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Hacking by Chinese state-backed hackers dramatically escalated over the summer in response to the trade war with the U.S. And military tensions in the South China Sea, said Tom Kellermann, chief cybersecurity officer of Carbon Black, whose company’s threat-hunting tool is.

Android Leftovers. Programming: Flask, Agile, Rust and Python. As a data scientist consultant, I want to make impact with my machine learning models. However, this is easier said than done. When starting a new project, it starts with playing around with the data in a Jupyter notebook. Once you’ve got a full understanding of what data you’re dealing with and have aligned with the client on what steps to take, one of the outcomes can be to create a predictive model. You get excited and go back to your notebook to make the best model possible.

The model and the results are presented and everyone is happy. The client wants to run the model in their infrastructure to test if they can really create the expected impact.

Also, when people can use the model, you get the input necessary to improve it step by step. But how can we quickly do this, given that the client has some complicated infrastructure that you might not be familiar with?. Agile is fast becoming a mainstream way industries act, behave, and work as they look to improve efficiency, minimize costs, and empower staff. Most software developers naturally think, act, and work this way, and alignment towards agile software methodologies has gathered pace in recent years. VersionOne’s 2018 State of Agile report shows that scrum and its variants remain the most popular implementation of agile. This is in part due to changes made to the Scrum Guide’s wording in recent years that make it more amenable to non-software industries.

Async IO is a concurrent programming design that has received dedicated support in Python, evolving rapidly from Python 3.4 through 3.7, and probably beyond. You may be thinking with dread, “Concurrency, parallelism, threading, multiprocessing. That’s a lot to grasp already. Where does async IO fit in?” This tutorial is built to help you answer that question, giving you a firmer grasp of Python’s approach to async IO. Security: Updates, Reproducible Builds and More.

Here’s what happened in the Reproducible Builds effort between Sunday January 6 and Saturday January 12 2019. The increasing number of devices that connect over-the-air to the internet over-the-air and the wide availability of WiFi access points provide many opportunities for attackers to exploit users. By tricking users to connect to rogue access points, hackers gain full control over the users' network connection, which allows them to sniff and alter traffic, redirect users to malicious sites, and launch other attacks over the network.

To protect users and teach them to avoid risky online behaviors, security auditors and researchers must evaluate users' security practices and understand the reasons they connect to WiFi access points without being confident they are safe. There are a significant number of tools that can conduct WiFi audits, but no single tool can test the many different attack scenarios and none of the tools integrate well with one another. The Evil-Twin Framework (ETF) aims to fix these problems in the WiFi auditing process by enabling auditors to examine multiple scenarios and integrate multiple tools. This article describes the framework and its functionalities, then provides some examples to show how it can be used. Here is your monthly refresh for the best Desktop Environment you will find for Linux.

I just uploaded “KDE-519.01” to the ‘ktown‘ repository. As always, these packages are meant to be installed on a Slackware-current which has had its KDE4 removed first. These packages will not work on Slackware 14.2.

Beta

It looks like Slackware is not going to be blessed with Plasma5 any time soon, so I will no longer put an artificial limitation on the dependencies I think are required for a solid Plasma5 desktop experience. If Pat ever decides that Plasma5 has a place in the Slackware distro, he will have to make a judgement call on what KDE functionality can stay and what needs to go. MongoDB 'open-source' Server Side Public License rejected MongoDB is open-source document NoSQL database with a problem.

While very popular, cloud companies, such as Amazon Web Services (AWS), IBM Cloud, Scalegrid, and ObjectRocket has profited from it by offering it as a service while MongoDB Inc. Hasn't been able to monetize it to the same degree. MongoDB's answer? Relicense the program under its new Server Side Public License (SSPL). Open-source powerhouse Red Hat's reaction? Drop MongoDB from Red Hat Enterprise Linux (RHEL) 8.

Red Hat's Technical and Community Outreach Program Manager Tom Callaway explained, in a note stating MongoDB is being removed from Fedora Linux, that 'It is the belief of Fedora that the SSPL is intentionally crafted to be aggressively discriminatory towards a specific class of users.' Debian Linux had already dropped MongoDB from its distribution. Today's leftovers. Free Scorewriter MuseScore released version 3.0.1 yesterday with some improvements and numerous bug-fixes. MuseScore 3.0.1 redesigned New Score Wizard for easy searching templates, better score previews, and accessibility improvements for blind users.

