René's URL Explorer Experiment


Title: GitHub - mforhad/FedLess: Secure and Scalable Federated Learning using Serverless Computing · GitHub

Open Graph Title: GitHub - mforhad/FedLess: Secure and Scalable Federated Learning using Serverless Computing

X Title: GitHub - mforhad/FedLess: Secure and Scalable Federated Learning using Serverless Computing

Description: Secure and Scalable Federated Learning using Serverless Computing - mforhad/FedLess

Open Graph Description: Secure and Scalable Federated Learning using Serverless Computing - mforhad/FedLess

X Description: Secure and Scalable Federated Learning using Serverless Computing - mforhad/FedLess

Opengraph URL: https://github.com/mforhad/FedLess

X: @github

direct link

Domain: github.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:93c47785-f7a6-86af-dee1-1228982d5313
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-idDF46:73ADA:132D375:1BC1FC3:6A577BBF
html-safe-nonced351fc3a4f293e6e0fce3825fb08422adb2931d0e08ecfb0cbd16a255dfc02ef
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJERjQ2OjczQURBOjEzMkQzNzU6MUJDMUZDMzo2QTU3N0JCRiIsInZpc2l0b3JfaWQiOiI3MDQzOTkzNjU0MjYxMTUyNzAzIiwicmVnaW9uX2VkZ2UiOiJpYWQiLCJyZWdpb25fcmVuZGVyIjoiaWFkIn0=
visitor-hmac8ebc452c5ee296664bd62fe5c1367b8d2cf1c65913f844753836ad0be494a4d3
hovercard-subject-tagrepository:763994857
github-keyboard-shortcutsrepository,copilot
google-site-verificationApib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-urlhttps://collector.github.com/github/collect
analytics-location//
fb:app_id1401488693436528
apple-itunes-appapp-id=1477376905, app-argument=https://github.com/mforhad/FedLess
twitter:imagehttps://opengraph.githubassets.com/896bf1e1f1967dc58ad5f53da340874b8a4372e19f42b9300a4b9f20be5c956a/mforhad/FedLess
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/896bf1e1f1967dc58ad5f53da340874b8a4372e19f42b9300a4b9f20be5c956a/mforhad/FedLess
og:image:altSecure and Scalable Federated Learning using Serverless Computing - mforhad/FedLess
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
Nonec6353e56e94423c9cd5abde7708a859afa36a0c1203c73749055bf6ee6704cd0
turbo-cache-controlno-cache
go-importgithub.com/mforhad/FedLess git https://github.com/mforhad/FedLess.git
octolytics-dimension-user_id12984270
octolytics-dimension-user_loginmforhad
octolytics-dimension-repository_id763994857
octolytics-dimension-repository_nwomforhad/FedLess
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forktrue
octolytics-dimension-repository_parent_id748300144
octolytics-dimension-repository_parent_nwoServerless-Federated-Learning/FedLess
octolytics-dimension-repository_network_root_id748300144
octolytics-dimension-repository_network_root_nwoServerless-Federated-Learning/FedLess
turbo-body-classeslogged-out env-production page-responsive
disable-turbofalse
browser-stats-urlhttps://api.github.com/_private/browser/stats
browser-errors-urlhttps://api.github.com/_private/browser/errors
release9a9dfe2eff5c790a030f34cfcc89b4bf3ba08c7c
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://github.com/mforhad/FedLess#start-of-content
https://github.com/
Sign in https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fmforhad%2FFedLess
GitHub CopilotWrite better code with AIhttps://github.com/features/copilot
GitHub Copilot appDirect agents from issue to mergehttps://github.com/features/ai/github-app
MCP RegistryNewIntegrate external toolshttps://github.com/mcp
ActionsAutomate any workflowhttps://github.com/features/actions
CodespacesInstant dev environmentshttps://github.com/features/codespaces
IssuesPlan and track workhttps://github.com/features/issues
Code ReviewManage code changeshttps://github.com/features/code-review
