| 25 |
Spark SQL: Relational Data Processing in Spark |
2015 |
SIGMOD |
0.00055280049 |
| 403 |
SystemML: Declarative Machine Learning on Spark |
2016 |
VLDB |
0.00019232796 |
| 416 |
Shark: SQL and Rich Analytics at Scale |
2013 |
SIGMOD |
0.00018911753 |
| 479 |
From "Think Like a Vertex" to "Think Like a Graph" |
2014 |
VLDB |
0.00017822585 |
| 872 |
K-Core Decomposition of Large Networks on a Single PC |
2016 |
VLDB |
0.0001353383 |
| 953 |
Blogel: A Block-Centric Framework for Distributed Computation on Real-World Graphs |
2014 |
VLDB |
0.00013056753 |
| 960 |
Parallelizing Sequential Graph Computations |
2017 |
SIGMOD |
0.00013023426 |
| 1,134 |
DimmWitted: A Study of Main-Memory Statistical Analytics |
2014 |
VLDB |
0.00012114015 |
| 1,144 |
Mostly-Optimistic Concurrency Control for Highly Contended Dynamic Workloads on a Thousand Cores |
2017 |
VLDB |
0.00012074523 |
| 1,214 |
Hybrid Parallelization Strategies for Large-Scale Machine Learning in SystemML |
2014 |
VLDB |
0.00011714799 |
| 1,290 |
An Experimental Comparison of Pregel-like Graph Processing Systems |
2014 |
VLDB |
0.00011397332 |
| 1,294 |
Data Management in Machine Learning: Challenges, Techniques, and Systems |
2017 |
SIGMOD |
0.00011355506 |
| 1,306 |
Weld: A Common Runtime for High Performance Data Analytics |
2017 |
CIDR |
0.00011313192 |
| 1,434 |
The More the Merrier: Efficient Multi-Source Graph Traversal |
2015 |
VLDB |
0.00010889824 |
| 1,436 |
Computing Personalized PageRank Quickly by Exploiting Graph Structures |
2014 |
VLDB |
0.00010886672 |
| 1,465 |
Asynchronous Large-Scale Graph Processing Made Easy |
2013 |
CIDR |
0.00010772885 |
| 1,536 |
HELIX: Holistic Optimization for Accelerating Iterative Machine Learning |
2019 |
VLDB |
0.00010490973 |
| 1,815 |
An Experimental Comparison of Partitioning Strategies in Distributed Graph Processing |
2017 |
VLDB |
9.78333e-05 |
| 1,867 |
Large-Scale Distributed Graph Computing Systems: An Experimental Evaluation |
2015 |
VLDB |
9.6763039e-05 |
| 1,915 |
Elastic Machine Learning Algorithms in Amazon SageMaker |
2020 |
SIGMOD |
9.5806135e-05 |
| 1,937 |
Fast Iterative Graph Computation with Block Updates |
2013 |
VLDB |
9.5273762e-05 |
| 1,968 |
Pregelix: Big(ger) Graph Analytics on A Dataflow Engine |
2015 |
VLDB |
9.4768524e-05 |
| 2,112 |
Graph Stream Summarization: From Big Bang to Big Crunch |
2016 |
SIGMOD |
9.2110527e-05 |
| 2,124 |
Heterogeneity-aware Distributed Parameter Servers |
2017 |
SIGMOD |
9.1908344e-05 |
| 2,301 |
Giraph Unchained: Barrierless Asynchronous Parallel Execution in Pregel-like Graph Processing Systems |
2015 |
VLDB |
8.8693699e-05 |
| 2,420 |
Vertexica: Your Relational Friend for Graph Analytics! |
2014 |
VLDB |
8.6772491e-05 |
| 2,426 |
REX: Recursive, Delta-Based Data-Centric Computation |
2012 |
VLDB |
8.6639209e-05 |
| 2,450 |
HET: Scaling out Huge Embedding Model Training via Cache-enabled Distributed Framework |
2022 |
VLDB |
8.6319054e-05 |
| 2,451 |
Large-Scale Graph Analytics in Aster 6: Bringing Context to Big Data Discovery |
2014 |
VLDB |
8.6314409e-05 |
| 2,553 |
Big Data Analytics with Datalog Queries on Spark |
2016 |
SIGMOD |
8.4879606e-05 |
| 2,573 |
NOMAD: Non-locking, stOchastic Multi-machine algorithm for Asynchronous and Decentralized matrix completion |
2014 |
VLDB |
8.4672133e-05 |
| 2,660 |
FlexPS: Flexible Parallelism Control in Parameter Server Architecture |
2018 |
VLDB |
8.3487034e-05 |
| 2,696 |
Data X-Ray: A Diagnostic Tool for Data Errors |
2015 |
SIGMOD |
8.2965287e-05 |
| 2,725 |
DB4ML – An In-Memory Database Kernel with Machine Learning Support |
2020 |
SIGMOD |
8.2601397e-05 |
| 2,883 |
RaSQL: Greater Power and Performance for Big Data Analytics with Recursive-aggregate-SQL on Spark |
2019 |
SIGMOD |
8.0671021e-05 |
| 2,952 |
Knowledge Expansion over Probabilistic Knowledge Bases |
2014 |
SIGMOD |
7.9765208e-05 |
| 3,086 |
Extracting and Analyzing Hidden Graphs from Relational Databases |
2017 |
SIGMOD |
7.8417558e-05 |
| 3,199 |
Pregel Algorithms for Graph Connectivity Problems with Performance Guarantees |
2014 |
VLDB |
7.7173432e-05 |
| 3,209 |
Keys for Graphs |
2015 |
VLDB |
7.7101103e-05 |
| 3,269 |
A Distributed Multi-GPU System for Fast Graph Processing |
2018 |
VLDB |
7.6416668e-05 |
| 3,567 |
The Myria Big Data Management and Analytics System and Cloud Service |
2017 |
CIDR |
7.364087e-05 |
| 3,568 |
TopoX: Topology Refactorization for Efficient Graph Partitioning and Processing |
2019 |
VLDB |
7.3626195e-05 |
| 3,689 |
Distributed Edge Partitioning for Trillion-edge Graphs |
2019 |
VLDB |
7.2613558e-05 |
| 3,695 |
GTS: A Fast and Scalable Graph Processing Method based on Streaming Topology to GPUs |
2016 |
SIGMOD |
7.2580487e-05 |
| 3,749 |
Distributed Subgraph Matching on Timely Dataflow |
2019 |
VLDB |
7.2091565e-05 |
| 3,898 |
Real-Time Multi-Criteria Social Graph Partitioning: A Game Theoretic Approach |
2015 |
SIGMOD |
7.0940274e-05 |
| 3,979 |
Beyond Macrobenchmarks: Microbenchmark-based Graph Database Evaluation |
2019 |
VLDB |
7.049212e-05 |
| 4,014 |
Asynchronous and Fault-Tolerant Recursive Datalog Evaluation in Shared-Nothing Engines |
2015 |
VLDB |
7.0275709e-05 |
| 4,367 |
Graph Analytics Through Fine-Grained Parallelism |
2016 |
SIGMOD |
6.80729e-05 |
| 4,378 |
LogGP: A Log-based Dynamic Graph Partitioning Method |
2014 |
VLDB |
6.8002562e-05 |