From 53de758bbcc6148526ac4fe6cb033681e4f69c0a Mon Sep 17 00:00:00 2001 From: PAWAN B <122771388+PawanB10@users.noreply.github.com> Date: Mon, 20 Feb 2023 11:21:33 +0530 Subject: [PATCH 1/2] Add files via upload --- .../LF AND AI DATA FOUNDATION.md | 171 ++++++++++++++++++ 1 file changed, 171 insertions(+) create mode 100644 Analysis/DataStorageProjects/LF AND AI DATA FOUNDATION.md diff --git a/Analysis/DataStorageProjects/LF AND AI DATA FOUNDATION.md b/Analysis/DataStorageProjects/LF AND AI DATA FOUNDATION.md new file mode 100644 index 00000000..8e0a4067 --- /dev/null +++ b/Analysis/DataStorageProjects/LF AND AI DATA FOUNDATION.md @@ -0,0 +1,171 @@ + +**LF AND AI DATA FOUNDATION** + +**INTRODUCTION** + +What is LF AI & Data? + +LF AI & Data is **an umbrella foundation of the Linux Foundation that supports open source innovation in artificial intelligence (AI) and data**. + +**LF** + +**LF Energy** **is a Linux Foundation Project that Supports multi-vender collaboration and open source innovation in the energy.** + +The **Linux Foundation** (**LF**) is a [non-profit](https://en.wikipedia.org/wiki/Nonprofit_organization "Nonprofit organization") technology consortium founded in 2000 as a merger between [Open Source Development Labs](https://en.wikipedia.org/wiki/Open_Source_Development_Labs "Open Source Development Labs") and the [Free Standards Group](https://en.wikipedia.org/wiki/Free_Standards_Group "Free Standards Group") to standardize [Linux](https://en.wikipedia.org/wiki/Linux "Linux"), support its growth, and promote its commercial adoption. Additionally, it hosts and promotes the collaborative development of [open source](https://en.wikipedia.org/wiki/Open-source_software "Open-source software") software projects. It is a major force in promoting diversity and inclusion in both Linux and the wider open source software community. + +The foundation was launched in 2000, under the [Open Source Development Labs](https://en.wikipedia.org/wiki/Open_Source_Development_Labs "Open Source Development Labs") (OSDL) and became the organization it is today when OSDL merged with the [Free Standards Group](https://en.wikipedia.org/wiki/Free_Standards_Group "Free Standards Group") (FSG). The Linux Foundation sponsors the work of Linux creator [Linus Torvalds](https://en.wikipedia.org/wiki/Linus_Torvalds "Linus Torvalds") and lead maintainer [Greg Kroah-Hartman](https://en.wikipedia.org/wiki/Greg_Kroah-Hartman "Greg Kroah-Hartman"). Furthermore, it is supported by members, such as [AT&T](https://en.wikipedia.org/wiki/AT%26T "AT&T"), [Cisco](https://en.wikipedia.org/wiki/Cisco "Cisco"), [Fujitsu](https://en.wikipedia.org/wiki/Fujitsu "Fujitsu"), [Google](https://en.wikipedia.org/wiki/Google "Google"), [Hitachi](https://en.wikipedia.org/wiki/Hitachi "Hitachi"), [Huawei](https://en.wikipedia.org/wiki/Huawei "Huawei"), [IBM](https://en.wikipedia.org/wiki/IBM "IBM"), [Intel](https://en.wikipedia.org/wiki/Intel "Intel"), [Meta](https://en.wikipedia.org/wiki/Meta_Platforms "Meta Platforms"),[[6]](https://en.wikipedia.org/wiki/Linux_Foundation#cite_note-6) [Microsoft](https://en.wikipedia.org/wiki/Microsoft "Microsoft"),[[7]](https://en.wikipedia.org/wiki/Linux_Foundation#cite_note-7) [NEC](https://en.wikipedia.org/wiki/NEC "NEC"), [Oracle](https://en.wikipedia.org/wiki/Oracle_Corporation "Oracle Corporation"), [Orange S.A.](https://en.wikipedia.org/wiki/Orange_S.A. "Orange S.A."), [Qualcomm](https://en.wikipedia.org/wiki/Qualcomm "Qualcomm"), [Samsung](https://en.wikipedia.org/wiki/Samsung "Samsung"), [Tencent](https://en.wikipedia.org/wiki/Tencent "Tencent"), and [VMware](https://en.wikipedia.org/wiki/VMware "VMware"), as well as developers from around the world. + +In recent years, the Linux Foundation has expanded its support programs through events, training and