Companies today are collecting data at an unprecedented rate, but how much of the collected data actually makes an impact on their business? According to ODPi, by 2020, the accumulated volume of Big Data will increase from 4.4 zettabytes to roughly 44 zettabytes or 44 trillion GB.

It’s a tall order for companies to translate this data into ROI, and many businesses still don’t know how to combine Business Intelligence (BI) with Big Data to get insightful business value.

Cupid Chan, CTO of Index Analytics and ODPi lead for the BI & AI Special Interest Group (SIG), tells his clients, “It doesn’t matter how much data you have; unless you can get the insight from it, it is just bits and bytes occupying the storage.”

To help such businesses gain insight into how BI can be addressed by Big Data through multi-structured data and advanced data analytics, ODPi has released a new whitepaper called “BI”g Data – How Business Intelligence and Big Data Work Together.

The latest whitepaper shares best practices for combining BI and Big Data. It also shares real end-user perspectives on how businesses are using Big Data tools, the challenges they face, and where they are looking to enhance their investments.

Read more at The Linux Foundation

Each release, the Fedora Design team works with the community on a set of 16 additional wallpapers. Users can install and use these to supplement the standard wallpaper. The Fedora Design team encourages submissions from the whole community. Contributors then use the Nuancier app to vote on the top 16 to include.

Voting has closed on the extra wallpapers for Fedora 30. Voters chose from among 56 submissions. A total of 128 Fedora contributors voted, choosing the following 16 backgrounds to include in Fedora 30:

(Editors’ note: Thank you to Sirko Kemter, who authored this article and conducted the voting process.)

Angelos

In my previous blog post I talked about how to migrate data from existing on-prem SQL Server instances to Azure SQL Database. If you haven’t heard SQL Server 2008 end of support is coming this summer, so it’s a good time to evaluate moving to an Azure SQL Database.

If you decide to try Azure, chances are you will not be able to immediately move 100% of your on-prem databases and relevant applications in one go. You’ll probably come up with a migration plan that spans weeks, months or even years. During the migration phase you will be spinning up new instances of Azure SQL Database and turning off on-prem SQL Server instances, but for a little bit of time there will be overlap.

To help manage the cost during such transitions we offer the Azure Hybrid Benefit. You can convert 1 core of SQL Enterprise edition to get up to 4 vCores of Azure SQL Database at a reduced rate. For example, if you have 4 core licenses of SQL Enterprise edition, you can receive up to 16 vCores of Azure SQL Database.

If you want to learn more check out the Azure Hybrid Benefit FAQ and don’t forget, if you have any questions around migrating your .NET applications to Azure you can always ask for free assistance. If you have any questions about this post just leave us a comment below.

In my day job at LinuxGizmos, I’ve been neck deep recently in embedded Linux hardware news from the Embedded World show in Nuremberg. There are plenty of new SBCs and compute modules — many based on NXP’s newly shipping i.MX8M Mini — as well as a new Qualcomm Robotics RB3 Platform, more IoT gateways, and Linux-ready chips like ST’s STM32MP1 and Octavo SiP version of the SoC.

Yet, Embedded World has produced some embedded Linux software news, as well. Here we take a brief look at some highlights, including Google open sourcing its Cloud IoT Device SDK, the Linux Foundation launching an ELISA project for open source safety-critical systems, and a new long-term kernel from the Civil Infrastructure Platform project.

In other news, Siemens has spun a Debian-based binary version of Mentor Embedded Linux (MEL), and AMD and Advantech are collaborating with Mentor to develop a machine-learning savvy implementation of MEL. Finally, Wind River announced a “Helix Platform” that combines Wind River Linux and VxWorks, and MontaVista has launched MontaVista Carrier Grade eXpress 2.6.

