Connecting to the cloud was big in 2016 for IBM middleware users and continues to be in 2017 as more environments move to the cloud. Learn which Connect series articles our readers and editor chose as their favorites from the developerWorks library.

IBM i2 Analyze is an extensible, scalable, and service-oriented analytical environment that is designed to provide organizations with access to intelligence when and where they need it, so they can make faster and more informed decisions.

This article explains how to use IBM Db2 for i within a Node-RED flow to rapidly build a solution or prototype on IBM i. In the example illustrated in this article, we build a social media dashboard using 5733OPS Node.js, a Db2 for i node with IBM Watson, dashboard, and Twitter nodes.

Your article abstract goes here. Put the main points and key phrases at the beginning of the abstract, because it will be truncated in search results. Make your abstract enticing yet succinct. Aim for three to five sentences that express why the reader would care about the content (motive) and what he or she can gain from reading the content (benefits).

Learn how Guardium database monitoring is extended with enhanced security intelligenceknown as outlier detectionto detect potential threats based on relative changes in behavior. Use cases, configuration guidance, and operational considerations are covered.

Your article abstract goes here. Put the main points and key phrases at the beginning of the abstract, because it will be truncated in search results. Make your abstract enticing yet succinct. Aim for three to five sentences that express why the reader would care about the content (motive) and what he or she can gain from reading the content (benefits).

Your article abstract goes here. Put the main points and key phrases at the beginning of the abstract, because it will be truncated in search results. Make your abstract enticing yet succinct. Aim for three to five sentences that express why the reader would care about the content (motive) and what he or she can gain from reading the content (benefits).

In this second installment of a two-part tutorial on how to combine Weather Data and Business Rules IBM Cloud services to automate operational business decisions based on weather conditions, you will take a closer look at the decision operation created in Part 1, learn how to create simple business rules that use weather data and a rule flow that includes these rules, and deploy the decision operation to IBM Cloud. A Node-RED flow will orchestrate a call to the weather data, the Business Rules service, and take action based on the outcome executing business rules.

Discover common problems associated with cleansing data for validation and processing, with solutions for dealing with them. You'll also find a custom tool to make the process of cleansing data and merging data sets for analysis.

This article compiles all of the previous top tutorials lists.

The most popular articles for 2017 on the Internet of Things are highlighted in this article for your convenience.

Learn about VQ and ART algorithms. VQ quickly and efficiently clusters a data set; ART adapts the number of clusters based on the data set.

Learn how to deploy an Apache Cassandra NoSQL database on a Kubernetes cluster that spans multiple data centers across many regions. The benefits of such a setup are automatic live backups to protect the cluster from node- and site-level disasters, and location-aware access to Cassandra nodes for better performance.

Docker and Kubernetes are the building blocks of the next generation of DevOps. In this tutorial, you'll see how to build Docker images, run them locally, and then push those images to your IBM Cloud account so you can deploy them to a Kubernetes cluster running in the IBM Cloud.

Data is meaningless if you can't process it to gain insights. The field of data science gives you the tools and methods you need to process data sets effectively and so get the most from the data you collect. In this tutorial, you will Get the basics of machine learning, including data engineering, model learning, and operations.

Check out deployment automation on IBM App Connect (formerly known as WebSphere Cast Iron) by using IBM App Connect Management APIs, the SoapUI client, and Jenkins.

The oldest known way to process data in Python is building up data in lists, dictionaries and other such data structures. Though such techniques work well in many cases, they cause major problems when dealing with large quantities of data. It's easy to find that your code is running painfully slowly or running out of memory. Generators and iterators help address this problem. These techniques have been around in Python for a while but are not well understood. Used properly, they can bring big data tasks down to size so that they don't require a huge hardware investment to complete.

Python's motto has always been "Batteries included," to highlight its extensive standard library. There are many well-kept secrets among the standard modules, including itertools, which is less well known in part because iterators and generators are less well known. This is a shame because the routines in itertools and related modules such as functools and operators can save developers many hours in developing big data operators. Learn by copious examples how to use itertools to address the most common MapReduce-style data science tasks.

