Linestro / GRACE
Artifact of ASPLOS'23 paper entitled: GRACE: A Scalable Graph-Based Approach to Accelerating Recommendation Model Inference
☆17Updated last year
Alternatives and similar repositories for GRACE:
Users that are interested in GRACE are comparing it to the libraries listed below
- ☆23Updated 2 years ago
- ☆30Updated 11 months ago
- Tacker: Tensor-CUDA Core Kernel Fusion for Improving the GPU Utilization while Ensuring QoS☆19Updated this week
- ☆17Updated 3 years ago
- A GPU-accelerated DNN inference serving system that supports instant kernel preemption and biased concurrent execution in GPU scheduling.☆40Updated 2 years ago
- DISB is a new DNN inference serving benchmark with diverse workloads and models, as well as real-world traces.☆53Updated 5 months ago
- SOTA Learning-augmented Systems☆34Updated 2 years ago
- High performance RDMA-based distributed feature collection component for training GNN model on EXTREMELY large graph☆49Updated 2 years ago
- PIM-DL: Expanding the Applicability of Commodity DRAM-PIMs for Deep Learning via Algorithm-System Co-Optimization☆28Updated 11 months ago
- MAGIS: Memory Optimization via Coordinated Graph Transformation and Scheduling for DNN (ASPLOS'24)☆50Updated 8 months ago
- Vector search with bounded performance.☆34Updated last year
- Official resporitory for "IPDPS' 24 QSync: Quantization-Minimized Synchronous Distributed Training Across Hybrid Devices".☆19Updated 11 months ago
- A source-to-source compiler for optimizing CUDA dynamic parallelism by aggregating launches☆15Updated 5 years ago
- ☆24Updated last year
- ☆31Updated 8 months ago
- ☆16Updated 2 years ago
- Adaptive Message Quantization and Parallelization for Distributed Full-graph GNN Training☆22Updated 11 months ago
- ngAP's artifact for ASPLOS'24☆19Updated last month
- ThrillerFlow is a Dataflow Analysis and Codegen Framework written in Rust.☆14Updated 2 months ago
- FGNN's artifact evaluation (EuroSys 2022)☆17Updated 2 years ago
- ☆21Updated last year
- ASPLOS'24: Optimal Kernel Orchestration for Tensor Programs with Korch☆31Updated 6 months ago
- PetPS: Supporting Huge Embedding Models with Tiered Memory☆30Updated 8 months ago
- Ginex: SSD-enabled Billion-scale Graph Neural Network Training on a Single Machine via Provably Optimal In-memory Caching☆36Updated 7 months ago
- ☆25Updated 4 years ago
- ☆35Updated last year
- An Optimizing Compiler for Recommendation Model Inference☆22Updated 11 months ago
- Artifact of OSDI '24 paper, ”Llumnix: Dynamic Scheduling for Large Language Model Serving“☆60Updated 8 months ago
- Stateful LLM Serving☆46Updated 6 months ago
- ☆18Updated 4 years ago