certification, as well as open source projects. Projects hosted at the Linux Foundation include the [Linux kernel](https://en.wikipedia.org/wiki/Linux_kernel "Linux kernel") project, [Kubernetes](https://en.wikipedia.org/wiki/Kubernetes "Kubernetes"), [Automotive Grade Linux](https://en.wikipedia.org/wiki/Automotive_Grade_Linux "Automotive Grade Linux"), [ONAP](https://en.wikipedia.org/wiki/ONAP "ONAP") (Open Network Automation Platform), [Hyperledger](https://en.wikipedia.org/wiki/Hyperledger "Hyperledger"), [Cloud Native Computing Foundation](https://en.wikipedia.org/wiki/Cloud_Native_Computing_Foundation "Cloud Native Computing Foundation"), [Cloud Foundry](https://en.wikipedia.org/wiki/Cloud_Foundry "Cloud Foundry") Foundation, [Xen](https://en.wikipedia.org/wiki/Xen "Xen") project, and many others. + +**AI** + +Artificial intelligence is a science and technology based on disciplines such as Computer Science, Biology, Psychology, Linguistics, Mathematics, and Engineering. A major thrust of AI is in the development of computer functions associated with human intelligence, such as reasoning, learning, and problem solving. + +Over the course of the last decade, the landscape of AI and data technologies has begun to rely heavily on the open source community. We have seen a shift both in enterprise adoption of open source software as well as an increased reliance on open source software in the base of proprietary software solutions that provide value-added capabilities on top of the open source distribution. These value-added capabilities can range from the creation and management of ‘enterprise grade’ distributions that began, in the early 20-teens, with Python, R, and Hadoop leading the charge. The primary governing foundations for these distributions are the Apache Foundation and the Linux Foundation as these governing bodies provide a governance and license structure that is more conducive to enterprise adoption. The Linux Foundation and its AI and Data umbrella foundation (LF AI & Data) are critical to our (IBM’s) strategy as we rely heavily on the consumption of LF AI & Data projects, the contribution to LF AI & Data projects, and the founding of new AI and data projects and committees hosted in LF AI & Data. This is exemplified in our standing as one of the leading contributors to LF AI & Data and a leading contributor to the Linux Foundation. As one of the major AI and data vendors, we see a responsibility to make certain technologies available freely to the world in AI as it relates to the robustness of AI, the fairness of AI, and the explainability of AI. + +**PROJECT SUMMARY** + +Website + +[https://lfaidata.foundation/](https://lfaidata.foundation/) + +wiki + +[Technical Advisory Council Home](https://wiki.lfaidata.foundation/pages/viewpage.action?pageId=7733341) + +Organization/Foundation Name + +LF AI AND DATA FOUNDATION + +Open/Proprietary + +Open source + +Landscape + +[https://landscape.lfaidata.foundation/](https://landscape.lfaidata.foundation/) + +Artwork + +[https://artwork.lfaidata.foundation](https://artwork.lfaidata.foundation/) + +Github + +[https://github.com/lfai](https://github.com/lfai) + +Source Path + +https://lfaidata.foundation/projects/ + +Brief Description + +LF AI & Data was created to support open source AI and data, and to create a sustainable open source AI and data ecosystem that makes it easy to create AI and data products and services using open source technologies. + +**PROJECT DETAILS** + +**OBJECTIVES** +![Linux Foundation - javatpoint](https://static.javatpoint.com/linux/images/linux-foundation.png) + +**LINUX FOUDATIONS PROJECTS** +![Linux Foundation - javatpoint](https://static.javatpoint.com/linux/images/linux-foundation2.png) + +**DIFFERENT FLAVOURS OF LINUX** +![The Different Flavours Of Linux – LEMP](https://lemppics.lemp.io/1661330532094.png) + +**ARCHITECTURE AND DIAGRAM OF LF AND AI** +![Linux Foundation - Wikipedia](https://upload.wikimedia.org/wikipedia/commons/thumb/9/9a/CUPS-block-diagram.svg/200px-CUPS-block-diagram.svg.png) + +![Artificial Intelligence System Architecture. | Download Scientific Diagram](https://www.researchgate.net/publication/267953355/figure/fig2/AS:295511635578885@1447466872445/Artificial-Intelligence-System-Architecture.png) + +**LF OPEN SOURCE COMPONENETS PROJECTS FOR 5G** +![5G Super Blueprint Diagram Architecture & Projects - LF Networking - LF Networking Confluence](https://wiki.lfnetworking.org/download/attachments/53609061/5G%20Super%20Blueprint%20Diagram.png?version=1&modificationDate=1617212192000&api=v2) + + +**MODULAR PLATFORM** + +LF & _AI_ is a _platform_ and open source framework that makes it easy to build for,….. + +1. Creating +2. Reproducible +3. Maintainable +4. Modular data science code + +**INTEGRATED DATA OF LF AND AI** + +The _**LF AI**_ & _**Data Foundation**_ supports open source projects within _**artificial**_ ... It provides open APIs, event formats, types and _**integration**_ logic + +**TECHNICAL DETAILS** + +The mission of _**LF AI**_ & _**Data**_ is to build and support an open _**artificial intelligence**_ (_**AI**_) and _**data**_ community, and drive open source innovation in the _**AI**_ and _**data.**_ + + +_**OTHER INFORMATION ABOUT LF & AI DATA**_ + + +1. Open Source AI and Data Ecosystem + +Our goal is to help developers, end-users, and others to navigate the complex ecosystem landscape. Anyone can contribute by submitting a pull request on GitHub. To that end, the LF AI & Data Foundation has created an interactive landscape +1 . It represents open source AI and data projects and growing at an average weekly rate of one million LoC +>35,000+ active developers contributing code +>15 open source licenses +>18 countries of project origin +>102 companies founded projects +>10 open source foundations hosting multiple projects +>12 universities founded projects + +**In the landscape, we organized the 316 open source projects into 11 categories:** +>Deep learning (four subcategories) +>Reinforcement learning +>Programming +>Model (eight subcategories) +>Trusted and responsible AI (three subcategories +>Distributed computing (two subcategories) +>Security and privacy +>Natural language processing +>Notebook environment +>Machine learning (four subcategories) + +**Open Source AI & Data landscape** +![Open Source AI and Data: Keep up with rapid advances with LF AI and Data - IBM Developer](https://developer.ibm.com/developer/default/blogs/open-source-ai-and-data-how-best-to-keep-up-with-rapid-advances/images/landscape.jpg) + +**Comprehensive list of services to LF AI & Data hosted projects** + +**NEUTRAL** **HOSTING** +A neutral home for an open source project increases the willingness of developers from software companies, startups, academia, and elsewhere to collaborate, contribute, and become committers. + +**DEDICATED STAFF** +Projects have access to full-time staff (executive director, program manager, project coordinator) who cultivate the maturity and adoption of open source AI and data projects + +**TRAINING AND CERTIFICATION** +We develop training classes and, through the Linux Foundation, can execute and launch certification programs in support of hosted projects. + +**EVENTS MANAGEMENT** +Events are part of LF AI & Data’s core strategy to help projects build a community and accelerate knowledge-sharing and integration. Many LF AI & Data projects have their own events. + +**DEV-FOCUSED OPERATION** +Services include IT infrastructure, release management, IT ops, support, security audits, and a host of tools (FOSSA, LastPass, Slack, Synk, Zoom, etc.) + +**MENTORSHIP** +Members of the LF AI & Data