8.4708399e-05
2,735 Speculative Distributed CSV Data Parsing for Big Data Analytics 2019 SIGMOD 8.0761736e-05
3,069 Adaptive Query Processing on RAW Data 2014 VLDB 7.6822697e-05
3,445 Slalom: Coasting Through Raw Data via Adaptive Partitioning and Indexing 2017 VLDB 7.2943981e-05
3,916 JSON Tiles: Fast Analytics on Semi-Structured Data 2021 SIGMOD 6.9285787e-05
4,024 CLAMShell: Speeding up Crowds for Low-latency Data Labeling 2016 VLDB 6.8472018e-05
4,573 Accelerating Raw Data Analysis with the ACCORDA Software and Hardware Architecture 2019 VLDB 6.5265033e-05
6,063 ParPaRaw: Massively Parallel Parsing of Delimiter-Separated Raw Data 2020 VLDB 5.8982522e-05
7,927 Scalable Structural Index Construction for JSON Analytics 2021 VLDB 5.425609e-05
8,953 FishStore: Faster Ingestion with Subset Hashing 2019 SIGMOD 5.2515834e-05
9,553 Engineering High-Performance Database Engines 2014 VLDB 5.1585591e-05
10,266 Shared Load(ing): Efficient Bulk Loading into Optimized Storage 2020 CIDR 5.0493495e-05
10,305 Fast and Scalable Data Transfer Across Data Systems 2025 SIGMOD 5.0400722e-05
10,881 One Pass to Parse Them All: Fused Parallel CSV Processing 2026 VLDB 4.9793485e-05
12,262 Demonstrating the BigDAWG Polystore System for Ocean Metagenomic Analysis 2017 CIDR 4.9793485e-05
12,287 Alpine: Efficient In situ Data Exploration in the Presence of Updates 2017 SIGMOD 4.9793485e-05
12,346 Vectorizing an In Situ Query Engine 2016 SIGMOD 4.9793485e-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 0.00064031282
21 Efficiently Compiling Efficient Query Plans for Modern Hardware 2011 VLDB 0.00056855599
31 Hive - A Warehousing Solution Over a Map-Reduce Framework 2009 VLDB 0.00049839909
43 A Comparison of Approaches to Large-Scale Data Analysis 2009 SIGMOD 0.00045546775
80 H-Store: A High-Performance, Distributed Main Memory Transaction Processing System 2008 VLDB 0.00036364464
110 DBMSs On A Modern Processor: Where Does Time Go? 1999 VLDB 0.00032700879
120 HadoopDB: An Architectural Hybrid of MapReduce and DBMS Technologies for Analytical Workloads 2009 VLDB 0.000311132
216 Small Materialized Aggregates: A Light Weight Index Structure for Data Warehousing 1998 VLDB 0.00024485024
219 SIMD-Scan: Ultra Fast in-Memory Table Scan using on-Chip Vector Processing Units 2009 VLDB 0.00024363532
253 Database Cracking 2007 CIDR 0.00023042111
287 Implementing Database Operations Using SIMD Instructions 2002 SIGMOD 0.00021970198
1,069 NoDB: Efficient Query Execution on Raw Data Files 2012 SIGMOD 0.00012185253
1,751 Split Query Processing in Polybase 2013 SIGMOD 9.7291888e-05
1,836 Merging What's Cracked, Cracking What's Merged: Adaptive Indexing in Main-Memory Column-Stores 2011 VLDB 9.535551e-05
1,925 Here are my Data Files. Here are my Queries. Where are my Results? 2011 CIDR 9.3670488e-05
4,122 The bionic DBMS is coming, but what will it look like? 2013 CIDR 6.7932997e-05
5,274 Only Aggressive Elephants are Fast Elephants 2012 VLDB 6.2005706e-05
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