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Oracle Yields GraphPipe

  • Oracle open sources Graphpipe to standardize machine learning model deployment
    Oracle, a company not exactly known for having the best relationship with the open source community, is releasing a new open source tool today called Graphpipe, which is designed to simplify and standardize the deployment of machine learning models. The tool consists of a set of libraries and tools for following the standard.
  • Oracle open-sources Graphpipe to make it easier to deploy machine learning models
    Oracle today open-sourced Graphpipe, a tool created to make it easy to serve machine learning models in the cloud made by popular frameworks like TensorFlow, MXNet, Caffe2, and PyTorch. Graphpipe was designed to simplify the deployment of machine learning for use on mobile apps and IoT devices, as well as web services for end users or AI for internal use at companies. “Graphpipe is an attempt to standardize the protocol by which you speak to a remotely deployed machine learning model, and it includes some reference servers that allow you to deploy machine learning models from existing frameworks very easily in an efficient way,” Oracle cloud architect Vish Abrams told VentureBeat in a phone interview. Prior to joining Oracle, Abrams led efforts at NASA to open-source the OpenStack cloud computing platform.
  • Oracle open sources GraphPipe, a new standard for machine learning models
    Machine learning is expected to transform industries. However, its adoption in the enterprise has been slower than some might expect because it's difficult for organizations to deploy and manage machine learning technology on their own. Part of the challenge is that machine learning models are often trained and deployed using bespoke techniques, making it difficult to deploy models across servers or within different departments.
  • Oracle offers GraphPipe spec for machine learning data transmission
    Oracle has developed an open source specification for transmitting tensor data, which the company wants to become a standard for machine learning. Called GraphPipe, the specification provides a protocol for network data transmission. GraphPipe is intended to bring the efficiency of a binary, memory-mapped format while being simple and light on dependencies. There also are clients and servers for deploying and querying machine learning models from any framework.
  • Oracle releases GraphPipe, an open-source tool for deploying AI models
    Major tech firms regularly open-source internal software projects, but it’s not often that Oracle Corp.’s name comes up in this context. Today marked one of those occasions. The database giant this morning released GraphPipe, a tool for easing the deployment of machine learning models. Development on the project was led by Oracle cloud architect Vish Abrams, an open-source veteran who previously worked at NASA as part of the team that created the OpenStack data center operating system.
  • Oracle Open Sources GraphPipe for 'Dead Simple' Machine Learning Deployment

A 'Bridge' for GNU/Linux Games

  • Valve seems to be working on tools to get Windows games running on Linux
    Valve appears to be working on a set of "compatibility tools," called Steam Play, that would allow at least some Windows-based titles to run on Linux-based SteamOS systems. Yesterday, Reddit users noticed that Steam's GUI files (as captured by SteamDB's Steam Tracker) include a hidden section with unused text related to the unannounced Steam Play system. According to that text, "Steam Play will automatically install compatibility tools that allow you to play games from your library that were built for other operating systems."
  • Valve could be working on compatibility tools to make gaming on Linux easier than ever
    Something to look forward to: Gaming on Linux has never been the ideal experience, and the lack of AAA game compatibility is one of the main reasons for this. That's where Valve comes in, apparently - the company seems to be quietly working on a compatibility tool of its own, called "Steam Play." It seems Valve could be taking another shot at bringing Linux to the forefront of PC gaming if recently-discovered Steam GUI files are anything to go by. Curious Reddit users dug into Steam database files obtained by Steam Tracker. Recent updates to the database include numerous hints at something called "Steam Play," which is beginning to sound like a compatibility tool of sorts.
  • Steam may be getting tools that will enable Windows games to run in Linux
    Valve announced the Linux-based SteamOS in 2013, just prior to the reveal of the vaguely console-like Steam Machine PCs. It was a big, bold move that ultimately petered out: Valve ditched the Steam Machines section of its website in April, aalthough you can still hit it directly if you know the URL.
  • Looks like Steam’s getting built-in tools to run Windows games on Linux
    A few lines of code uncovered in Steam suggest that Valve is working on compatibility tools to allow users to play games regardless of operating system. Put another way, Steam’s going to let you run Windows games on Mac and Linux with a set of software built directly into the client. Uncovered strings all come under the “Steam_Settings_Compat” header, and all reference back to Steam Play. That’s currently the moniker Valve used to distinguish games that come as a single purchase playable across Windows, Mac, and Linux, but the strings suggest a new definition on the way.
  • Rumour: Valve May Be Adding Windows Steam Game Compatibility to Linux
    In a very interesting move, sleuths over at GamingOnLinux appear to unearthed evidence that Valve is experimenting with tools that could allow Windows Steam games to be playable on Linux operating systems. Up until this point, a game has to be specifically developed for Linux in order to be compatible with Unix-based operating systems. There are workarounds available right now, but it’s notoriously unreliable and a major hassle to get sorted. However, updates posted to the Steam Database github indicates Valve is at least testing an automatic method for running Windows games on Linux. Picking through the github notes, the tool appears to be called ‘Steam Play’, which the compatibility info says “Steam Play will automatically install compatibility tools that allow you to play games from your library that were built for other operating systems.”

