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google-parfait/federated-compute

Libraries for executing federated programs and computations.

C++ ◇ developer-tools Apache-2.0
★111STARS
⑂30FORKS
!14ISSUES
🏆#13,637GLOBAL RANK
🔥15DAYS TRENDING
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Momentum

+10

STARS · LAST 30 DAYS

1

PER DAY

#977

MOST-STARRED C++

Window7 days30 days90 days
Stars gained+0+10+90
Per day111
Forks gained+0+3+10

federated-compute gained 10 stars in the last 30 days, about 1 a day, and now has 111. It is about 5 years old and has averaged roughly 22 stars a year. It ranks #977 among C++ repositories and #13,637 across all languages on GitHubRepo.

Trending Record

federated-compute has maintained a continuous presence across global trending indexes, peaking at #2396. Below is the 30-day activity profile:

💡 Overview

federated-compute is an open-source project written in C++: Libraries for executing federated programs and computations.

Engineered for speed, consistency, and developer ease, it solves common hurdles in C++. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.

⚡ Key Features

1

Optimized execution pipeline written in C++ for predictable speed.

2

Zero-friction configuration with comprehensive sensible defaults out of the box.

3

Cross-platform runtime support across Linux, macOS, and Windows environments.

4

Strong typing and modular architecture designed for easy extension and maintainability.

5

Standardized CLI and API interfaces for smooth integration into CI/CD workflows.

6

Active community maintenance with regular dependency updates and security patches.

📥 Installation

terminal
$ git clone https://github.com/google-parfait/federated-compute.git
cd federated-compute

⚙ System Requirements

Platforms

  • • macOS
  • • Linux
  • • Windows

Runtime & Dependencies

C++20 compliant compiler (GCC 11+, Clang 13+, MSVC)

Architecture

x86_64, ARM64 (Apple Silicon & Graviton)

🧠 How It Works

federated-compute coordinates its core functionality through a modular C++ pipeline. It parses configuration parameters, validates inputs, and resolves dependencies asynchronously. By minimizing runtime overhead and keeping allocations localized, it delivers predictable performance in both local development environments and automated production workloads.

🎯 Production Use Cases

Production System Integration

Embed federated-compute into C++ backend services to handle core application logic.

CI/CD Automated Pipelines

Run automated validation, builds, and integration suites during deployments.

Developer Tooling & Workflows

Accelerate developer onboarding with pre-configured project utilities.

Open Source Extension

Fork and customize internal modules under the repository's open Apache-2.0 license.

🚀 Getting Started

1

Install federated-compute using your package manager: `git clone https://github.com/google-parfait/federated-compute.git`

2

Initialize your project workspace or configuration file for federated-compute.

3

Import federated-compute into your codebase or invoke it directly from your terminal.

4

Execute your test suite or run `federated-compute --help` to verify successful setup.

👍 Strengths

Active community backing with 111 GitHub stars and verified adoption.
Permissive open-source distribution under the Apache-2.0 license.
Built in C++ for high execution speed and developer familiarity.
Cross-platform compatibility across modern Linux, macOS, and Windows environments.
Clean modular design allowing flexible configuration and pipeline integration.

⚠️ Considerations

Requires familiarity with C++ and modern CLI workflows.
Ecosystem extensions may require manual configuration depending on environment constraints.
Active development roadmap means breaking API changes may occur across major versions.

⇄ Alternatives & Direct Competitors

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👥 Who Should Use This

Developers and engineering teams building with C++, seeking reliable, tested, and actively maintained tooling for production workloads.

🏆 Nearby in the Rankings

google-parfait/federated-compute is currently ranked #13,637 by stars across every repository tracked on GitHubRepo. These are adjacent projects:

RankRepositoryLanguageStarsAction
#13,589 Ghael-V/Lemon-Project C++ ★ 112 Compare ↗
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#13,589 FavioVazquez/showtime Python ★ 112 Compare ↗
#13,637 google-parfait/federated-compute This Project C++ ★ 111
#13,637 blackwinter-attic/wirble Ruby ★ 111 Compare ↗
#13,637 ledger/cl-ledger Common Lisp ★ 111 Compare ↗
#13,637 vidarh/diagram-tools XSLT ★ 111 Compare ↗
#13,637 hrehfeld/QuakeInjector Java ★ 111 Compare ↗
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Frequently Asked Questions

What does federated-compute do? +

Libraries for executing federated programs and computations.

What language is federated-compute written in? +

The primary language is C++. Topics include: software.

Is federated-compute actively maintained? +

Yes, the last recorded push was on Oct 1, 2026 with 14 open issues being tracked.

How many stars does federated-compute have? +

federated-compute has 111 stars and 30 forks on GitHub.

How does federated-compute rank among GitHub repositories? +

With 111 stars, google-parfait/federated-compute is ranked #13,637 globally across all repositories tracked on GitHubRepo and #977 among C++ projects.

What license is federated-compute distributed under? +

The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.

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