skypilot-org / spot-tracesLinks
Releasing the spot availability traces used in "Can't Be Late" paper.
☆23Updated last year
Alternatives and similar repositories for spot-traces
Users that are interested in spot-traces are comparing it to the libraries listed below
Sorting:
- A resilient distributed training framework☆94Updated last year
- Bamboo is a system for running large pipeline-parallel DNNs affordably, reliably, and efficiently using spot instances.☆51Updated 2 years ago
- ☆56Updated 4 years ago
- SHADE: Enable Fundamental Cacheability for Distributed Deep Learning Training☆35Updated 2 years ago
- Artifact for "Shockwave: Fair and Efficient Cluster Scheduling for Dynamic Adaptation in Machine Learning" [NSDI '23]☆45Updated 2 years ago
- Dorylus: Affordable, Scalable, and Accurate GNN Training☆76Updated 4 years ago
- ☆44Updated 3 years ago
- ☆25Updated 2 years ago
- A ChatGPT(GPT-3.5) & GPT-4 Workload Trace to Optimize LLM Serving Systems☆200Updated last month
- AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving (OSDI 23)☆84Updated 2 years ago
- SpotServe: Serving Generative Large Language Models on Preemptible Instances☆128Updated last year
- ☆51Updated 2 years ago
- ☆24Updated last year
- Artifact for "Apparate: Rethinking Early Exits to Tame Latency-Throughput Tensions in ML Serving" [SOSP '24]☆25Updated 9 months ago
- Medusa: Accelerating Serverless LLM Inference with Materialization [ASPLOS'25]☆29Updated 3 months ago
- ☆44Updated last year
- [ACM EuroSys 2023] Fast and Efficient Model Serving Using Multi-GPUs with Direct-Host-Access☆57Updated 3 weeks ago
- A Cluster-Wide Model Manager to Accelerate DNN Training via Automated Training Warmup☆35Updated 2 years ago
- An interference-aware scheduler for fine-grained GPU sharing☆145Updated 7 months ago
- Open-source implementation for "Helix: Serving Large Language Models over Heterogeneous GPUs and Network via Max-Flow"☆63Updated 9 months ago
- PipeSwitch: Fast Pipelined Context Switching for Deep Learning Applications☆126Updated 3 years ago
- ☆44Updated 2 months ago
- Artifacts for our ASPLOS'23 paper ElasticFlow☆52Updated last year
- Serverless optimizations☆51Updated last year
- The source code of INFless,a native serverless platform for AI inference.☆40Updated 2 years ago
- Helios Traces from SenseTime☆57Updated 2 years ago
- A universal workflow system for exactly-once DAGs☆23Updated 2 years ago
- Artifacts for our SIGCOMM'23 paper Ditto☆15Updated last year
- Expressive, Easy to Build, and High-Performance Application Networks☆17Updated 2 months ago
- Virtual Memory Abstraction for Serverless Architectures☆48Updated 3 years ago