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84 changes: 64 additions & 20 deletions source/open-source/index.md
Original file line number Diff line number Diff line change
Expand Up @@ -15,42 +15,86 @@ layout: open-source
# logo_scale: "Optional: will be added as CSS height: `logo_scale`"

sections:
- title: "Energy-Efficient Systems"
description: "Projects focused on optimizing energy use in software systems."
- title: "Core Ongoing Projects"
items:
- name: "Zeus"
url: "https://ml.energy/zeus"
github_url: "https://github.com/ml-energy/zeus"
logo: "/open-source/logo/zeus.svg"
logo_scale: 70%
description: "Measure and optimize the energy consumption of your AI application!"

- title: "Systems for AI"
description: "Building efficient systems for AI workloads."
items:
description: "Measure and optimize the energy consumption of your AI applications."
- name: "Cornstarch"
github_url: "https://github.com/cornstarch-org/Cornstarch"
logo: "/open-source/logo/cornstarch.svg"
description: "Build, train, and run your own multimodal model."
- name: "Oobleck"
github_url: "https://github.com/SymbioticLab/Oobleck"
description: "A resilient distributed training framework."
- name: "Cornserve"
github_url: "https://github.com/cornserve-ai/cornserve"
description: "Easy, fast, and scalable multimodal AI."

- title: "Major Past Projects"
items:
- name: "TPP"
url: "https://lwn.net/Articles/876993/"
github_url: ""
logo: ""
description: "TPP (Transparent Page Placement) introduced CXL support to the Linux kernel from v5.18 and onward."
- name: "FedScale"
url: "https://fedscale.ai"
github_url: "https://github.com/SymbioticLab/FedScale"
logo: "/open-source/logo/fedscale.png"
logo_scale: 45%
description: "A scalable and extensible federated learning platform."

- title: "Memory systems"
description: "Building practical disaggregated and/or tiered memory systems."
items:
- name: "TPP (Transparent Page Placement)"
url: "https://lwn.net/Articles/876993/"
github_url: ""
description: "Train and benchmark ML at planet scale."
- name: "Salus"
github_url: "https://github.com/SymbioticLab/Salus"
logo: ""
description: "The first fine-grained GPU sharing system for AI."
- name: "Tiresias"
github_url: "https://github.com/SymbioticLab/Tiresias"
logo: ""
description: "TPP is now part of the Linux kernel."
description: "Efficient GPU cluster manager for ML training jobs."
- name: "Infiniswap"
github_url: "https://github.com/SymbioticLab/Infiniswap"
logo: ""
description: "THE memory disaggreation system."

- title: "Selected Software Artifacts"
items:
- name: "Venn"
github_url: "https://github.com/SymbioticLab/Venn"
description: "Resource management for collaborative learning jobs."
- name: "Oobleck"
github_url: "https://github.com/SymbioticLab/Oobleck"
description: "A resilient distributed training framework."
- name: "Memtrade"
github_url: "https://github.com/SymbioticLab/Memtrade"
description: "Disaggregated memory for public clouds."
- name: "ModelKeeper"
github_url: "https://github.com/SymbioticLab/ModelKeeper"
description: "Model warmup algorithm for faster DNN training."
- name: "Aequitas"
github_url: "https://github.com/SymbioticLab/Aequitas"
description: "RPC-level QoS used in Google's datacenter networks."
- name: "Justitia"
github_url: "https://github.com/SymbioticLab/Justitia"
description: "Solution for RDMA performance isolation."
- name: "Hydra"
github_url: "https://github.com/SymbioticLab/Hydra"
description: "Resilient disaggregated memory."
- name: "Oort"
github_url: "https://github.com/SymbioticLab/Oort"
description: "Guided participant selector for federated learning."
- name: "Fluid"
github_url: "https://github.com/SymbioticLab/Fluid"
description: "Resource-aware hyperparameter tuning engine."
- name: "Kayak"
github_url: "https://github.com/SymbioticLab/Kayak"
description: "Data-vs-compute placement in disaggregated memory."
- name: "Sol"
github_url: "https://github.com/SymbioticLab/Sol"
description: "A federated execution engine for planet-scale ML."
- name: "Leap"
github_url: "https://github.com/SymbioticLab/Leap"
description: "Remote memory prefetching."
---

We build strong open-source software based on research, meant for adoption in the real world.
We build impactful open-source software based on foundational research, meant for adoption in the real world.