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6 Open Source AI Tools to Know

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OSS

In open source, no matter how original your own idea seems, it is always wise to see if someone else has already executed the concept. For organizations and individuals interested in leveraging the growing power of artificial intelligence (AI), many of the best tools are not only free and open source, but, in many cases, have already been hardened and tested.

At leading companies and non-profit organizations, AI is a huge priority, and many of these companies and organizations are open sourcing valuable tools. Here is a sampling of free, open source AI tools available to anyone.

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Zapcc Liberated, HMM and GPL

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Development
OSS
Legal
  • Zapcc high-speed C++ compiler now open source

    Zapcc, a caching C++ compiler built for speed, has gone open source.

    Ceemple Software, Zapcc’s builder, claims the compiler offers dramatic improvements in both incremental and full builds compared to building with Clang 4.0 and Clang 5.0. Based on heavily modified code from the Clang compiler project, Zapcc uses an in-memory compilation cache in a client-server architecture. All compilation information is remembered between runs.

  • Heterogeneous memory management meets EXPORT_SYMBOL_GPL()

    One of the many longstanding — though unwritten — rules of kernel development is that infrastructure is not merged until at least one user for that infrastructure exists. That helps developers evaluate potential interfaces and be sure that the proposed addition is truly needed. A big exception to this rule was made when the heterogeneous memory management (HMM) code was merged, though. One of the reasons for the lack of users in this case turns out to be that many of the use cases are proprietary; that has led to some disagreements over the GPL-only status of an exported kernel symbol.

    The HMM subsystem exists to support peripherals that have direct access to system memory through their own memory-management units. It allows the ownership of ranges of memory to be passed back and forth and notifies peripherals of changes in memory mappings to keep everything working well together. HMM is not a small or simple subsystem, and bringing it into the kernel has forced a number of low-level memory-management changes. After a multi-year development process, the core HMM code was merged for the 4.14 kernel, despite the lack of any users.

OSS: C.H. Robinson, Instaclustr, Machine Learning and Koderize

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OSS
  • At C.H. Robinson, open source adoption brings iterative, fast development — almost too fast

    In 2014, C.H. Robinson, a third-party services and logistics firm, faced a roadblock: How do you remove bottlenecks in the technology development pipeline?

    Engineering teams with eight to 10 people aligned with a module or product worked to build out a functionality, such as an order management capability, according to Vanessa Adams, director, architecture and application development at C.H. Robinson. But individual teams were often held up by other product groups whose work they relied on. 

    At one point, 12-15 teams were required to meet most development deliverables and milestones, Adams told CIO Dive. In an effort to minimize the number of development dependencies, C.H. Robinson began exploring the idea of allowing people to work in other product areas rather than making them wait in line in the prioritization loop and hope project timelines synced up. 

    [...]

    With open source, legal departments have to approve contributions to open source projects, procurement departments have to understand there may not be a place to send an invoice and managers have to learn giving back to the open source framework on work time is part of the process. It's a long term shift that can take months, if not years, to execute, McCullough said.

  • Kafkaesque: Instaclustr creates Kafka-as-a-Service

    Instaclustr has announced Kafka-as-a-Service in bid to provide an easier route to the real-time data streaming platform

    An open source player from the start, the e-dropping Instaclustr specifies that this release follows an ‘early access programe’ that saw a handful of Instaclustr users deploy the Kafka-as-a-Service solution to manage high volume data streams in real-time.

  • Why are so many machine learning tools open source?

     

    Open source and machine learning go together like peanut butter and jelly. But why? In this article, Kayla Matthews explores why many of the best machine learning tools are open source.  

  • New adventures – old challenges

    I’ve also spent a lot of time on promoting free and open source software. I’ve spoken at conferences, gone to hackathlons, spoken at the university, and arranged meetups. All this culminated in foss-north which I’ve been organizing for the past three years.

    The conclusion from all of this is that there is an opportunity to focus on this full time. How can free and open source software be leveraged in various industries? How does one actually work with this? How does licensing work? and so on. To do so, I founded my own company – koderize – a while back and from now on I’m focusing fully on it.

Kernel (Linux) Systems Boot, Linux Foundation (AGL and ONAP), GNU/Linux Jobs, and ONF

Filed under
Linux
OSS
  • A broad overview of how modern Linux systems boot

     

    For reasons beyond the scope of this entry, today I feel like writing down a broad and simplified overview of how modern Linux systems boot. Due to being a sysadmin who has stubbed his toe here repeatedly, I'm going to especially focus on points of failure.

