Database Paper Browser

Back to papers

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
11775
Venue
VLDB
Year
2018
Pagerank
8.1346418e-05
Overall Rank
2,777 | 80.71%
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
848 Everything You Always Wanted to Know About Compiled and Vectorized Queries But Were Afraid to Ask 2018 VLDB 0.00015933538
2,829 Understanding the Effect of Data Center Resource Disaggregation on Production DBMSs 2020 VLDB 8.0542308e-05
3,777 Instance-Optimized Data Layouts for Cloud Analytics Workloads 2021 SIGMOD 6.7713324e-05
3,923 Pushing Data-Induced Predicates Through Joins in Big-Data Clusters 2020 VLDB 6.6232068e-05
4,592 Auto-WLM: Machine Learning Enhanced Workload Management in Amazon Redshift 2023 SIGMOD 6.056004e-05
4,666 Alibaba Hologres: A Cloud-Native Service for Hybrid Serving/Analytical Processing 2020 VLDB 6.005349e-05
5,682 LSched: A Workload-Aware Learned Query Scheduler for Analytical Database Systems 2022 SIGMOD 5.3752251e-05
5,844 Stage: Query Execution Time Prediction in Amazon Redshift 2024 SIGMOD 5.3060581e-05
6,193 SQLite: Past, Present, and Future 2022 VLDB 5.1593011e-05
6,276 Scaling-Up In-Memory Datalog Processing: Observations and Techniques 2019 VLDB 5.1265189e-05
7,011 Simple Adaptive Query Processing vs. Learned Query Optimizers: Observations and Analysis 2023 VLDB 4.8583284e-05
7,544 Is Perfect Hashing Practical for OLAP Systems? 2024 CIDR 4.710321e-05
8,101 Micro-architectural Analysis of OLAP: Limitations and Opportunities 2020 VLDB 4.581825e-05
8,411 The Case for Learned In-Memory Joins 2023 VLDB 4.5151296e-05
8,423 SPRINTER: A Fast n-ary Join Query Processing Method for Complex OLAP Queries 2020 SIGMOD 4.5112315e-05
8,575 Robust and Budget-Constrained Encoding Configurations for In-Memory Database Systems 2022 VLDB 4.4880409e-05
8,623 Adaptive Code Generation for Data-Intensive Analytics 2021 VLDB 4.4786182e-05
8,777 Accelerate Distributed Joins with Predicate Transfer 2025 SIGMOD 4.4492064e-05
8,884 Optimizing Parallel Recursive Datalog Evaluation on Multicore Machines 2022 SIGMOD 4.4243024e-05
8,961 T3: Accurate and Fast Performance Prediction for Relational Database Systems With Compiled Decision Trees 2025 SIGMOD 4.4171776e-05
9,672 AvantGraph Query Processing Engine 2022 VLDB 4.3021461e-05
9,905 Rethinking the Encoding of Integers for Scans on Skewed Data 2023 SIGMOD 4.2537799e-05
10,190 P-MOSS: Scheduling Main-Memory Indexes Over NUMA Servers Using Next Token Prediction 2026 SIGMOD 4.1905499e-05
10,296 FlowLog: Efficient and Extensible Datalog via Incrementality 2026 VLDB 4.1905499e-05
10,415 Dynamic Pruning for Recursive Joins 2025 SIGMOD 4.1905499e-05
10,501 Intra-Query Runtime Elasticity for Cloud-Native Data Analysis 2025 SIGMOD 4.1905499e-05
10,953 PLAQUE: Automated Predicate Learning at Query Time 2024 SIGMOD 4.1905499e-05
10,992 High-Performance Query Processing with NVMe Arrays: Spilling without Killing Performance 2024 SIGMOD 4.1905499e-05
11,133 The Vadalog Parallel System: Distributed Reasoning with Datalog+/- 2024 VLDB 4.1905499e-05
11,418 Budget-Conscious Fine-Grained Configuration Optimization for Spatio-Temporal Applications 2022 VLDB 4.1905499e-05
Previous Page 1 / 1 Next