With the release of IBM Bluemix Local System and PureApplication System firmware V2.2.3, you can create automatically configured hosted VMware environments for more flexibility on how you run and manage your workloads. This tutorial series provides a step-by-step guide for users of the Bluemix Local System W1500, W2500, W3500, and W3550 models to work with these advanced capabilities. In Part 2, you install and configure a PureApplication Software workload environment.

With the release of IBM Bluemix Local System and PureApplication System firmware V2.2.3, you can create automatically configured hosted VMware environments for more flexibility on how you run and manage your workloads. This series of articles provides a step-by-step guide for users of the W1500, W2500, W3500, and W3550 models to work with these advanced capabilities. In Part 1, you get started with creating and deploying hosted VMware environments in Bluemix Local System. Specifically, you learn how to allocate resources, configure external access to VMware components, and configure and deploy virtual machines in VMware.

With the release of IBM PureApplication Platform and PureApplication System firmware V2.2.3, you can create automatically configured hosted VMware environments for more flexibility on how you run and manage your workloads. This series of articles provides a step-by-step guide for users of the PureApplication Platform W1500, W2500, W3500, and W3550 models to work with these advanced capabilities. In Part 3, you set up disaster recovery and learn how to perform three different disaster recovery procedures.

Magician Roy Horn, who was one half of the German duo "Siegfried & Roy," has died after contracting Covid-19, his spokesman says.

A solid growth in mineral exports in March after Chinese factories reopened following the coronavirus shutdown has driven Australia's trade surplus to a record $10.6 billion, in seasonally adjusted terms.

QBE's chief executive says the eventual recovery from COVID-19 will hasten the trend of digital disruption that was underway before the pandemic began.

Hoping your boss quits to play golf and you get their job? Not going to happen. Promotions at work will be few and far between for millennials as older workers refuse to vacate their positions, gumming up the job market.

Nationals leader John Barilaro could have had a clear run in Eden-Monaro, with senior Liberals working on a deal to not put up a candidate in exchange for an unopposed run elsewhere.

Cheaper beer and the return of the long lunch is on the menu as the hospitality sector tries to revive restaurants, pubs and cafes on the other side of the coronavirus pandemic.

When Americans were yesterday learning of the country’s worst employment numbers since the Great Depression, the reaction of their president was a window into how he is setting up to fight the general election.

A polar vortex brought rare winter weather conditions to the Northeast of the US on May 9, with freezing temperatures and snow reported across parts of New England, including Vermont. Up to 9 inches of snow was recorded in parts of Vermont with freeze or frost advisories reported in 20 states across the Midwest and Northeast. Video filmed by Mitch @VermonsterWx shows several inches of “light and fluffy” snow accumulation near Readsboro, Vermont. Credit: Mitch @VermonsterWx via Storyful

Restaurants and cafes are closed to sit-down customers so food services across the Sydney are getting creative, offering you an easier way to do-it-yourself from the comfort of your own home.

Prince Harry and Meghan Markle’s new digs sit on a nine-hectare piece of prime real estate in Beverly Hills, where the couple and their one-year-old son Archie can play endless games of hide-and-seek in the eight-bedroom, 12-bathroom mansion.

Musicians may be doing it tough with zero income from gigs any time soon but those big-hearted legends are rising to the occasion with a bunch of new tunes to benefit those needing a hand during the pandemic.

Erin Molan has put to rest her rumoured feud with rugby league great Andrew Johns.

Home And Away’s new hottie Ethan Browne had to get over his own preconceived ideas of what he thought an actor was to follow his dream path.

Wes Borg and Maddy Kelly strike a chord with their North Vancouver audience over playing in a band. Then, Sean Lecomber and DeAnne Smith fit the billing for their debate on Canada’s health care system.

