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Quickstep: A Data Platform Based on the Scaling-Up Approach

Summary: Quickstep is a single-node data platform exploiting server parallelism (scaling up) for in-memory data warehousing. Integrates data-management techniques with new query processing for read-mostly in-memory workloads, delivering strong single-node gains. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
11774
Venue
VLDB
Year
2018
Pagerank
8.1401661e-05
Overall Rank
2,772 | 80.72%
DOI
10.14778/3184470.3184471

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 30 of 30 citing papers.

Rank Citing Paper Year Venue Pagerank
853 Everything You Always Wanted to Know About Compiled and Vectorized Queries But Were Afraid to Ask 2018 VLDB 0.00015940507
2,840 Understanding the Effect of Data Center Resource Disaggregation on Production DBMSs 2020 VLDB 8.0349523e-05
3,779 Instance-Optimized Data Layouts for Cloud Analytics Workloads 2021 SIGMOD 6.7747205e-05
3,922 Pushing Data-Induced Predicates Through Joins in Big-Data Clusters 2020 VLDB 6.6291079e-05
4,593 Auto-WLM: Machine Learning Enhanced Workload Management in Amazon Redshift 2023 SIGMOD 6.0606891e-05
4,688 Alibaba Hologres: A Cloud-Native Service for Hybrid Serving/Analytical Processing 2020 VLDB 5.9980609e-05
5,671 LSched: A Workload-Aware Learned Query Scheduler for Analytical Database Systems 2022 SIGMOD 5.3803919e-05
5,832 Stage: Query Execution Time Prediction in Amazon Redshift 2024 SIGMOD 5.3111109e-05
6,192 SQLite: Past, Present, and Future 2022 VLDB 5.1641743e-05
6,276 Scaling-Up In-Memory Datalog Processing: Observations and Techniques 2019 VLDB 5.1314426e-05
7,011 Simple Adaptive Query Processing vs. Learned Query Optimizers: Observations and Analysis 2023 VLDB 4.8629458e-05
7,546 Is Perfect Hashing Practical for OLAP Systems? 2024 CIDR 4.7148429e-05
8,096 Micro-architectural Analysis of OLAP: Limitations and Opportunities 2020 VLDB 4.5860565e-05
8,417 The Case for Learned In-Memory Joins 2023 VLDB 4.5194164e-05
8,432 SPRINTER: A Fast n-ary Join Query Processing Method for Complex OLAP Queries 2020 SIGMOD 4.5153924e-05
8,578 Robust and Budget-Constrained Encoding Configurations for In-Memory Database Systems 2022 VLDB 4.4923477e-05
8,626 Adaptive Code Generation for Data-Intensive Analytics 2021 VLDB 4.4829152e-05
8,781 Accelerate Distributed Joins with Predicate Transfer 2025 SIGMOD 4.4534753e-05
8,883 Optimizing Parallel Recursive Datalog Evaluation on Multicore Machines 2022 SIGMOD 4.4285471e-05
8,956 T3: Accurate and Fast Performance Prediction for Relational Database Systems With Compiled Decision Trees 2025 SIGMOD 4.4214154e-05
9,672 AvantGraph Query Processing Engine 2022 VLDB 4.3062725e-05
9,906 Rethinking the Encoding of Integers for Scans on Skewed Data 2023 SIGMOD 4.2578595e-05
10,190 P-MOSS: Scheduling Main-Memory Indexes Over NUMA Servers Using Next Token Prediction 2026 SIGMOD 4.1945683e-05
10,284 FlowLog: Efficient and Extensible Datalog via Incrementality 2026 VLDB 4.1945683e-05
10,404 Dynamic Pruning for Recursive Joins 2025 SIGMOD 4.1945683e-05
10,491 Intra-Query Runtime Elasticity for Cloud-Native Data Analysis 2025 SIGMOD 4.1945683e-05
10,950 PLAQUE: Automated Predicate Learning at Query Time 2024 SIGMOD 4.1945683e-05
10,989 High-Performance Query Processing with NVMe Arrays: Spilling without Killing Performance 2024 SIGMOD 4.1945683e-05
11,130 The Vadalog Parallel System: Distributed Reasoning with Datalog+/- 2024 VLDB 4.1945683e-05
11,415 Budget-Conscious Fine-Grained Configuration Optimization for Spatio-Temporal Applications 2022 VLDB 4.1945683e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 27 of 27 cited papers.

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

Rank Cited Paper Year Venue Pagerank
21 C-Store: A Column-oriented DBMS 2005 VLDB 0.00086087497
60 Efficiently Compiling Efficient Query Plans for Modern Hardware 2011 VLDB 0.00064439773
66 Spark SQL: Relational Data Processing in Spark 2015 SIGMOD 0.00061639801
113 Encapsulation of Parallelism in the Volcano Query Processing System 1990 SIGMOD 0.00046764513
131 Integrating Compression and Execution in Column-Oriented Database Systems 2006 SIGMOD 0.0004370331
241 DB2 with BLU Acceleration: So Much More than Just a Column Store 2013 VLDB 0.00031420034
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
365 On the Power of Magic 1987 PODS 0.00025585898
418 Morsel-Driven Parallelism: A NUMA-Aware Query Evaluation Framework for the Many-Core Age 2014 SIGMOD 0.00023729211
497 Column-Stores vs. Row-Stores: How Different Are They Really? 2008 SIGMOD 0.00021716559
540 Design and Evaluation of Main Memory Hash Join Algorithms for Multi-core CPUs 2011 SIGMOD 0.0002063443
542 Shark: SQL and Rich Analytics at Scale 2013 SIGMOD 0.00020595648
830 Main-Memory Scan Sharing For Multi-Core CPUs 2008 VLDB 0.00016171897
851 The case against specialized graph analytics engines 2015 CIDR 0.0001594441
1,223 Enhancements to SQL Server Column Stores 2013 SIGMOD 0.00013207641
1,270 BitWeaving: Fast Scans for Main Memory Data Processing 2013 SIGMOD 0.00012926086
1,487 Scuba: Diving into Data at Facebook 2013 VLDB 0.00011701099
1,618 Row-wise Parallel Predicate Evaluation 2008 VLDB 0.00011114015
2,014 Voodoo - A Vector Algebra for Portable Database Performance on Modern Hardware 2016 VLDB 9.7904029e-05
2,390 ByteSlice: Pushing the Envelop of Main Memory Data Processing with a New Storage Layout 2015 SIGMOD 8.9084657e-05
2,412 WideTable: An Accelerator for Analytical Data Processing 2014 VLDB 8.8726508e-05
3,345 QuickFOIL: Scalable Inductive Logic Programming 2015 VLDB 7.1958815e-05
3,882 Micro Adaptivity in Vectorwise 2013 SIGMOD 6.6690423e-05
4,149 Memory-Contention Responsive Hash Joins 1994 VLDB 6.4078379e-05
5,604 Design and Evaluation of Storage Organizations for Read-Optimized Main Memory Databases 2013 VLDB 5.4147933e-05
5,667 Code generation for efficient query processing in managed runtimes 2014 VLDB 5.3806399e-05
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