Google releases open source Device SDK

Google has released a Cloud IoT Device SDK under open source license designed to connect microcontroller devices and IoT-oriented Linux gizmos to its Google Cloud IoT platform. The SDK can be considered a lower-end, MCU endpoint-oriented counterpart to its Linux-focused Cloud IoT Edge stack for IoT gateways that integrate Google’s AI-accelerating Cloud TPU chips.

The Cloud IoT Device SDK comprises client libraries written in Embedded C to “enable developers to securely connect, provision, and manage devices with Cloud IoT Core,” says Google. Target devices range from handhelds to low-end smart home devices. OS support includes Zephyr, Mbed OS, FreeRTOS, and POSIX-compliant platforms like Linux. Early partners include Arm, Cypress, Nordic, Espressif, Microchip, and NXP.

The open source release presents an alternative strategy to Google’s proprietary, higher-end Android Things IoT platform. Google recently announced that Android Things would be limited to OEM partners developing smart speakers and displays with Google Assistant.

Linux Foundation launches ELISA safety-critical project

The Linux Foundation, which this week welcomed 34 new members including HP, also announced a project called Enabling Linux in Safety Applications (ELISA) to develop open source tools and processes that help companies build and certify Linux-based safety-critical applications and systems. Targeted applications include robotics, medical, smart factories, transportation, and autonomous cars.

ELISA is building on work done by the SIL2LinuxMP project from the Open Source Automation Development Lab (OSADL), as well as the Linux Foundation’s Real-Time Linux project. Founding ELISA members include Arm, BMW Car IT GmbH, Linutronix, and Toyota, which is a leading member of the LF’s Automotive Grade Linux project. The roster also includes new LF member and robotics manufacturer KUKA.

ELISA project goals include working with certification authorities and standardization bodies “to establish how Linux can be used as a component in safety-critical systems.” The project will develop safety-related reference documentation and use cases, educate and collaborate with the open source community, provide members with incident and hazard monitoring of critical components, and encourage best practices.

CIP releases first SLTS kernel

ELISA is related to the LF’s Civil Infrastructure Platform (CIP) project, which this week announced the release of its promised Super Long Term Support (SLTS) Linux Kernel with 64-bit Arm support. The key enhancement of the SLTS kernel is its unprecedented 10-year plus support. The kernel is also designed for the higher safety, security, and reliability requirements of large infrastructure and industrial applications.

The CIP project also announced two new working groups. The first is a Software Update Working Group led by Toshiba. The second is a Security Working Group led by Renesas, whose new RZ-G2 SoCs are the first to support the SLTS.

Mentor Embedded Linux goes binary

Like Wind River Linux and MontaVista, Mentor Graphics’ Mentor Embedded Linux (MEL) has been one of the leading commercial embedded Linux distros. It is also similarly based on Yocto Project code. Now, almost two years after Siemens acquired Mentor, Siemens PLM Software has announced a new version of MEL that ditches the Yocto foundation for Debian. The distro, which melds MEL with an inhouse Debian stack designed for Siemens automation equipment, is available as an “enterprise-class” binary.

Because it can load as a simple binary, the new Siemens enterprise version of MEL is easier to install and use than the Yocto-based version, claims Siemens. (The Yocto version will continue to be available.)

Siemens partner Xilinx is also sold on the binary approach: “By combining the capabilities of an embedded Linux distribution with those from the Debian binary desktop Linux distribution, today’s developers — many of whom have honed their skills in the Linux desktop development — can easily extend those same skills into fully featured embedded systems,” stated Simon George, director of system software and SoC Solution Marketing, Xilinx.

The new Linux solution provides a stable kernel, a robust toolchain, broad community support, secure field updates, and application isolation, says Siemens. It offers up-to-date cloud support and familiar MEL features such as Sourcery Analyzer tools. Improved multi-core support enables heterogeneous systems that also run Mentor’s Nucleus RTOS.