Predicting this year's biggest Oscar villains, a Métis comedian addresses Lynn Beyak, how China built two hospitals in two weeks in Wuhan, a profile of the woman defending Harvey Weinstein in court, Nigeria's burgeoning tech sector, the guy who created Comic Sans and more.

Why the Wet'suwet'en protests are about more than pipelines, how climate change could make viral outbreaks more common, the worst Sonic the Hedgehog games, why professional pianists fear moving their pianos, the fan who tracked every pitch in the Astros' sign-stealing scandal, a lawsuit alleges vaping giant Juul targeted kids, how Saudi Arabia is using the art world to project openness and more.

What the Oka crisis reveals about this week's pipeline standoff, COVID-19 sparks fears of a hockey stick shortage, Bernie Sanders impersonator James Adomian, charting U.S. Attorney General William Barr's next move, why pop music works, revisiting the death of Malcolm X and more.

Unpacking the political significance of Teck's Frontier Mine, why lack of supports might push people with disabilities towards medical assistance in dying, concern for refugees as COVID-19 spreads, the weird and wonderful moments of Major League Soccer in the 1990s, WIlson Cruz on playing Rickie Vasquez on My So-Called Life, the story of the first drag queen and more.

Canadian nursing homes look to Washington State for lessons about COVID-19, public health vs. surveillance in China's battle against the coronavirus, the Jewish-Palestinian lesbian couple who mine their relationship for comedy gold, the Japanese government's plan to repopulate Fukushima, Dr. Seuss' complicated history as a political cartoonist and more.

How COVID-19 is affecting young people's futures, a campaign to 3D-print medical gear, why It's The End of The World As We Know it is charting again, Choir!Choir!Choir! takes its singalongs online, Purell's origin story, Becky Toyne reviews Emily St. John Mandel's The Glass Hotel and more.

A doctor at Pinecrest Nursing Home describes the devastation of COVID-19, Michael Ignatieff on Hungary's slide into autocracy, weighing Alberta's decision to invest in Keystone XL, pro wrestling goes audience-free, why Tiger King went viral and more.

COVID-19 survivor David Lat, American band Thursday turns merch into face masks, how hydroxychloroquine shortages hurt people with lupus, turning shipping containers into portable intensive care units, a run on puzzles amidst the pandemic, how advertisers are adapting to the coronavirus and more.

Activist who said nursing homes were dangerous says COVID-19 proves them right; the pandemic upends the fashion industry; Marc Maron on politics, self-doubt and his new comedy special; Sarah Kurchak on her new memoir about living with autism; John Hodgman and Elliott Kalan on their I, Claudius-inspired podcast and more.

Grieving amidst a pandemic in Nova Scotia, a survivor of L'Ecole Polytechnique reflects on trauma and healing, The Last Dance lionizes Michael Jordan's last championship run, Becky Toyne's isloation reading list, Denmark's national museum documents daily life during a pandemic, Never Rarely Sometimes Always director Eliza Hittman and more.

How businesses are dealing with the prospect of reopening, the best and worst Zoom backdrops from Parliament's first virtual sitting, why everyone is dreaming about the pandemic, a real-life Jedi master, re-thinking cities after COVID-19, the limits to health-care workers' obligation to care and more.

Wastewater as an early warning system for COVID-19 outbreaks, how a statistician conquered Roll Up The Rim, the Canadian-born former Green Beret behind a failed plot in Venezuela, Nintendo's Animal Crossing brings calm to self-isolation, how zookeepers are coping with the pandemic, the return of Fraggle Rock and more.

Should we preserver the noise of a fax machine? Does your DNA affect your music tastes? And what tunes make the tastiest Emmental?

How we interact with virtual assistants, the rise of digisexuality, and Booker-Prize-winning author Ian McEwan on his new book, Machines Like Me.

As waitlists for care facilities grow longer and more people with dementia are choosing to live within their own communities, urban planning and design will play an increasingly important role in helping them live safe, comfortable and independent lives.