The new release also features better import of 2.X scores, better automatic placement of hairpins and dynamics, and reworked Mixer UI. Today we are pleased to release MuseScore 3.0.1. This is the first in what we intend to be a regular series of updates to MuseScore 3, the ground-breaking version of the world’s most popular music notation software. Ever got confused by the amount of disc made available for downloading on Debian servers? Worry not, if this is your approach looking around the Internet for an explanation why and what are those various discs for installing Debian on your beloved computer, you are at the right place. I'll try to be quick and concise so you can get on with Debian installation within 2 minutes read:). Arm continues plumbing the open-source GNU compiler toolchain support for their next-generation 'Ares' high-performance server/HPC core.

Back in November they presented the initial Ares compiler patches for GCC. Those patches presented Ares as an ARMv8-based design that has statistical profiling, dot product, and FP16 extensions by default. We've also seen other Ares toolchain patches by Arm developers like the recent GNU Assembler support. Anavi Technology has this month launched a new product via the Crowd Supply in the form of the ANAVI Thermometer, an ESP8266-powered, open source, wireless dev board equipped with temperature and humidity sensors. The Anavi Thermometer Development board is fully compatible with the Arduino IDE, PlatformIO, and Home Assistant via the MQTT messaging protocol.

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Watch the demonstration video below to learn more about the open source dev board and its features. The development team behind the ANAVI Thermometer explain more about its hardware and specifications: Servers: MAAS, Kubernetes, Chef and OpenStack. Our latest release makes for a very exciting point in the MAAS evolution. As datacenter (DC) infrastructure grows at unparalleled scale fueled by new applications and services such as connected autonomous cars, augmented/virtual reality (AR/VR) and IoT, the need for automated bare metal provisioning has never been more important.

Multi-access edge computing and the ongoing shift to 5G will continue to drive cloud architectures ranging from small clusters deployed at actual radio towers all the way to thousands of nodes running in core data centres. The agility and speed of discovering, allocating and also repurposing bare-metal servers will be crucial to new services and an automated physical infrastructure lifecycle management. MAAS 2.5 brings new capabilities and improvements to how this can be achieved in a repeatable and reliable way.

The Kubernetes implementation of the Container Storage Interface (CSI) has been promoted to GA in the Kubernetes v1.13 release. Support for CSI was introduced as alpha in Kubernetes v1.9 release, and promoted to beta in the Kubernetes v1.10 release.

The GA milestone indicates that Kubernetes users may depend on the feature and its API without fear of backwards incompatible changes in future causing regressions. GA features are protected by the Kubernetes deprecation policy. With Chef, you can automate the way your infrastructure is configured, deployed, and managed.

When you’re operating with a single machine, configuration management can be fairly simple. But what happens when your organization scales up? That’s where Chef comes in and saves the day — and a whole lot more. Chef ensures your configurations are standardized and continuously enforced in every environment and at any scale. It allows your infrastructure configurations to be testable, portable, and auditable, saving your organization time and monetary resources.

You could say Chef is a superhero with all the saving it does. If you follow the evolution of OpenStack, you know how it’s finding its way into all sorts of workloads, from high-level research to car manufacturing to all-new 5G networks. Organizations are using it for everything from the mundane to the sublime and sharing what they’re learning with the OpenStack community.

Some of the examples offered up at the recent OpenStack Summit Berlin showed that OpenStack is a full-fledged part of the IT mainstream, which means there are a wealth of ideas out there for your own implementation. Khronos Group and Graphics Leftovers.

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From VR to autonomous vehicles to edge computing, The Khronos Group continues working on new industry standards for today's expanding compute landscape. Today the organization announced they are soliciting industry feedback and creating an exploratory group for a new, open industry standard around High Performance Embedded Computing (HPEC). Lead VC4/V3D driver developer Eric Anholt of Broadcom has landed a batch of improvements to the next-generation V3D driver in Mesa 19.0.

The latest round of work that was merged on Monday evening include SSBO / atomic counters support, support for the ARBframebuffernoattachments OpenGL extension, support for more compute shader intrinsics, and other items. The drm-next-5.1-wip branch has been created by open-source AMD developers as they begin vetting the changes they plan to submit to DRM-Next for inclusion in the Linux 5.1 kernel cycle when it kicks off around the start of March. With it just being over one week since the Linux 5.0 merge window ended and with this branch having just been setup the other day, there are just over 100 changes so far in this proving grounds for Linux 5.1 AMDGPU though nothing really dramatic.