AMD and Advantech collaborate on ML-focused MEL version

In other MEL news, AMD, Advantech, and Mentor announced a customized version of MEL that runs on Advantech’s SOM-5871 compute module based on AMD’s Ryzen Embedded V1000 SoC. The solution will “make it easier for customers to implement machine vision applications within their IoT or edge compute ecosystem, helping to improve efficiency and accuracy of machine vision solutions,” says AMD. The chipmaker hints that the platform will align with the LF’s EdgeX Foundry project for edge computing.

Wind River goes cross-platform with Helix Platform

Wind River, which is no longer owned by Intel, has unveiled a Wind River Helix Virtualization Platform, an umbrella framework that integrates both Wind River Linux and the company’s VxWorks RTOS. The Helix Platform provides an integrated edge compute platform for applications ranging from industrial infrastructure to autonomous driving.

Helix Platform uses Wind River Hypervisor to enable time and space partitioning that leverages RTOS and virtualization technology, safety functionality, and COTS certification. Linux, VxWorks, and even third-party OSes such as Windows and Android can coexist together on multi-processor and multi-core systems, all orchestrated by the common Helix Cloud platform.

MontaVista unveils CGX 2.6

Finally, MontaVista has announced version 2.6 of its MontaVista Carrier Grade eXpress (CGX), the 12th generation of its Carrier Grade Linux certified distribution. Like Wind River Linux and the original MEL, CGX is a commercial embedded distro based on Yocto Project code and aimed at industrial and networking customers.

Due for release in mid-2019 with BSPs for x86 and ARMv8, MontaVista CGX 2.6 is based on Yocto 2.6, Linux kernel 4.19, and GCC 8.2 toolchain. Highlights include improved security features such as OpenSSL FIPS, OPTEE/Trustzone, Secure Boot, and SWUpdate.

CGX 2.6 provides protocol support for BLE, 4G/LTE, Zigbee, LoRA, CANbus, Modbus, and Profibus. Cloud support has been updated with APIs for the latest Amazon AWS IoT, Microsoft Azure IoT, Google Cloud IoT, and ARM mBed Client. Naturally, Kubernetes is also supported.

MontaVista was instrumental in the early development of embedded Linux, was owned by networking chip maker Cavium for several years before being spun back out as an independent company when Marvell acquired Cavium. Like its old rival Wind River, MontaVista is once again unhitched and ready for action.

After years of inactivity, the Wonder Boy franchise is enjoying something of a resurgence thanks to the release of Wonder Boy: The Dragon’s Trap and Monster Boy, the latter being a kind of spiritual sequel. However, it’s not the only Wonder Boy-themed release we’ve seen in recent years; the PC and PS4-based Wonder Boy Returns hit the market in 2016.

Now, thanks to a listing on the Korean Game Ratings and Administration Committee, we can be pretty sure that the game will be making the leap over to Switch in the near future.

As the title suggests, this is a remake of the original game with improved visuals, but it was met with a rather lukewarm reception at launch due to the iffy controls, lacklustre animation and general lack of polish.

The ‘Remix’ at the end of the title would suggest that Switch owners might benefit from some additional content, but what shape that might take is anyone’s guess.

JDK Mission Control (JMC) is now available as a module in Fedora 29. JDK Mission Control is a powerful profiling application for HotSpot JVMs. It has an advanced set of tools that enables efficient and detailed analysis of the extensive data collected by JDK Flight Recorder (JFR). JMC requires JDK 8 or later.

JFR is part of the JVM, and is available in OpenJDK 11 or Oracle JDK 7u4 or later. Therefore, to generate a flight recording to be loaded into JMC for analysis, the target application needs to run on OpenJDK 11 or OracleJDK 7u4 or later.

This article is a guide to install and run JMC on Fedora 29 Workstation. Then you’ll learn how to use it to solve a common problem with Java programs called hot methods.

