| 42 |
A Comparison of Approaches to Large-Scale Data Analysis |
2009 |
SIGMOD |
0.00073570328 |
| 70 |
Hive - A Warehousing Solution Over a Map-Reduce Framework |
2009 |
VLDB |
0.00059744625 |
| 109 |
Dremel: Interactive Analysis of Web-Scale Datasets |
2010 |
VLDB |
0.00048217028 |
| 158 |
HadoopDB: An Architectural Hybrid of MapReduce and DBMS Technologies for Analytical Workloads |
2009 |
VLDB |
0.00040401371 |
| 332 |
Accelerating Machine Learning Inference with Probabilistic Predicates |
2018 |
SIGMOD |
0.00027173479 |
| 539 |
Shark: SQL and Rich Analytics at Scale |
2013 |
SIGMOD |
0.00020615453 |
| 660 |
Large Graph Processing in the Cloud |
2010 |
SIGMOD |
0.0001849668 |
| 709 |
A Case for A Collaborative Query Management System |
2009 |
CIDR |
0.00017740603 |
| 776 |
Building a High-Level Dataflow System on top of Map-Reduce: The Pig Experience |
2009 |
VLDB |
0.00016765694 |
| 789 |
Hadoop++: Making a Yellow Elephant Run Like a Cheetah (Without It Even Noticing) |
2010 |
VLDB |
0.00016602215 |
| 875 |
Fast Personalized PageRank on MapReduce |
2011 |
SIGMOD |
0.00015679931 |
| 909 |
Tenzing A SQL Implementation On The MapReduce Framework |
2011 |
VLDB |
0.0001540191 |
| 947 |
MRShare: Sharing Across Multiple Queries in MapReduce |
2010 |
VLDB |
0.00015112344 |
| 962 |
A Comparison of Join Algorithms for Log Processing in MapReduce |
2010 |
SIGMOD |
0.00015003834 |
| 1,097 |
Trill: A High-Performance Incremental Query Processor for Diverse Analytics |
2015 |
VLDB |
0.00014083973 |
| 1,114 |
Parallel Evaluation of Conjunctive Queries |
2011 |
PODS |
0.00013871948 |
| 1,165 |
Simulation of Database-Valued Markov Chains Using SimSQL |
2013 |
SIGMOD |
0.00013567206 |
| 1,199 |
Hadoop-GIS: A High Performance Spatial Data Warehousing System over MapReduce |
2013 |
VLDB |
0.00013358019 |
| 1,265 |
Jaql: A Scripting Language for Large Scale Semistructured Data Analysis |
2011 |
VLDB |
0.00012933537 |
| 1,320 |
Quickr: Lazily Approximating Complex AdHoc Queries in BigData Clusters |
2016 |
SIGMOD |
0.00012606067 |
| 1,361 |
SQL/MapReduce: A practical approach to self-describing, polymorphic, and parallelizable user-defined functions |
2009 |
VLDB |
0.00012393719 |
| 1,533 |
PerfXplain: Debugging MapReduce Job Performance |
2012 |
VLDB |
0.00011462982 |
| 1,574 |
Approximate Query Processing: No Silver Bullet |
2017 |
SIGMOD |
0.00011289028 |
| 1,615 |
The Performance of MapReduce: An In-depth Study |
2010 |
VLDB |
0.00011137225 |
| 1,719 |
Distributed Data-Parallel Computing Using a High-Level Programming Language |
2009 |
SIGMOD |
0.00010759065 |
| 1,849 |
Combining User Interaction, Speculative Query Execution and Sampling in the DICE System |
2014 |
VLDB |
0.00010331082 |
| 1,875 |
An Architecture for Compiling UDF-centric Workflows |
2015 |
VLDB |
0.00010243959 |
| 2,080 |
Towards a Learning Optimizer for Shared Clouds |
2019 |
VLDB |
9.5954034e-05 |
| 2,179 |
Spinning Fast Iterative Data Flows |
2012 |
VLDB |
9.3632007e-05 |
| 2,247 |
Orca: A Modular Query Optimizer Architecture for Big Data |
2014 |
SIGMOD |
9.201975e-05 |
| 2,410 |
Automated Partitioning Design in Parallel Database Systems |
2011 |
SIGMOD |
8.8643562e-05 |
| 2,421 |
Tupleware: "Big" Data, Big Analytics, Small Clusters |
2015 |
CIDR |
8.8471956e-05 |
| 2,476 |
A Platform for Scalable One-Pass Analytics using MapReduce |
2011 |
SIGMOD |
8.6907971e-05 |
| 2,542 |
POLARIS: The Distributed SQL Engine in Azure Synapse |
2020 |
VLDB |
8.5681631e-05 |
| 2,616 |
Opening the Black Boxes in Data Flow Optimization |
2012 |
VLDB |
8.4457819e-05 |
| 2,714 |
Minimal MapReduce Algorithms |
2013 |
SIGMOD |
8.2426646e-05 |
| 2,823 |
Implicit Parallelism through Deep Language Embedding |
2015 |
SIGMOD |
8.0593793e-05 |
| 3,044 |
Azure Data Lake Store: A Hyperscale Distributed File Service for Big Data Analytics |
2017 |
SIGMOD |
7.6624689e-05 |
| 3,139 |
ClusterJoin: A Similarity Joins Framework using Map-Reduce |
2014 |
VLDB |
7.4915127e-05 |
| 3,345 |
Lero: A Learning-to-Rank Query Optimizer |
2023 |
VLDB |
7.1908499e-05 |
| 3,510 |
Integrating Hadoop and Parallel DBMS |
2010 |
SIGMOD |
7.0280199e-05 |
| 3,551 |
Chi: A Scalable and Programmable Control Plane for Distributed Stream Processing Systems |
2018 |
VLDB |
6.9776252e-05 |
| 3,623 |
Cost Models for Big Data Query Processing: Learning, Retrofitting, and Our Findings |
2020 |
SIGMOD |
6.9017341e-05 |
| 3,923 |
Pushing Data-Induced Predicates Through Joins in Big-Data Clusters |
2020 |
VLDB |
6.6232068e-05 |
| 4,068 |
Advanced Partitioning Techniques for Massively Distributed Computation |
2012 |
SIGMOD |
6.4748133e-05 |
| 4,171 |
Computation Reuse in Analytics Job Service at Microsoft |
2018 |
SIGMOD |
6.3800823e-05 |
| 4,226 |
Hyper Dimension Shuffle: Efficient Data Repartition at Petabyte Scale in SCOPE |
2019 |
VLDB |
6.3382156e-05 |
| 4,641 |
Algorithmic Aspects of Parallel Query Processing |
2018 |
SIGMOD |
6.0215749e-05 |
| 4,687 |
Deploying a Steered Query Optimizer in Production at Microsoft |
2022 |
SIGMOD |
5.9915268e-05 |
| 4,772 |
Recurring Job Optimization in Scope |
2012 |
SIGMOD |
5.9280555e-05 |