ccchengff / SketchMLLinks
Accelerating Distributed Machine Learning with Data Sketches
☆17Updated 6 years ago
Alternatives and similar repositories for SketchML
Users that are interested in SketchML are comparing it to the libraries listed below
Sorting:
- A relational Multi-Party Computation framework for analytics in untrusted clouds☆34Updated last year
- ☆19Updated 5 years ago
- ☆33Updated 7 years ago
- A Parallel Secure Machine Learning Framework on GPUs☆21Updated 3 years ago
- ☆22Updated 6 years ago
- LaTeX templates for papers☆51Updated 6 years ago
- A Multicore, NUMA Optimised Data Stream Processing System☆39Updated 2 years ago
- Ok-Topk is a scheme for distributed training with sparse gradients. Ok-Topk integrates a novel sparse allreduce algorithm (less than 6k c…☆27Updated 2 years ago
- A Generic Resource-Aware Hyperparameter Tuning Execution Engine☆15Updated 3 years ago
- ☆16Updated 7 months ago
- A Federated Execution Engine for Fast Distributed Computation Over Slow Networks☆26Updated 4 years ago
- ☆25Updated 2 years ago
- Source code of "ThunderRW: An In-Memory Graph Random Walk Engine" published in VLDB'2021 - By Shixuan Sun, Yuhang Chen, Shengliang Lu, Bi…☆27Updated 4 years ago
- ☆17Updated 3 years ago
- "GraphOne: A Data Store for Real-time Analytics on Evolving Graphs", Usenix FAST'19☆60Updated 4 years ago
- An efficient large-scale graph mining framework.☆63Updated 4 years ago
- Dorylus: Affordable, Scalable, and Accurate GNN Training☆76Updated 4 years ago
- gTop-k S-SGD: A Communication-Efficient Distributed Synchronous SGD Algorithm for Deep Learning☆36Updated 6 years ago
- FlashMob is a shared-memory random walk system.☆32Updated 2 years ago
- Learning-Based Coded Computation☆47Updated 2 years ago
- Globally Addressable Memory management (efficient distributed memory management via RDMA and caching)☆102Updated 2 years ago
- Graphene: Fine-Grained IO Management for Graph Computing. FAST'17☆20Updated 8 years ago
- Differentiated Computation and Partitioning on Skewed (Natural or Bipartite) Graphs☆67Updated 3 years ago
- ☆24Updated 8 years ago
- Multi-threaded Large-Scale RMAT Graph Generator.☆130Updated 2 years ago
- DMALab's reading group slides and papers.☆16Updated 4 years ago
- Source code and datasets of "RapidMatch: A Holistic Approach to Subgraph Query Processing", accepted by VLDB'21 - By Shixuan Sun, Xibo Su…☆33Updated 3 years ago
- SoCC'20 and TPDS'21: Scaling GNN Training on Large Graphs via Computation-aware Caching and Partitioning.☆50Updated 2 years ago
- This project aims at building a scalable transactional stream processing engine on modern hardware. It allows ACID transactions to be run…☆141Updated 6 months ago
- A general-purpose, distributed graph random walk engine.☆109Updated 2 years ago