Installing JMC on Fedora 29

Using Java 11 will allow JMC to record JFR data for itself. Install Java 11 via:

$ sudo dnf install java-11-openjdk

Enable and install the JMC module with the default profile via:

$ sudo dnf module install jmc:latest/default

Run JMC targeting the Java 11 JRE via:

$ jmc -vm /usr/lib/jvm/jre-11/bin

Using JMC and JFR to explore hot methods

JDK Mission Control can be used to deeply analyze Java applications. In this example, we will take a look at hot methods. Hot methods are methods where a high proportion of time is spent during execution. These are good places to start investigating when trying to reduce overall execution time.

To demonstrate, here is a portion of code for a Java application.

In practice, there are multiple methods of analyzing Java applications in JDK Mission Control. As an example, you can run the application with Flight Recording enabled and set to dump on JVM exit. This generates a Flight Recording (.jfr) file when the application exits, which can be opened by JDK Mission Control. Note that Flight Recorder is available in OpenJDK 11+ and OracleJDK 7u4+.

For example, for OpenJDK 11+ use this command to run the class with Flight Recorder:

$ java -XX:+FlightRecorder -XX:StartFlightRecording=dumponexit=true,filename=initiator.jfr Initiator

After the application has completed execution, open the resulting Flight Recording with JMC. Below is the automated analysis results.

The automated Method Profiling analysis already indicates a potential optimization area in the calls to Integer.equals(Object). Going to the Method Profiling tab, select that method and check the Stack Trace for it as shown below.

In this Stack Trace, you can follow the calls to the method Initiator.countIntersection(Initiator). Checking the Initiator class, shown below, note that counting intersections between two Integer collections would be better done using HashSet collections instead of LinkedLists collections.

After making this change, you can see the execution improve in the follow-up Flight Recording.

JDK Mission Control and JDK Flight Recorder gives you a highly detailed view of your Java application behavior. You can use it to diagnose issues with hot methods, deadlocks, lock contention, memory leaks and more. Try it out via the JMC module in Fedora 29!

As the head of Microsoft Philanthropies and the first female attorney hired at Microsoft, I’ve experienced firsthand the amazing potential for change when girls and women are empowered to create and innovate.

Take Aishwarya Manoharan, a student of computer science and informatics at the University of Washington. When Aishwarya was growing up, she didn’t know exactly what she wanted to do, but she was fairly certain her future wouldn’t revolve around computers. It’s no wonder: She thought that working with computers was for men, and computer science meant sitting in front of a laptop typing code by yourself – not exactly an appealing prospect for this outgoing young woman, who also plays tennis and loves to bake.

But when Aishwarya took the Microsoft TEALS AP Computer Science class her junior year of high school, she realized her image of programming was wrong when she saw other girls getting excited about computer science. That was when Aishwarya met her volunteer teachers, including Arti Gupta, a software development engineer at Microsoft, who became Aishwarya’s mentor. The confidence Aishwarya gained from TEALS (Technology Education and Literacy in Schools), and especially Arti’s support, has helped Aishwarya when she feels like she doesn’t belong in her university classes that are overwhelmingly male and Caucasian. She says, “Remembering Ms. Gupta’s belief in me reminds me that I’m in the right place.”

Computing and technology hold the promise of opportunity for so many girls. And, while progress has been made to get more girls introduced, supported and successful in computer science from kindergarten to career, we still have work to do. The path to a computing-related career needs to be inclusive and provide the right support at the right times, so that girls and women feel encouraged and welcomed. Collectively, our companies, products and innovations will suffer without the perspective that girls and women bring – technologies will inevitably emerge with unintentional bias and limited insight into the diversity of people who will use and depend on them.

Today, girls and students of color represent 65 percent of the entire U.S. population, yet only 28 percent of high school students who take the AP Computer Science exam are girls, and only 22 percent are students of color. The reasons girls lose interest in STEM (science, technology, engineering and math) and computer science are many: from a lack of role models and support, to a general misperception of what STEM careers look like in the real world, and how these skills can help unlock their wildest ambitions. Without more female influence in STEM fields, we risk having hundreds of thousands of jobs left unfilled, not to mention half of our talent left untapped.

