eth-easl / cachewLinks
ML Input Data Processing as a Service. This repository contains the source code for Cachew (built on top of TensorFlow).
☆38Updated 9 months ago
Alternatives and similar repositories for cachew
Users that are interested in cachew are comparing it to the libraries listed below
Sorting:
- ☆24Updated 2 years ago
- Lightning In-Memory Object Store☆46Updated 3 years ago
- Virtual Memory Abstraction for Serverless Architectures☆48Updated 3 years ago
- ☆16Updated 2 years ago
- ☆53Updated 4 years ago
- ☆44Updated 3 years ago
- SHADE: Enable Fundamental Cacheability for Distributed Deep Learning Training☆35Updated 2 years ago
- Bamboo is a system for running large pipeline-parallel DNNs affordably, reliably, and efficiently using spot instances.☆50Updated 2 years ago
- Vector search with bounded performance.☆35Updated last year
- A universal workflow system for exactly-once DAGs☆23Updated 2 years ago
- A resilient distributed training framework☆95Updated last year
- EuroSys '24: "Trinity: A Fast Compressed Multi-attribute Data Store"☆18Updated 3 months ago
- FTPipe and related pipeline model parallelism research.☆41Updated 2 years ago
- Dorylus: Affordable, Scalable, and Accurate GNN Training☆76Updated 4 years ago
- Artifact for "Apparate: Rethinking Early Exits to Tame Latency-Throughput Tensions in ML Serving" [SOSP '24]☆25Updated 7 months ago
- Dynamic resources changes for multi-dimensional parallelism training☆25Updated 7 months ago
- MemLiner is a remote-memory-friendly runtime system.☆31Updated 2 years ago
- Proactive-adaptive arbitration between shipping compute and shipping data☆18Updated 3 years ago
- Stateful LLM Serving☆73Updated 3 months ago
- Medusa: Accelerating Serverless LLM Inference with Materialization [ASPLOS'25]☆23Updated last month
- ☆15Updated 2 years ago
- ☆14Updated 3 years ago
- Hydra adds resilience and high availability to remote memory solutions.☆31Updated 3 years ago
- ☆25Updated last year
- SFS: A Smart OS Scheduler for Serverless Function Workloads (SC'22)☆13Updated 2 years ago
- This is the implementation repository of our OSDI'23 paper: SMART: A High-Performance Adaptive Radix Tree for Disaggregated Memory.☆61Updated 7 months ago
- Boki: Stateful Serverless Computing with Shared Logs [SOSP '21]☆82Updated 3 years ago
- A Memory-Disaggregated Managed Runtime.☆66Updated 3 years ago
- An experimental parallel training platform☆54Updated last year
- GeminiFS: A Companion File System for GPUs☆34Updated 4 months ago