CMU-SAFARI / NATSA
NATSA is the first near-data-processing accelerator for time series analysis based on the Matrix Profile (SCRIMP) algorithm. NATSA exploits modern 3D-stacked High Bandwidth Memory (HBM) to enable efficient and fast matrix profile computation near memory. Described in ICCD 2020 by Fernandez et al. https://people.inf.ethz.ch/omutlu/pub/NATSA_time-…
☆13Updated last year
Related projects ⓘ
Alternatives and complementary repositories for NATSA
- GNNear: Accelerating Full-Batch Training of Graph NeuralNetworks with Near-Memory Processing☆13Updated 2 years ago
- MultiPIM: A Detailed and Configurable Multi-Stack Processing-In-Memory Simulator☆51Updated 3 years ago
- ☆13Updated 4 years ago
- STONNE Simulator integrated into SST Simulator☆17Updated 7 months ago
- A novel spatial accelerator for horizontal diffusion weather stencil computation, as described in ICS 2023 paper by Singh et al. (https:/…☆19Updated last year
- Heterogenous ML accelerator☆16Updated last month
- The simulator for SPADA, an SpGEMM accelerator with adaptive dataflow☆29Updated last year
- Graph accelerator on FPGAs and ASICs☆12Updated 6 years ago
- A Full-System Framework for Simulating NDP devices from Caches to DRAM☆14Updated 10 months ago
- ☆25Updated 3 years ago
- [FPGA'21] Microbenchmarks for Demystifying the Memory System of Modern Datacenter FPGAs for Software Programmers☆29Updated 2 years ago
- CasHMC: A Cycle-accurate Simulator for Hybrid Memory Cube☆20Updated 6 years ago
- Scaling Graph Processing on HBM-enabled FPGAs with Heterogeneous Pipelines☆16Updated 2 years ago
- dMazeRunner: Dataflow acceleration optimization infrastructure for coarse-grained programmable accelerators☆44Updated 2 years ago
- Domain-Specific Architecture Generator 2☆20Updated 2 years ago
- mNPUsim: A Cycle-accurate Multi-core NPU Simulator (IISWC 2023)☆38Updated 6 months ago
- ☆60Updated 3 years ago
- ☆10Updated last year
- A Scalable BFS Accelerator on FPGA-HBM Platform☆13Updated 9 months ago
- ☆24Updated 7 months ago
- A PIM instrumentation, compilation, execution, simulation, and evaluation repository for BLIMP-style architectures.☆16Updated 2 years ago
- HLS project modeling various sparse accelerators.☆11Updated 2 years ago
- A graph linear algebra overlay☆49Updated last year
- Processing-in Memory Architecture for Multiply-Accumulate Operations with Hybrid Memory Cube☆11Updated 7 years ago
- ☆15Updated last year
- ☆16Updated 2 years ago
- PIM-ML is a benchmark for training machine learning algorithms on the UPMEM architecture, which is the first publicly-available real-worl…☆18Updated last year
- An end-to-end GCN inference accelerator written in HLS☆18Updated 2 years ago
- A simulation framework for modeling efficiency of Graph Neural Network Dataflows☆20Updated last year
- The Artifact of NeoMem: Hardware/Software Co-Design for CXL-Native Memory Tiering☆28Updated 3 months ago