This is why it is urgent that computer science education be more inclusive. We need to show girls, and all students from diverse backgrounds, that they, too, can embrace the art and creativity of computers and be the builders, inventors, problem-solvers and computer scientists solving tomorrow’s challenges. This requires us all to take action:

• Make computer science count. This policy is the single biggest way to help computer science reach more girls. Since 2013, when Microsoft began its work with Code.org’s Advocacy Coalition, the number of U.S. states that have made computer science count toward required credits in math or science for high school graduation has grown from nine to 45. Montana became the latest state this week.
• Provide access to female role models with diverse backgrounds. Many female Microsoft employees volunteer for our DigiGirlz program, designed to introduce girls to the career opportunities available in technology fields. To date, we have offered more than 54,000 girls the opportunity to explore and become active thinkers, creators and doers in STEM.
• Focus on access and inclusion. We do this by partnering with local nonprofits to bring culturally relevant approaches to computer science to local communities. In the U.S., more than 1,400 tech professionals volunteer with TEALS in schools, serving 16,000 students, 33 percent of whom are young women. Abroad, groups like Shared Path in Australia brings tailored digital skills training to indigenous Australians, and Laboratoria in Latin America, a female-led organization which has trained over 1,000 young women to become web developers and designers by mimicking actual work scenarios.

Today on International Women’s Day, join us by taking action and help inspire the next generation of girls to stay in STEM and #MakeWhatsNext:

• By taking these steps and joining in collective action, we can create a more inclusive computer science pipeline for women, provider greater access to economic opportunities for people of all backgrounds, and drive more innovation, starting today.

Tags: computer science, International Women’s Day, STEM, TEALS

If you are in the process of moving an existing .NET application to Azure, it’s likely you’ll have to migrate an existing, on-prem SQL database as well. There are a few different ways you can go about this, so let’s go through them.

Data Migration Assistant (downtime required)

The Data Migration Assistant (download | documentation) is free, easy to use, slick and extremely powerful! It can:

• Evaluate if your database is ready to migrate and produce a readiness report (command line support included)
• Provide recommendations for how to remediate migration blocking issues
• Recommend the minimum Azure SQL Database SKU based on performance counter data of your existing database
• Perform the actual migration of schema, data and objects (server roles, logins, etc.)

After a successful migration, applications will be able to connect to the target SQL server databases seamlessly. There are currently a couple of limitations, but the majority of databases shouldn’t be impacted. If this sounds interesting, check out the full tutorials on how to migrate to Azure SQL DB and how to migrate to Azure SQL DB Managed Instance.

Azure Data Migration Service (no downtime required)

The Azure Data Migration Service allows you to move your on-prem database to Azure without taking it offline during the migration. Applications can keep on running while the migration is taking place. Once the database in Azure is ready you can switch your applications over immediately.

If this sounds interesting, check out the full tutorials on how to migrate to Azure SQL DB and how to migrate to Azure SQL DB Managed Instance without downtime.

SQL Server Management Studio (downtime required)

You are probably already familiar with SQL Server Management Studio (download | documentation), but if you are not it’s basically an IDE for SQL Server built on top of the Visual Studio shell and it’s free! Unlike the Data Migration Assistant, it cannot produce readiness reports nor can it suggest remediating actions, but it can perform the actual migration two different ways.

The first way is by selecting the command “Deploy Database to Microsoft Azure SQL Database…” which will bring up the migration wizard to take you through the process step by step:

The second way is by exporting the existing, on-prem database as a .bacpac file (docs to help with that) and then importing the .backpac file into Azure:

Resolving database migration compatibility issues

There are a wide variety of compatibility issues that you might encounter, depending both on the version of SQL Server in the source database and the complexity of the database you are migrating. Use the following resources, in addition to a targeted Internet search using your search engine of choices:

In addition to searching the Internet and using these resources, use the MSDN SQL Server community forums or StackOverflow. If you have any questions or problems just leave us a comment below.