GitHub Advanced SecurityFind and fix vulnerabilitieshttps://github.com/security/advanced-security
Code securitySecure your code as you buildhttps://github.com/security/advanced-security/code-security
Secret protectionStop leaks before they starthttps://github.com/security/advanced-security/secret-protection
Why GitHubhttps://github.com/why-github
Documentationhttps://docs.github.com
Bloghttps://github.blog
Changeloghttps://github.blog/changelog
Marketplacehttps://github.com/marketplace
View all featureshttps://github.com/features
Enterpriseshttps://github.com/enterprise
Small and medium teamshttps://github.com/team
Startupshttps://github.com/enterprise/startups
Nonprofitshttps://github.com/solutions/industry/nonprofits
App Modernizationhttps://github.com/solutions/use-case/app-modernization
DevSecOpshttps://github.com/solutions/use-case/devsecops
DevOpshttps://github.com/solutions/use-case/devops
CI/CDhttps://github.com/solutions/use-case/ci-cd
View all use caseshttps://github.com/solutions/use-case
Healthcarehttps://github.com/solutions/industry/healthcare
Financial serviceshttps://github.com/solutions/industry/financial-services
Manufacturinghttps://github.com/solutions/industry/manufacturing
Governmenthttps://github.com/solutions/industry/government
View all industrieshttps://github.com/solutions/industry
View all solutionshttps://github.com/solutions
AIhttps://github.com/resources/articles?topic=ai
Software Developmenthttps://github.com/resources/articles?topic=software-development
DevOpshttps://github.com/resources/articles?topic=devops
Securityhttps://github.com/resources/articles?topic=security
View all topicshttps://github.com/resources/articles
Customer storieshttps://github.com/customer-stories
Events & webinarshttps://github.com/resources/events
Ebooks & reportshttps://github.com/resources/whitepapers
Business insightshttps://github.com/solutions/executive-insights
GitHub Skillshttps://skills.github.com
Documentationhttps://docs.github.com
Customer supporthttps://support.github.com
Community forumhttps://github.com/orgs/community/discussions
Trust centerhttps://github.com/trust-center
Partnershttps://github.com/partners
View all resourceshttps://github.com/resources
GitHub SponsorsFund open source developershttps://github.com/open-source/sponsors
Security Labhttps://securitylab.github.com
Maintainer Communityhttps://maintainers.github.com
Acceleratorhttps://github.com/open-source/accelerator
GitHub Starshttps://stars.github.com
Archive Programhttps://archiveprogram.github.com
Topicshttps://github.com/topics
Trendinghttps://github.com/trending
Collectionshttps://github.com/collections
Enterprise platformAI-powered developer platformhttps://github.com/enterprise
GitHub Advanced SecurityEnterprise-grade security featureshttps://github.com/security/advanced-security
Copilot for BusinessEnterprise-grade AI featureshttps://github.com/features/copilot/copilot-business
Premium SupportEnterprise-grade 24/7 supporthttps://github.com/enterprise/premium-support
Pricinghttps://github.com/pricing
Search syntax tipshttps://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
documentationhttps://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
Sign in https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fmforhad%2FFedLess
Sign up https://github.com/signup?ref_cta=Sign+up&ref_loc=header+logged+out&ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3E&source=header-repo&source_repo=mforhad%2FFedLess
Reloadhttps://github.com/mforhad/FedLess
Reloadhttps://github.com/mforhad/FedLess
Reloadhttps://github.com/mforhad/FedLess
mforhad https://github.com/mforhad
FedLesshttps://github.com/mforhad/FedLess
Serverless-Federated-Learning/FedLesshttps://github.com/Serverless-Federated-Learning/FedLess