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
20 C-Store: A Column-oriented DBMS 2005 VLDB 0.00086163998
59 Efficiently Compiling Efficient Query Plans for Modern Hardware 2011 VLDB 0.0006445664
66 Spark SQL: Relational Data Processing in Spark 2015 SIGMOD 0.00061707583
113 Encapsulation of Parallelism in the Volcano Query Processing System 1990 SIGMOD 0.0004673401
132 Integrating Compression and Execution in Column-Oriented Database Systems 2006 SIGMOD 0.00043697853
241 DB2 with BLU Acceleration: So Much More than Just a Column Store 2013 VLDB 0.00031314629
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
359 On the Power of Magic 1987 PODS 0.00025830228
417 Morsel-Driven Parallelism: A NUMA-Aware Query Evaluation Framework for the Many-Core Age 2014 SIGMOD 0.00023734582
496 Column-Stores vs. Row-Stores: How Different Are They Really? 2008 SIGMOD 0.00021705611
538 Design and Evaluation of Main Memory Hash Join Algorithms for Multi-core CPUs 2011 SIGMOD 0.00020632609
539 Shark: SQL and Rich Analytics at Scale 2013 SIGMOD 0.00020615453
826 Main-Memory Scan Sharing For Multi-Core CPUs 2008 VLDB 0.00016161625
847 The case against specialized graph analytics engines 2015 CIDR 0.00015939766
1,223 Enhancements to SQL Server Column Stores 2013 SIGMOD 0.00013192321
1,267 BitWeaving: Fast Scans for Main Memory Data Processing 2013 SIGMOD 0.00012917585
1,488 Scuba: Diving into Data at Facebook 2013 VLDB 0.00011690191
1,622 Row-wise Parallel Predicate Evaluation 2008 VLDB 0.00011104582
2,019 Voodoo - A Vector Algebra for Portable Database Performance on Modern Hardware 2016 VLDB 9.7814175e-05
2,390 ByteSlice: Pushing the Envelop of Main Memory Data Processing with a New Storage Layout 2015 SIGMOD 8.9006978e-05
2,409 WideTable: An Accelerator for Analytical Data Processing 2014 VLDB 8.867144e-05
3,349 QuickFOIL: Scalable Inductive Logic Programming 2015 VLDB 7.1889581e-05
3,881 Micro Adaptivity in Vectorwise 2013 SIGMOD 6.6638918e-05
4,149 Memory-Contention Responsive Hash Joins 1994 VLDB 6.4043572e-05
5,612 Design and Evaluation of Storage Organizations for Read-Optimized Main Memory Databases 2013 VLDB 5.4104818e-05
5,680 Code generation for efficient query processing in managed runtimes 2014 VLDB 5.3759701e-05
Previous Page 1 / 1 Next

Semantically Similar Papers

Overall Rank Paper Year Venue Pagerank
6,683 Adaptive and Robust Query Execution for Lakehouses at Scale 2024 VLDB 4.9593505e-05
9,925 Darwin: Scale-In Stream Processing 2022 CIDR 4.2503199e-05
1,296 The DataPath System: A Data-Centric Analytic Processing Engine for Large Data Warehouses 2010 SIGMOD 0.00012742585
2,329 A Case for Staged Database Systems 2003 CIDR 9.0237899e-05
1,430 A Scalable, Predictable Join Operator for Highly Concurrent Data Warehouses 2009 VLDB 0.0001202506
1,710 A Scalable Data Platform for a Large Number of Small Applications 2009 CIDR 0.00010798848
3,335 SnappyData: A Unified Cluster for Streaming, Transactions, and Interactive Analytics 2017 CIDR 7.2023806e-05
2,340 Efficient Processing of Data Warehousing Queries in a Split Execution Environment 2011 SIGMOD 9.001663e-05
2,476 A Platform for Scalable One-Pass Analytics using MapReduce 2011 SIGMOD 8.6907971e-05
11,714 RAPID: In-Memory Analytical Query Processing Engine with Extreme Performance per Watt 2018 SIGMOD 4.1905499e-05