  • Separation Architecture Supports Automotive Grade Linux

    Green Hills Software now offers INTEGRITY Multivisor secure virtualization and advanced development tools for Automotive Grade Linux (AGL) on 64-bit automotive grade SoCs. For the first time, AGL applications can be added to automotive systems meeting the highest ISO 26262 safety levels through the INTEGRITY real-time operating system (RTOS). As a result, OEMs can confidently run AGL-based infotainment and connected car applications in secure partitions alongside safety-critical and security-critical functions including instrument clusters, rear-view camera, ADAS, OTA, gateway and V2X. The results are lower system costs, more scalable platforms, shorter development times and lower ASIL certification costs.

  • Second ONAP Open Source Network Automation Release Ships

    The Linux Foundation announced the second software release from the Open Network Automation Platform (ONAP) project, a unified platform for end-to-end, closed-loop network automation

    Announced last week, ONAP Beijing stems from the melding of two different open source networking automation projects under the direction of The Linux Foundation in March 2017. ONAP focuses on automating virtual network functions in software-defined networking (SDN) and network functions virtualization (NFV) implementations.

  • Linux Projects Driving Demand for IT Pros With Open Source Skills
  • ONF Announces New Reference Designs

    Driving Formation of a New Supply Chain To support operators’ impending deployment of these Reference Designs, a number of tier-1 vendors have joined the efforts as ONF partners to contribute their skills, expertise and technologies to help realize the RDs. Adtran, Dell/EMC, Edgecore Networks and Juniper Networks are actively participating as supply chain partners in this reference design process. Each brings unique skills and complementary competencies, and by working together the partnership will be able to expedite the production readiness of the various solutions.

  • ADTRAN Partners with Open Networking Foundation (ONF) in Reimagined Strategic Plan

Openwashing: Facebook, Microsoft/Adobe and More

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OSS

Funding for Open 'Core' Companies

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OSS

Open Hardware: Good for Your Brand, Good for Your Bottom Line

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Hardware
OSS

Chip makers are starting to catch on to the advantages of open, however. SiFive has released an entirely open RISC-V development board. Its campaign on the Crowd Supply crowd-funding website very quickly raised more than $140,000 USD. The board itself is hailed as a game-changer in the world of hardware. Developments like these will ensure that it won't be long before the hardware equivalent of LEGO's bricks will soon be as open as the designs built using them.

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OSS Leftovers

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OSS
  • Sculpt for The Curious

    Sculpt for The Curious is the second development stage of the Genode-based general-purpose OS used at Genode Labs. Compared to the initial version, which was targeted at early adopters only, the new version invites a broader user base to explore the system. It comes in the form of a ready-to-use disk image for a bootable USB thumb drive.

  • Genode-Based Sculpt OS Now Available With Easy-To-Use Disk Image

    Sculpt OS is striving to become a general purpose operating system built off the Genode OS framework. The second release of Sculpt OS is now available and it's much easier now to try out.

    Sculpt OS relies upon Genode's micro-kernel architecture, sandboxed drivers, and other modern approaches for providing a unique OS on commodity PC hardware.

  • Bitfi and McAfee Announce First Truly Unhackable and Open Source Crypto Wallet

    Bitfi, a global payments technology company working to enable businesses and consumers to participate in the digital currency economy, today announced Bitfi Wallet – the first unhackable, open source hardware wallet with an accompanying dashboard that features wireless setup and support for many popular cryptocurrencies and crypto assets, including Monero, a fully decentralized private cryptocurrency that has previously never had a hardware wallet solution.

  • Call for Code is open and organizations are lining up to join the cause

    Today is the first official day of Call for Code, an annual global initiative from creator David Clark Cause, with IBM proudly serving as Founding Partner. Call for Code aims to unleash the collective power of the global open source developer community against the growing threat of natural disasters.

    Even as we prepare to accept submissions from technology teams around the world, the response from the technology community has been overwhelming and today I am thrilled to announce two new partners joining the cause.

  • Getting started with Open edX to host your course

    Now in its seventh major release, the Open edX platform is a free and open source course management system that is used all over the world to host Massive Open Online Courses (MOOCs) as well as smaller classes and training modules. To date, Open edX software has powered more than 8,000 original courses and 50 million course enrollments. You can install the platform yourself with on-premise equipment or by leveraging any of the industry-leading cloud infrastructure services providers, but it is also increasingly being made available in a Software-as-a-Service (SaaS) model from several of the project’s growing list of service providers.

