| 66 |
Spark SQL: Relational Data Processing in Spark |
2015 |
SIGMOD |
0.00061639801 |
| 444 |
Parallelizing Sequential Graph Computations |
2017 |
SIGMOD |
0.00022987918 |
| 542 |
Shark: SQL and Rich Analytics at Scale |
2013 |
SIGMOD |
0.00020595648 |
| 557 |
SystemML: Declarative Machine Learning on Spark |
2016 |
VLDB |
0.00020197988 |
| 574 |
From "Think Like a Vertex" to "Think Like a Graph" |
2014 |
VLDB |
0.00019883211 |
| 1,044 |
DimmWitted: A Study of Main-Memory Statistical Analytics |
2014 |
VLDB |
0.00014475229 |
| 1,150 |
K-Core Decomposition of Large Networks on a Single PC |
2016 |
VLDB |
0.00013657353 |
| 1,171 |
Blogel: A Block-Centric Framework for Distributed Computation on Real-World Graphs |
2014 |
VLDB |
0.00013511313 |
| 1,402 |
Hybrid Parallelization Strategies for Large-Scale Machine Learning in SystemML |
2014 |
VLDB |
0.00012180605 |
| 1,408 |
An Experimental Comparison of Pregel-like Graph Processing Systems |
2014 |
VLDB |
0.00012133511 |
| 1,452 |
Asynchronous Large-Scale Graph Processing Made Easy |
2013 |
CIDR |
0.00011919499 |
| 1,532 |
Data Management in Machine Learning: Challenges, Techniques, and Systems |
2017 |
SIGMOD |
0.00011472681 |
| 1,665 |
The More the Merrier: Efficient Multi-Source Graph Traversal |
2015 |
VLDB |
0.00010967716 |
| 1,666 |
HELIX: Holistic Optimization for Accelerating Iterative Machine Learning |
2019 |
VLDB |
0.0001096361 |
| 1,685 |
Fast Iterative Graph Computation with Block Updates |
2013 |
VLDB |
0.0001091808 |
| 1,692 |
Mostly-Optimistic Concurrency Control for Highly Contended Dynamic Workloads on a Thousand Cores |
2017 |
VLDB |
0.00010901611 |
| 1,750 |
Weld: A Common Runtime for High Performance Data Analytics |
2017 |
CIDR |
0.00010683647 |
| 1,821 |
Computing Personalized PageRank Quickly by Exploiting Graph Structures |
2014 |
VLDB |
0.00010423565 |
| 1,877 |
Large-Scale Distributed Graph Computing Systems: An Experimental Evaluation |
2015 |
VLDB |
0.00010236803 |
| 1,942 |
Heterogeneity-aware Distributed Parameter Servers |
2017 |
SIGMOD |
0.00010012691 |
| 1,968 |
An Experimental Comparison of Partitioning Strategies in Distributed Graph Processing |
2017 |
VLDB |
9.9071968e-05 |
| 2,033 |
NOMAD: Non-locking, stOchastic Multi-machine algorithm for Asynchronous and Decentralized matrix completion |
2014 |
VLDB |
9.7172731e-05 |
| 2,163 |
Elastic Machine Learning Algorithms in Amazon SageMaker |
2020 |
SIGMOD |
9.3949234e-05 |
| 2,440 |
FlexPS: Flexible Parallelism Control in Parameter Server Architecture |
2018 |
VLDB |
8.8119143e-05 |
| 2,458 |
REX: Recursive, Delta-Based Data-Centric Computation |
2012 |
VLDB |
8.7683462e-05 |
| 2,487 |
Large-Scale Graph Analytics in Aster 6: Bringing Context to Big Data Discovery |
2014 |
VLDB |
8.6710828e-05 |
| 2,529 |
Pregelix: Big(ger) Graph Analytics on A Dataflow Engine |
2015 |
VLDB |
8.5940768e-05 |
| 2,607 |
Graph Stream Summarization: From Big Bang to Big Crunch |
2016 |
SIGMOD |
8.4630211e-05 |
| 2,677 |
HET: Scaling out Huge Embedding Model Training via Cache-enabled Distributed Framework |
2022 |
VLDB |
8.3268401e-05 |
| 2,709 |
Vertexica: Your Relational Friend for Graph Analytics! |
2014 |
VLDB |
8.2530203e-05 |
| 2,754 |
Giraph Unchained: Barrierless Asynchronous Parallel Execution in Pregel-like Graph Processing Systems |
2015 |
VLDB |
8.169411e-05 |
| 2,919 |
RaSQL: Greater Power and Performance for Big Data Analytics with Recursive-aggregate-SQL on Spark |
2019 |
SIGMOD |
7.9047279e-05 |
| 2,927 |
Pregel Algorithms for Graph Connectivity Problems with Performance Guarantees |
2014 |
VLDB |
7.8823626e-05 |
| 3,081 |
Knowledge Expansion over Probabilistic Knowledge Bases |
2014 |
SIGMOD |
7.6031501e-05 |
| 3,099 |
DB4ML – An In-Memory Database Kernel with Machine Learning Support |
2020 |
SIGMOD |
7.5642871e-05 |
| 3,105 |
Data X-Ray: A Diagnostic Tool for Data Errors |
2015 |
SIGMOD |
7.5568954e-05 |
| 3,143 |
Extracting and Analyzing Hidden Graphs from Relational Databases |
2017 |
SIGMOD |
7.4804326e-05 |
| 3,200 |
Big Data Analytics with Datalog Queries on Spark |
2016 |
SIGMOD |
7.3912411e-05 |
| 3,642 |
Real-Time Multi-Criteria Social Graph Partitioning: A Game Theoretic Approach |
2015 |
SIGMOD |
6.8876257e-05 |
| 3,670 |
A Distributed Multi-GPU System for Fast Graph Processing |
2018 |
VLDB |
6.8567044e-05 |
| 3,694 |
Keys for Graphs |
2015 |
VLDB |
6.8345712e-05 |
| 3,834 |
GTS: A Fast and Scalable Graph Processing Method based on Streaming Topology to GPUs |
2016 |
SIGMOD |
6.7173094e-05 |
| 3,982 |
The Myria Big Data Management and Analytics System and Cloud Service |
2017 |
CIDR |
6.5651188e-05 |
| 4,020 |
TopoX: Topology Refactorization for Efficient Graph Partitioning and Processing |
2019 |
VLDB |
6.5237459e-05 |
| 4,211 |
Querying Big Graphs within Bounded Resources |
2014 |
SIGMOD |
6.3563454e-05 |
| 4,234 |
Distributed Edge Partitioning for Trillion-edge Graphs |
2019 |
VLDB |
6.3355073e-05 |
| 4,473 |
LogGP: A Log-based Dynamic Graph Partitioning Method |
2014 |
VLDB |
6.1542362e-05 |
| 4,497 |
Multi-Dimensional Balanced Graph Partitioning via Projected Gradient Descent |
2019 |
VLDB |
6.1387773e-05 |
| 4,556 |
Distributed Subgraph Matching on Timely Dataflow |
2019 |
VLDB |
6.0883757e-05 |
| 4,581 |
Beyond Macrobenchmarks: Microbenchmark-based Graph Database Evaluation |
2019 |
VLDB |
6.0703328e-05 |