zhuangwang93 / Cupcake
Cupcake: A Compression Scheduler for Scalable Communication-Efficient Distributed Training (MLSys '23)
☆9Updated last year
Alternatives and similar repositories for Cupcake:
Users that are interested in Cupcake are comparing it to the libraries listed below
- Hi-Speed DNN Training with Espresso: Unleashing the Full Potential of Gradient Compression with Near-Optimal Usage Strategies (EuroSys '2…☆15Updated last year
- ☆16Updated 10 months ago
- Code for "Shockwave: Fair and Efficient Cluster Scheduling for Dynamic Adaptation in Machine Learning" [NSDI '23]☆39Updated 2 years ago
- Artifacts for our SIGCOMM'23 paper Ditto☆15Updated last year
- Reading seminar in Harvard Cloud Networking and Systems Group☆16Updated 2 years ago
- Artifacts for our ASPLOS'23 paper ElasticFlow☆52Updated 10 months ago
- ☆14Updated 2 years ago
- THC: Accelerating Distributed Deep Learning Using Tensor Homomorphic Compression☆15Updated 7 months ago
- Artifacts for our SIGCOMM'22 paper Muri☆41Updated last year
- ☆49Updated 2 years ago
- Deferred Continuous Batching in Resource-Efficient Large Language Model Serving (EuroMLSys 2024)☆12Updated 9 months ago
- Efficient Interactive LLM Serving with Proxy Model-based Sequence Length Prediction | A tiny BERT model can tell you the verbosity of an …☆28Updated 9 months ago
- ☆18Updated last year
- Open-source implementation for "Helix: Serving Large Language Models over Heterogeneous GPUs and Network via Max-Flow"☆25Updated 3 months ago
- Bamboo is a system for running large pipeline-parallel DNNs affordably, reliably, and efficiently using spot instances.☆49Updated 2 years ago
- ☆23Updated last year
- ☆43Updated 3 years ago
- Source code for OSDI 2023 paper titled "Cilantro - Performance-Aware Resource Allocation for General Objectives via Online Feedback"☆38Updated last year
- The prototype for NSDI paper "NetHint: White-Box Networking for Multi-Tenant Data Centers"☆26Updated last year
- ☆46Updated 2 months ago
- Deduplication over dis-aggregated memory for Serverless Computing☆12Updated 2 years ago
- Artifact for "Apparate: Rethinking Early Exits to Tame Latency-Throughput Tensions in ML Serving" [SOSP '24]☆22Updated 3 months ago
- A Hybrid Framework to Build High-performance Adaptive Neural Networks for Kernel Datapath☆27Updated last year
- Medusa: Accelerating Serverless LLM Inference with Materialization [ASPLOS'25]☆18Updated 3 months ago
- SocksDirect code repository☆19Updated 2 years ago
- Sources and examples for ASPLOS20 paper☆14Updated 4 years ago
- Official repository for the paper DynaPipe: Optimizing Multi-task Training through Dynamic Pipelines☆17Updated last year
- Proteus: A High-Throughput Inference-Serving System with Accuracy Scaling☆10Updated last year
- ☆42Updated 8 months ago