| 66 |
Spark SQL: Relational Data Processing in Spark |
2015 |
SIGMOD |
0.00061707583 |
| 441 |
Parallelizing Sequential Graph Computations |
2017 |
SIGMOD |
0.00023172424 |
| 539 |
Shark: SQL and Rich Analytics at Scale |
2013 |
SIGMOD |
0.00020615453 |
| 557 |
SystemML: Declarative Machine Learning on Spark |
2016 |
VLDB |
0.00020186115 |
| 570 |
From "Think Like a Vertex" to "Think Like a Graph" |
2014 |
VLDB |
0.00019895021 |
| 1,044 |
DimmWitted: A Study of Main-Memory Statistical Analytics |
2014 |
VLDB |
0.00014465007 |
| 1,150 |
K-Core Decomposition of Large Networks on a Single PC |
2016 |
VLDB |
0.00013647447 |
| 1,170 |
Blogel: A Block-Centric Framework for Distributed Computation on Real-World Graphs |
2014 |
VLDB |
0.00013526297 |
| 1,407 |
Hybrid Parallelization Strategies for Large-Scale Machine Learning in SystemML |
2014 |
VLDB |
0.00012163413 |
| 1,410 |
An Experimental Comparison of Pregel-like Graph Processing Systems |
2014 |
VLDB |
0.00012127229 |
| 1,449 |
Asynchronous Large-Scale Graph Processing Made Easy |
2013 |
CIDR |
0.00011928716 |
| 1,534 |
Data Management in Machine Learning: Challenges, Techniques, and Systems |
2017 |
SIGMOD |
0.00011462072 |
| 1,637 |
Mostly-Optimistic Concurrency Control for Highly Contended Dynamic Workloads on a Thousand Cores |
2017 |
VLDB |
0.00011058532 |
| 1,665 |
The More the Merrier: Efficient Multi-Source Graph Traversal |
2015 |
VLDB |
0.00010958779 |
| 1,666 |
HELIX: Holistic Optimization for Accelerating Iterative Machine Learning |
2019 |
VLDB |
0.00010955907 |
| 1,684 |
Fast Iterative Graph Computation with Block Updates |
2013 |
VLDB |
0.00010912102 |
| 1,751 |
Weld: A Common Runtime for High Performance Data Analytics |
2017 |
CIDR |
0.00010673874 |
| 1,809 |
Computing Personalized PageRank Quickly by Exploiting Graph Structures |
2014 |
VLDB |
0.00010472588 |
| 1,876 |
Large-Scale Distributed Graph Computing Systems: An Experimental Evaluation |
2015 |
VLDB |
0.00010242818 |
| 1,946 |
Heterogeneity-aware Distributed Parameter Servers |
2017 |
SIGMOD |
9.9983926e-05 |
| 1,971 |
An Experimental Comparison of Partitioning Strategies in Distributed Graph Processing |
2017 |
VLDB |
9.898018e-05 |
| 2,037 |
NOMAD: Non-locking, stOchastic Multi-machine algorithm for Asynchronous and Decentralized matrix completion |
2014 |
VLDB |
9.7063185e-05 |
| 2,164 |
Elastic Machine Learning Algorithms in Amazon SageMaker |
2020 |
SIGMOD |
9.3953268e-05 |
| 2,446 |
FlexPS: Flexible Parallelism Control in Parameter Server Architecture |
2018 |
VLDB |
8.7988018e-05 |
| 2,463 |
REX: Recursive, Delta-Based Data-Centric Computation |
2012 |
VLDB |
8.7438403e-05 |
| 2,486 |
Large-Scale Graph Analytics in Aster 6: Bringing Context to Big Data Discovery |
2014 |
VLDB |
8.6644935e-05 |
| 2,528 |
Pregelix: Big(ger) Graph Analytics on A Dataflow Engine |
2015 |
VLDB |
8.5953347e-05 |
| 2,609 |
Graph Stream Summarization: From Big Bang to Big Crunch |
2016 |
SIGMOD |
8.4587236e-05 |
| 2,678 |
HET: Scaling out Huge Embedding Model Training via Cache-enabled Distributed Framework |
2022 |
VLDB |
8.3224016e-05 |
| 2,711 |
Vertexica: Your Relational Friend for Graph Analytics! |
2014 |
VLDB |
8.2548656e-05 |
| 2,728 |
Keys for Graphs |
2015 |
VLDB |
8.2228869e-05 |
| 2,761 |
Giraph Unchained: Barrierless Asynchronous Parallel Execution in Pregel-like Graph Processing Systems |
2015 |
VLDB |
8.1616217e-05 |
| 2,916 |
Pregel Algorithms for Graph Connectivity Problems with Performance Guarantees |
2014 |
VLDB |
7.9062736e-05 |
| 2,922 |
RaSQL: Greater Power and Performance for Big Data Analytics with Recursive-aggregate-SQL on Spark |
2019 |
SIGMOD |
7.897179e-05 |
| 3,084 |
Knowledge Expansion over Probabilistic Knowledge Bases |
2014 |
SIGMOD |
7.5967738e-05 |
| 3,107 |
Data X-Ray: A Diagnostic Tool for Data Errors |
2015 |
SIGMOD |
7.5549177e-05 |
| 3,122 |
DB4ML – An In-Memory Database Kernel with Machine Learning Support |
2020 |
SIGMOD |
7.5284233e-05 |
| 3,147 |
Extracting and Analyzing Hidden Graphs from Relational Databases |
2017 |
SIGMOD |
7.4825501e-05 |
| 3,207 |
Big Data Analytics with Datalog Queries on Spark |
2016 |
SIGMOD |
7.3847098e-05 |
| 3,646 |
Real-Time Multi-Criteria Social Graph Partitioning: A Game Theoretic Approach |
2015 |
SIGMOD |
6.880993e-05 |
| 3,674 |
A Distributed Multi-GPU System for Fast Graph Processing |
2018 |
VLDB |
6.8502146e-05 |
| 3,839 |
GTS: A Fast and Scalable Graph Processing Method based on Streaming Topology to GPUs |
2016 |
SIGMOD |
6.7108721e-05 |
| 3,983 |
The Myria Big Data Management and Analytics System and Cloud Service |
2017 |
CIDR |
6.5588011e-05 |
| 4,025 |
TopoX: Topology Refactorization for Efficient Graph Partitioning and Processing |
2019 |
VLDB |
6.5174688e-05 |
| 4,207 |
Querying Big Graphs within Bounded Resources |
2014 |
SIGMOD |
6.3519481e-05 |
| 4,236 |
Distributed Edge Partitioning for Trillion-edge Graphs |
2019 |
VLDB |
6.3296839e-05 |
| 4,472 |
LogGP: A Log-based Dynamic Graph Partitioning Method |
2014 |
VLDB |
6.1486739e-05 |
| 4,499 |
Multi-Dimensional Balanced Graph Partitioning via Projected Gradient Descent |
2019 |
VLDB |
6.132875e-05 |
| 4,554 |
Distributed Subgraph Matching on Timely Dataflow |
2019 |
VLDB |
6.0839934e-05 |
| 4,574 |
Beyond Macrobenchmarks: Microbenchmark-based Graph Database Evaluation |
2019 |
VLDB |
6.0663571e-05 |