    The Open edX platform is used by many of the world’s premier educational institutions as well as private sector companies, public sector institutions, NGOs, non-profits, and educational technology startups, and the project’s global community of service providers continues to make the platform accessible to ever-smaller organizations. If you plan to create and offer educational content to a broad audience, you should consider using the Open edX platform.

  • Friday Free Software Directory IRC meetup time: June 22nd starting at 12:00 p.m. EDT/16:00 UTC
  • Xapian Joins Conservancy as a Member Project

    Software Freedom Conservancy proudly welcomes Xapian as Conservancy's newest member project. Xapian is a probabilistic information retrieval library that allows developers to add advanced indexing and search facilities to their own applications.

    Conservancy, a public charity focused on ethical technology, is the home of over forty member projects dedicated to developing free and open source software. Conservancy acts as a corporate umbrella, allowing member projects to operate as charitable initiatives without having to independently manage their own corporate structure and administrative services.

    "We've spent the past 18 years at Xapian developing a technologically mature software package," said Olly Betts, Xapian's Project Lead. "We're excited about how Conservancy can help us extend that maturity to our project governance."

  • Python and Bash - Contenders for the most used scripting language

    Packt Publishing, publisher of software learning resources, has revealed the results of its 2018 Skill Up survey in a new report.

    From what programming languages, frameworks, and libraries are most used, to job satisfaction, attitudes to management and what it’s like to work in the software industry today, the report offers a snapshot of what matters to software developers in 2018.

Open Source Skills Soar In Demand According to 2018 Jobs Report

Filed under
Linux
OSS

Linux expertise is again in the top spot as the most sought after open source skill, says the latest Open Source Jobs Reportfrom Dice and The Linux Foundation. The seventh annual report shows rapidly growing demand for open source skills, particularly in areas of cloud technology.

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Making Free Software Suffer Using New Laws

Filed under
OSS
Legal
  • Free software is at risk in the EU -- take action now

    Members of the European Parliament want to turn upload platforms like GitLab into "censorship machines" that require user-uploaded materials to be monitored and automatically filtered, a process which would prevent modified and reused code from being uploaded. This provision is covered under Article 13 of the Copyright Directive.

    If Article 13, embedded within the proposal, becomes official policy, it will be impossible for developers to build off of one another's code -- which is not only a blow to the collaborative development of free software, but a push against the basic freedoms of free software. Software isn't free unless it can be modified and shared. Article 13 will affect all users of free software -- as development of free software suffers, the quality and availability of updates, new features, and new programs will also suffer.

  • Open Source Industry Australia Says Zombie TPP Could Destroy Free Software Licensing

    Without the ability to enforce compliance through the use of injunctions, open source licenses would once again be pointless. Although the OSIA is concerned about free software in Australia, the same logic would apply to any TPP-11 country. It would also impact other nations that joined the Pacific pact later, as the UK is considering (the UK government seems not to have heard of the gravity theory for trade). It would presumably apply to the US if it did indeed rejoin the pact, as has been mooted. In other words, the impact of this section on open source globally could be significant.

    It's worth remembering why this particular article is present in TPP. It grew out of concerns that nations like China and Russia were demanding access to source code as a pre-requisite of allowing Western software companies to operate in their countries. Article 14.17 was designed as a bulwark against such demands. It's unlikely that it was intended to destroy open source licensing too, although some spotted early on that this was a risk. And doubtless a few big software companies will be only too happy to see free software undermined in this way. Unfortunately, it's probably too much to hope that the Australian Senate Standing Committee on Foreign Affairs, Defence & Trade will care about or even understand this subtle software licensing issue. The fate of free software in Australia will therefore depend on whether TPP-11 comes into force, and if so, what judges think Article 14.17 means.

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6 Open Source AI Tools to Know

In open source, no matter how original your own idea seems, it is always wise to see if someone else has already executed the concept. For organizations and individuals interested in leveraging the growing power of artificial intelligence (AI), many of the best tools are not only free and open source, but, in many cases, have already been hardened and tested. At leading companies and non-profit organizations, AI is a huge priority, and many of these companies and organizations are open sourcing valuable tools. Here is a sampling of free, open source AI tools available to anyone. Read more