A Cluster-Wide Model Manager to Accelerate DNN Training via Automated Training Warmup
☆36Jan 9, 2023Updated 3 years ago
Alternatives and similar repositories for ModelKeeper
Users that are interested in ModelKeeper are comparing it to the libraries listed below
Sorting:
- A Generic Resource-Aware Hyperparameter Tuning Execution Engine☆15Jan 8, 2022Updated 4 years ago
- Aequitas enables RPC-level QoS in datacenter networks.☆18Jul 19, 2022Updated 3 years ago
- Fine-grained GPU sharing primitives☆147Jul 28, 2025Updated 7 months ago
- Tiresias is a GPU cluster manager for distributed deep learning training.☆166May 7, 2020Updated 5 years ago
- Artifact for "Apparate: Rethinking Early Exits to Tame Latency-Throughput Tensions in ML Serving" [SOSP '24]☆24Nov 21, 2024Updated last year
- A resilient distributed training framework☆97Apr 11, 2024Updated last year
- Code for reproducing experiments performed for Accoridon☆13Jun 11, 2021Updated 4 years ago
- Artifact for "Shockwave: Fair and Efficient Cluster Scheduling for Dynamic Adaptation in Machine Learning" [NSDI '23]☆47Nov 24, 2022Updated 3 years ago
- Code for "Heterogenity-Aware Cluster Scheduling Policies for Deep Learning Workloads", which appeared at OSDI 2020☆137Jul 25, 2024Updated last year
- Federated Learning Systems Paper List☆75Feb 7, 2024Updated 2 years ago
- ☆199Aug 31, 2019Updated 6 years ago
- Justitia provides RDMA isolation between applications with diverse requirements.☆43May 25, 2022Updated 3 years ago
- Artifacts for our SIGCOMM'22 paper Muri☆43Dec 29, 2023Updated 2 years ago
- ☆27Aug 31, 2023Updated 2 years ago
- ☆17May 10, 2024Updated last year
- Primo: Practical Learning-Augmented Systems with Interpretable Models☆19Dec 26, 2023Updated 2 years ago
- A Deep Learning Cluster Scheduler☆37Jan 11, 2021Updated 5 years ago
- Analyze network performance in distributed training☆20Oct 20, 2020Updated 5 years ago
- A Federated Execution Engine for Fast Distributed Computation Over Slow Networks☆25Apr 26, 2021Updated 4 years ago
- Surrogate-based Hyperparameter Tuning System☆29Jun 29, 2023Updated 2 years ago
- Metis: Learning to Schedule Long-Running Applications in Shared Container Clusters with at Scale☆19May 27, 2020Updated 5 years ago
- An external memory allocator example for PyTorch.☆16Aug 10, 2025Updated 7 months ago
- ☆52Dec 13, 2022Updated 3 years ago
- Easy, Fast, and Scalable Multimodal AI☆118Mar 10, 2026Updated last week
- UW-Madison Course Monitor☆10Oct 4, 2019Updated 6 years ago
- ☆48Jun 2, 2022Updated 3 years ago
- ☆14Jan 12, 2022Updated 4 years ago
- Personal blog + reading notes on system-ish papers☆16Oct 29, 2023Updated 2 years ago
- Source code of IPA, https://escholarship.org/uc/item/2p0805dq☆12Jun 27, 2024Updated last year
- Multi-Instance-GPU profiling tool☆59Apr 16, 2023Updated 2 years ago
- Privacy Budget Orchestration in Machine Learning Workloads (OSDI '21)☆26Oct 20, 2023Updated 2 years ago
- Oort: Efficient Federated Learning via Guided Participant Selection☆134Oct 27, 2021Updated 4 years ago
- Artifact for "Marconi: Prefix Caching for the Era of Hybrid LLMs" [MLSys '25 Outstanding Paper Award, Honorable Mention]☆57Mar 5, 2025Updated last year
- Integrated Training Platform (ITP) traces used in ElasticFlow paper.☆31Dec 23, 2022Updated 3 years ago
- Simple PyTorch profiler that combines DeepSpeed Flops Profiler and TorchInfo☆12Feb 12, 2023Updated 3 years ago
- Measure and optimize the energy consumption of your AI applications!☆343Updated this week
- ☆11Dec 18, 2020Updated 5 years ago
- Deadline-based hyperparameter tuning on RayTune.☆32Jan 16, 2020Updated 6 years ago
- Selected Topics in Computer Networks @ Johns Hopkins University☆19Dec 17, 2020Updated 5 years ago