| 3,247 |
Early Accurate Results for Advanced Analytics on MapReduce |
2012 |
VLDB |
7.3237519e-05 |
| 3,344 |
F1 Query: Declarative Querying at Scale |
2018 |
VLDB |
7.1944106e-05 |
| 3,510 |
Integrating Hadoop and Parallel DBMS |
2010 |
SIGMOD |
7.0280199e-05 |
| 3,511 |
M3R: Increased Performance for In-Memory Hadoop Jobs |
2012 |
VLDB |
7.0242945e-05 |
| 3,548 |
Adaptive Query Processing on RAW Data |
2014 |
VLDB |
6.9798836e-05 |
| 3,709 |
Multi-Query Optimization in MapReduce Framework |
2014 |
VLDB |
6.8211506e-05 |
| 3,753 |
Choosing A Cloud DBMS: Architectures and Tradeoffs |
2019 |
VLDB |
6.7850001e-05 |
| 3,839 |
GTS: A Fast and Scalable Graph Processing Method based on Streaming Topology to GPUs |
2016 |
SIGMOD |
6.7108721e-05 |
| 3,893 |
Slalom: Coasting Through Raw Data via Adaptive Partitioning and Indexing |
2017 |
VLDB |
6.653922e-05 |
| 3,923 |
Pushing Data-Induced Predicates Through Joins in Big-Data Clusters |
2020 |
VLDB |
6.6232068e-05 |
| 3,948 |
Unicorn: A System for Searching the Social Graph |
2013 |
VLDB |
6.5968941e-05 |
| 4,171 |
Computation Reuse in Analytics Job Service at Microsoft |
2018 |
SIGMOD |
6.3800823e-05 |
| 4,186 |
Apache Tez: A Unifying Framework for Modeling and Building Data Processing Applications |
2015 |
SIGMOD |
6.3701959e-05 |
| 4,199 |
Meet Charles, big data query advisor |
2013 |
CIDR |
6.3618577e-05 |
| 4,319 |
Fast Queries Over Heterogeneous Data Through Engine Customization |
2016 |
VLDB |
6.2823814e-05 |
| 4,516 |
An Empirical Evaluation of Columnar Storage Formats |
2024 |
VLDB |
6.1146215e-05 |
| 4,641 |
Algorithmic Aspects of Parallel Query Processing |
2018 |
SIGMOD |
6.0215749e-05 |
| 4,702 |
JSON Tiles: Fast Analytics on Semi-Structured Data |
2021 |
SIGMOD |
5.9796907e-05 |
| 4,766 |
Pinot: Realtime OLAP for 530 Million Users |
2018 |
SIGMOD |
5.933206e-05 |
| 4,862 |
OctopusFS: A Distributed File System with Tiered Storage Management |
2017 |
SIGMOD |
5.8659921e-05 |
| 5,012 |
Dynamically Optimizing Queries over Large Scale Data Platforms |
2014 |
SIGMOD |
5.7543101e-05 |
| 5,187 |
Yugong: Geo-Distributed Data and Job Placement at Scale |
2019 |
VLDB |
5.6351231e-05 |
| 5,292 |
StreamOps: Cloud-Native Runtime Management for Streaming Services in ByteDance |
2023 |
VLDB |
5.5784769e-05 |
| 5,304 |
ReCache: Reactive Caching for Fast Analytics over Heterogeneous Data |
2018 |
VLDB |
5.5738777e-05 |
| 5,318 |
LOCAT: Low-Overhead Online Configuration Auto-Tuning of Spark SQL Applications |
2022 |
SIGMOD |
5.5685434e-05 |
| 5,373 |
Fine-Grained Modeling and Optimization for Intelligent Resource Management in Big Data Processing |
2022 |
VLDB |
5.5410059e-05 |
| 5,543 |
Lightweight Cardinality Estimation in LSM-based Systems |
2018 |
SIGMOD |
5.4486922e-05 |
| 5,800 |
AQWA: Adaptive Query-Workload-Aware Partitioning of Big Spatial Data |
2015 |
VLDB |
5.3218628e-05 |
| 5,855 |
MIFO: A Query-Semantic Aware Resource Allocation Policy |
2019 |
SIGMOD |
5.297903e-05 |
| 5,908 |
Building Wavelet Histograms on Large Data in MapReduce |
2012 |
VLDB |
5.2731311e-05 |
| 5,985 |
The Era of Big Spatial Data |
2017 |
VLDB |
5.2399365e-05 |
| 6,120 |
REEF: Retainable Evaluator Execution Framework |
2015 |
SIGMOD |
5.199013e-05 |
| 6,301 |
Elastic Pipelining in an In-Memory Database Cluster |
2016 |
SIGMOD |
5.1172165e-05 |
| 6,302 |
Hillview: A trillion-cell spreadsheet for big data |
2019 |
VLDB |
5.1166201e-05 |
| 6,397 |
BigLake: BigQuery’s Evolution toward a Multi-Cloud Lakehouse |
2024 |
SIGMOD |
5.0749432e-05 |
| 6,403 |
Just-In-Time Data Virtualization: Lightweight Data Management with ViDa |
2015 |
CIDR |
5.0717043e-05 |
| 6,477 |
Towards Unified Ad-hoc Data Processing |
2014 |
SIGMOD |
5.0408007e-05 |
| 6,493 |
Memory-Aware Framework for Efficient Second-Order Random Walk on Large Graphs |
2020 |
SIGMOD |
5.0344095e-05 |
| 6,590 |
Interactive Demonstration of Probabilistic Predicates |
2018 |
SIGMOD |
4.996343e-05 |
| 6,671 |
Incorporating Super-Operators in Big-Data Query Optimizers |
2020 |
VLDB |
4.9625353e-05 |
| 6,675 |
Exploiting Common Patterns for Tree-Structured Data |
2017 |
SIGMOD |
4.9615691e-05 |
| 6,856 |
Liquid: Unifying Nearline and Offline Big Data Integration |
2015 |
CIDR |
4.901516e-05 |
| 7,079 |
JetScope: Reliable and Interactive Analytics at Cloud Scale |
2015 |
VLDB |
4.8353804e-05 |
| 7,099 |
KEA: Tuning an Exabyte-Scale Data Infrastructure |
2021 |
SIGMOD |
4.8263529e-05 |
| 7,195 |
BSMA: A Benchmark for Analytical Queries over Social Media Data |
2014 |
VLDB |
4.799032e-05 |
| 7,205 |
Kodiak: Leveraging Materialized Views For Very Low-Latency Analytics Over High-Dimensional Web-Scale Data |
2016 |
VLDB |
4.7965293e-05 |
| 7,269 |
Oracle In-Database Hadoop: When MapReduce Meets RDBMS |
2012 |
SIGMOD |
4.7768528e-05 |
| 7,398 |
SmartBench: A Benchmark For Data Management In Smart Spaces |
2020 |
VLDB |
4.7364678e-05 |
| 7,459 |
Lachesis: Automatic Partitioning for UDF-Centric Analytics |
2021 |
VLDB |
4.7199075e-05 |
| 7,470 |
Bullion: A Column Store for Machine Learning |
2025 |
CIDR |
4.7159125e-05 |