technical advisory committee and leaders of graduated projects are available to support and mentor new projects + +**LEGAL SERVICES** +We help projects navigate licensing requirements, IP regimes, trademark management, compliance scans, export control filings, and developer certificate of origin or contributor license agreement integration with GitHub, etc.. + +**MARKET SERVICES** +We offer a wide range of marketing services to increase project awareness, project adoption, and the number of contributors. + +**DESIGN AND AESTHETICS** +Our in-house team provides graphic design resources for new logos, websites, and website refreshes or enhancements. + +**PROGRAM MANAGEMENT** +We have decades of experience in program management of open source projects. We bring best practices to all LF AI & Data hosted projects + +**LFX PLATFORM EXPERIENCE** +This Linux Foundation product offers a set of integrated tools for project insights, security, easy contributor license agreements, crowdfunding, member engagement, and more. + + +**Acknowledgement/Reference** + +[**https://lfaidata.foundation/**](https://lfaidata.foundation/) **was referred to gain information about key benefits and information, architecture, data landscape, comprehensive and data host projects.** + +[**https://en.wikipedia.org/wiki/Linux_Foundation**](https://en.wikipedia.org/wiki/Linux_Foundation) **was referred for introduction section.** From 4b0122a0d169f9f10fc8d10768e4806630d4cc0f Mon Sep 17 00:00:00 2001 From: PAWAN B <122771388+PawanB10@users.noreply.github.com> Date: Mon, 20 Feb 2023 12:41:28 +0530 Subject: [PATCH 2/2] Update LF AND AI DATA FOUNDATION.md --- .../LF AND AI DATA FOUNDATION.md | 44 ++++--------------- 1 file changed, 9 insertions(+), 35 deletions(-) diff --git a/Analysis/DataStorageProjects/LF AND AI DATA FOUNDATION.md b/Analysis/DataStorageProjects/LF AND AI DATA FOUNDATION.md index 8e0a4067..d4d3d325 100644 --- a/Analysis/DataStorageProjects/LF AND AI DATA FOUNDATION.md +++ b/Analysis/DataStorageProjects/LF AND AI DATA FOUNDATION.md @@ -25,41 +25,15 @@ Over the course of the last decade, the landscape of AI and data technologies ha **PROJECT SUMMARY** -Website - -[https://lfaidata.foundation/](https://lfaidata.foundation/) - -wiki - -[Technical Advisory Council Home](https://wiki.lfaidata.foundation/pages/viewpage.action?pageId=7733341) - -Organization/Foundation Name - -LF AI AND DATA FOUNDATION - -Open/Proprietary - -Open source - -Landscape - -[https://landscape.lfaidata.foundation/](https://landscape.lfaidata.foundation/) - -Artwork - -[https://artwork.lfaidata.foundation](https://artwork.lfaidata.foundation/) - -Github - -[https://github.com/lfai](https://github.com/lfai) - -Source Path - -https://lfaidata.foundation/projects/ - -Brief Description - -LF AI & Data was created to support open source AI and data, and to create a sustainable open source AI and data ecosystem that makes it easy to create AI and data products and services using open source technologies. +|Website|[https://lfaidata.foundation/](https://lfaidata.foundation/)| +|wiki|[Technical Advisory Council Home](https://wiki.lfaidata.foundation/pages/viewpage.action?pageId=7733341)| +|Organization/Foundation Name|LF AI AND DATA FOUNDATION| +|Open/Proprietary|Open source| +|Landscape|[https://landscape.lfaidata.foundation/](https://landscape.lfaidata.foundation/)| +|Artwork|[https://artwork.lfaidata.foundation](https://artwork.lfaidata.foundation/)| +|Github|[https://github.com/lfai](https://github.com/lfai)| +|Source Path|https://lfaidata.foundation/projects/| +|Brief Description|LF AI & Data was created to support open source AI and data, and to create a sustainable open source AI and data ecosystem that makes it easy to create AI and data products and services using open source technologies.| **PROJECT DETAILS**