Notifications https://github.com/login?return_to=%2Fmforhad%2FFedLess
Fork 0 https://github.com/login?return_to=%2Fmforhad%2FFedLess
Star 0 https://github.com/login?return_to=%2Fmforhad%2FFedLess
Code https://github.com/mforhad/FedLess
Pull requests 0 https://github.com/mforhad/FedLess/pulls
Actions https://github.com/mforhad/FedLess/actions
Projects https://github.com/mforhad/FedLess/projects
Security and quality 0 https://github.com/mforhad/FedLess/security
Insights https://github.com/mforhad/FedLess/pulse
Code https://github.com/mforhad/FedLess
Pull requests https://github.com/mforhad/FedLess/pulls
Actions https://github.com/mforhad/FedLess/actions
Projects https://github.com/mforhad/FedLess/projects
Security and quality https://github.com/mforhad/FedLess/security
Insights https://github.com/mforhad/FedLess/pulse
https://github.com/mforhad/FedLess
Brancheshttps://github.com/mforhad/FedLess/branches
Tagshttps://github.com/mforhad/FedLess/tags
https://github.com/mforhad/FedLess/branches
https://github.com/mforhad/FedLess/tags
5 Commitshttps://github.com/mforhad/FedLess/commits/main/
https://github.com/mforhad/FedLess/commits/main/
Apodotikohttps://github.com/mforhad/FedLess/tree/main/Apodotiko
Apodotikohttps://github.com/mforhad/FedLess/tree/main/Apodotiko
experimentshttps://github.com/mforhad/FedLess/tree/main/experiments
experimentshttps://github.com/mforhad/FedLess/tree/main/experiments
fedlesshttps://github.com/mforhad/FedLess/tree/main/fedless
fedlesshttps://github.com/mforhad/FedLess/tree/main/fedless
functionshttps://github.com/mforhad/FedLess/tree/main/functions
functionshttps://github.com/mforhad/FedLess/tree/main/functions
requirementshttps://github.com/mforhad/FedLess/tree/main/requirements
requirementshttps://github.com/mforhad/FedLess/tree/main/requirements
scriptshttps://github.com/mforhad/FedLess/tree/main/scripts
scriptshttps://github.com/mforhad/FedLess/tree/main/scripts
testhttps://github.com/mforhad/FedLess/tree/main/test
testhttps://github.com/mforhad/FedLess/tree/main/test
.gitignorehttps://github.com/mforhad/FedLess/blob/main/.gitignore
.gitignorehttps://github.com/mforhad/FedLess/blob/main/.gitignore
.python-versionhttps://github.com/mforhad/FedLess/blob/main/.python-version
.python-versionhttps://github.com/mforhad/FedLess/blob/main/.python-version
Apodotiko.mdhttps://github.com/mforhad/FedLess/blob/main/Apodotiko.md
Apodotiko.mdhttps://github.com/mforhad/FedLess/blob/main/Apodotiko.md
FileServer.mdhttps://github.com/mforhad/FedLess/blob/main/FileServer.md
FileServer.mdhttps://github.com/mforhad/FedLess/blob/main/FileServer.md
GPU-node.mdhttps://github.com/mforhad/FedLess/blob/main/GPU-node.md
GPU-node.mdhttps://github.com/mforhad/FedLess/blob/main/GPU-node.md
LICENSEhttps://github.com/mforhad/FedLess/blob/main/LICENSE
LICENSEhttps://github.com/mforhad/FedLess/blob/main/LICENSE
README.mdhttps://github.com/mforhad/FedLess/blob/main/README.md
README.mdhttps://github.com/mforhad/FedLess/blob/main/README.md
pyproject.tomlhttps://github.com/mforhad/FedLess/blob/main/pyproject.toml
pyproject.tomlhttps://github.com/mforhad/FedLess/blob/main/pyproject.toml
setup.pyhttps://github.com/mforhad/FedLess/blob/main/setup.py
setup.pyhttps://github.com/mforhad/FedLess/blob/main/setup.py
READMEhttps://github.com/mforhad/FedLess
Licensehttps://github.com/mforhad/FedLess
https://github.com/mforhad/FedLess#fedless
FedLesshttps://github.com/andreas-grafberger/fedless
GPU clientshttps://github.com/mforhad/FedLess/blob/main/GPU-node.md
FedProxhttps://proceedings.mlsys.org/paper_files/paper/2020/hash/1f5fe83998a09396ebe6477d9475ba0c-Abstract.html
Scaffoldhttps://proceedings.mlr.press/v119/karimireddy20a.html