Feels like its been a decent week, overall – we reviewed Gem Rush, Knights of the Card Table and Wars Across the World next week, also excellent additions to their respective genres. Content wise we’re a bit a of a crossroads as, apart from just making sure we review things and certain things like our Guides stuff, we’re unsure what else would be of use to the mobile audience.

Mobile gaming in general is changing, and it’s important we try and adapt with it  – what form that takes though, is something we’re looking to experiment with – if you have any thoughts or suggestions, do let us know.

Meanwhile, in mobile gaming…

Out Now

Castles of Burgundy (iOS & Android) – Full Review Coming Soon

Ideally, we’d already have a review of this live by now, but unfortunately, we got our code a bit last in the day. No matter – Matt’s on the case, and we’ll bring out our full thoughts as soon as we can. Castles of Burgundy is an iconic Euro-style boardgame where players must compete to develop the best holdings in 15^th Century Europe. It uses a basic dice mechanic, and there are many routes to victory – the winner is the player who gets the most victory points.

The app sports plenty of features we like to see in digital ports: varying AI difficulty for solo, cross-platform multiplayer, asynchronous and hot-seat options a tutorial and plenty of language options. At $8.99 its at the higher end of the price spectrum, up there with Terra Mystica, but DIGIDICED are a known quantity in digital boardgames, so you can be sure it’ll be worth the price.

Card Crusade (iOS & Android) – Full Review Coming soon

After a two-month stint in early access, this rogue-like deck building game is now out in the wild. It lists Slay the Spire and Pixel Dungeon as inspiration and features retro graphics. We didn’t get a chance to test this one out before today’s write-up, but the game features eight different classes, & ten floors to explore. Changes from the early access version include 20 new cards, balancing to the final three floors, a better scoring system and changes to how Altars work. We’ll bring you our full review as soon as we can.

Updates

Shieldwall Chronicle (iOS Universal)

Our review for this is still incoming, but while we wait the game’s already been updated to fix some high priority bugs. Namely, stability & performance issues a number of 2GB and 3GB devices have been settled. Along with our review, we’ll be doing a code giveaway sometime next week, so stay tuned!

Kingdom Rush: Vengeance (iOS & Android) (Review)

Everyone’s favourite controversial Tower-Defense RTS received a free content update the other day. The Subaquatic Menace takes you three new stages, where you must help Vez’nan defeat King Polxy and his subaquatic army. Plenty of new content, including new enemies, a new hero and a new tower.

——

Also, some of you may have noticed that the PC version of Armello received a big ‘2.0’ updated this week. I reached out to the developers regarding whether or not the update would be coming to the mobile version, and here is what they had to say:

“We would like to, though we are genuinely unsure at this time. The mobile version of Armello is an interesting beast and is very different to develop for. Crunching Armello down into those little devices is a feat that we don’t know that we can undertake for v2.0, and some of the core features, such as many of the menu overhauls, wouldn’t translate seamlessly.

We’re going to evaluate our options and let you know when we can.”

Sales

Reigns: Game of Thrones (Review) (iOS & Android): $2.99 on iOS

The undisputed best version of Reigns is on sales again, so if you’ve yet to pick it up now might be a good time. Fair warning though – it was cheaper over Christmas, so might be worth waiting for a bigger sales event.

Beholder (Review) (iOS & Android): $2.99

Dark and characterful narrative game Beholder is half price, if you fancy challenging yourself with some really horrible moral decisions.

Out There: Omega Edition (Review) (iOS & Android)

One of our favourite games of yesteryear – 2014’s Out There, is now selling its ‘Omega’ edition for just a dollar. This is an excellent strategy/rpg game from Mi-Clos, and one every mobile gamer should experience.

Seen anything else you like? Played any of the above? Let us know in the comments!