Security: Updates, IPSec, Elections, AWS and Surveillance

  • Security updates for Wednesday
  • Cisco, Huawei, ZyXel, and Huawei patch Cryptographic IPSEC IKE Vulnerability
  • 11-year-old shows it’s child’s play to mess with elections
    At the DefCon Voting Village in Las Vegas last year, participants proved it was child’s play to hack voting machines: As Wired reported, within two minutes, democracy-tech researcher Carsten Schürmann used a novel vulnerability to get remote access to a WinVote machine. This year, it was literally child’s play: the DefCon village this past weekend invited 50 kids between the ages of 8 and 16 to compromise replicas of states’ websites in the so-called “DEFCON Voting Machine Hacking Village.”
  • Election Websites, Back-End Systems Most at Risk of Cyberattack in Midterms
    Both adult and kid hackers demonstrated at DEF CON how the hackable voting machine may be the least of our worries in the 2018 elections. Two 11-year-old budding hackers last week at DEF CON in Las Vegas used SQL injection attack code to break into a replica of the Florida Secretary of State's website within 15 minutes, altering vote count reports on the site. Meanwhile, further down the hall in the adult Voting Machine Hacking Village at Caesars Palace, one unidentified hacker spent four hours trying to break into a replica database that housed the real, publicly available state of Ohio voter registration roll. He got as far as the secured server — penetrating two layers of firewalls with a Khali Linux pen testing tool — but in the end was unable to grab the data from the database, which included names and birthdates of registered voters.
  • How Netflix Secures AWS Cloud Credentials
    Netflix has long been the poster child for being an "all-in-the-cloud" organization. The streaming media service relies on Amazon Web Services (AWS) for infrastructure and computing resources that it uses to operate.
  • Researchers Reveal Security Vulnerabilities in Tracking Apps
    Millions of users around the world regularly install tracker apps on their Android devices to help them keep track of friends and loved ones. Some of those tracker apps, however, contain vulnerabilities that could potentially enable an attacker to track the users of the apps. Researchers from the Fraunhofer Institute for Secure Information Technology detailed 37 vulnerabilities found in 19 mobile tracking apps in a session at Defcon in Las Vegas on Aug. 11. The researchers responsibly disclosed the flaws to Google and noted that, as of the time of their presentation, 12 of the apps had been removed from the Google Play store, leaving seven still publicly available and vulnerable. "In this project it was very easy to find vulnerabilities," security researcher Siegfried Rasthofer said. "There were no sophisticated exploits."

L1TF/Foreshadow News and Benchmarks

  • Three More Intel Chip Exploits Surface
  • Spectre-like “Foreshadow” Flaw In Intel CPUs Can Leak Your Secrets
  • QEMU 3.0 Brings Spectre V4 Mitigation, OpenGL ES Support In SDL Front-End
    QEMU 3.0 is now officially available. This big version bump isn't due to some compatibility-breaking changes, but rather to simplify their versioning and begin doing major version bumps on an annual basis. As an added bonus, QEMU 3.0 comes at a time of the project marking its 15th year in existence. QEMU 3.0 does amount to being a big feature release with a lot of new functionality as well as many improvements. Changes in QEMU 3.0 include Spectre V4 mitigation for x86 Intel/AMD, improved support for nested KVM guests on Microsoft Hyper-V, block device support for active mirroring, improved support for AHCI and SCSI emulation, OpenGL ES support within the SDL front-end, improved latency for user-mode networking, various ARM improvements, some POWER9 / RISC-V / s390 improvements too, and various other new bits.
  • How the L1 Terminal Fault vulnerability affects Linux systems
    Announced just yesterday in security advisories from Intel, Microsoft and Red Hat, a newly discovered vulnerability affecting Intel processors (and, thus, Linux) called L1TF or “L1 Terminal Fault” is grabbing the attention of Linux users and admins. Exactly what is this vulnerability and who should be worrying about it?
  • An Early Look At The L1 Terminal Fault "L1TF" Performance Impact On Virtual Machines
    Yesterday the latest speculative execution vulnerability was disclosed that was akin to Meltdown and is dubbed the L1 Terminal Fault, or "L1TF" for short. Here are some very early benchmarks of the performance impact of the L1TF mitigation on the Linux virtual machine performance when testing the various levels of mitigation as well as the unpatched system performance prior to this vulnerability coming to light.
  • Phoronix Test Suite 8.2 M2 Released With Offline Improvements, L1TF/Foreshadow Reporting
    The second development snapshot of the upcoming Phoronix Test Suite 8.2-Rakkestad to benchmark to your heart's delight on Linux, macOS, Windows, Solaris, and BSD platforms from embedded/SBC systems to cloud and servers.
  • The Linux Benchmarking Continues On The Threadripper 2950X & 2990WX
    While I haven't posted any new Threadripper 2950X/2990WX benchmarks since the embargo expired on Monday with the Threadripper 2 Linux review and some Windows 10 vs. Linux benchmarks, tests have continued under Linux -- as well as FreeBSD. I should have my initial BSD vs. Linux findings on Threadripper 2 out later today. There were about 24 hours worth of FreeBSD-based 2990WX tests going well albeit DragonFlyBSD currently bites the gun with my Threadripper 2 test platforms. More on that in the upcoming article as the rest of those tests finish. It's also been a madhouse with simultaneously benchmarking the new Level 1 Terminal Fault (L1TF) vulnerability and the performance impact of those Linux mitigations on Intel hardware will start to be published in the next few hours.