Fedbuffhttps://proceedings.mlr.press/v151/nguyen22b.html
FedLessScanhttps://github.com/Serverless-Federated-Learning/FedLesScan
Apodotikohttps://github.com/mforhad/FedLess/blob/main/Apodotiko.md
https://github.com/mforhad/FedLess#architecture
https://github.com/mforhad/FedLess/blob/main/Apodotiko/FedLess_Architecture_new.png
https://github.com/mforhad/FedLess#installation
https://github.com/mforhad/FedLess#development
ShellCheckhttps://github.com/koalaman/shellcheck
https://github.com/mforhad/FedLess#deployment
AWS Command Line Interfacehttps://aws.amazon.com/cli/?nc1=h_ls
Serverless Frameworkhttps://www.serverless.com/framework/docs/getting-started/
this guidehttps://www.serverless.com/framework/docs/providers/aws/guide/credentials/
gFaaShttps://github.com/kky-fury/gFaaS
functionshttps://github.com/mforhad/FedLess/blob/main/functions
OpenFaaShttps://github.com/openfaas/faas
OpenWhiskhttps://github.com/apache/openwhisk
Knativehttps://github.com/knative/serving
Google Cloud Functionshttps://cloud.google.com/functions?hl=en
AWS Lambdahttps://aws.amazon.com/lambda/
Azure functionshttps://azure.microsoft.com/en-us/products/functions
functionshttps://github.com/mforhad/FedLess/blob/main/functions
FedKeeperhttps://github.com/ansjin/fl_faas_fabric
https://github.com/mforhad/FedLess#note
scriptshttps://github.com/mforhad/FedLess/blob/main/scripts
https://github.com/mforhad/FedLess#workflow
scriptshttps://github.com/mforhad/FedLess/blob/main/scripts
https://github.com/mforhad/FedLess#using-fedless
experimentshttps://github.com/mforhad/FedLess/blob/main/experiments
scriptshttps://github.com/mforhad/FedLess/blob/main/scripts/deployment_scripts
https://github.com/mforhad/FedLess#with-aws-cognito-enabled
herehttps://github.com/mforhad/FedLess/blob/main/scripts/aws_cognito
https://github.com/mforhad/FedLess#gpu-clients
markdownhttps://github.com/mforhad/FedLess/blob/main/GPU-node.md
https://github.com/mforhad/FedLess#cli
https://github.com/mforhad/FedLess#talks
https://youtu.be/fQ8sul-yHTA?si=13TZet5yGDC9ex3p
herehttps://youtu.be/qsAn5_P03k8
https://github.com/mforhad/FedLess#publications
Linkhttps://www.ajindal.me/publication/fl_faas/fl_faas.pdf
Linkhttps://arxiv.org/pdf/2111.03396.pdf
Linkhttps://arxiv.org/pdf/2211.05739.pdf
https://github.com/mforhad/FedLess#citation
https://github.com/mforhad/FedLess#contributors
Mohak Chadhahttps://github.com/kky-fury
Alexander Jensenhttps://github.com/Ajexsen
Mohamed Elzohairyhttps://github.com/mohamedazab
Andreas Grafbergerhttps://github.com/andreas-grafberger
Anshul Jindalhttps://github.com/ansjin
Pulkit Kherahttps://github.com/pulkit97
Readme https://github.com/mforhad/FedLess#readme-ov-file
Apache-2.0 license https://github.com/mforhad/FedLess#Apache-2.0-1-ov-file
Please reload this pagehttps://github.com/mforhad/FedLess
Activityhttps://github.com/mforhad/FedLess/activity
0 forkshttps://github.com/mforhad/FedLess/forks
Report repository https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fmforhad%2FFedLess&report=mforhad+%28user%29
Releaseshttps://github.com/mforhad/FedLess/releases
Packages 0https://github.com/users/mforhad/packages?repo_name=FedLess
Please reload this pagehttps://github.com/mforhad/FedLess
Contributorshttps://github.com/mforhad/FedLess/graphs/contributors
Please reload this pagehttps://github.com/mforhad/FedLess
https://github.com
Termshttps://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacyhttps://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Securityhttps://github.com/security
Statushttps://www.githubstatus.com/
Communityhttps://github.community/
Docshttps://docs.github.com/
Contacthttps://support.github.com?tags=dotcom-footer

Viewport: width=device-width

URLs of crawlers that visited me.