The recent COVID-19 outbreak is stressing healthcare systems worldwide. Most countries are looking to “flatten the curve” of new cases in order to allow the sick to be treated without swamping hospitals.
At times like these when the world has been forced to adapt and go almost entirely digital, it’s imperative that our systems and platforms stay up and operational—all the times. We are going to great lengths to make sure that the hardware and software in our application stacks are reliable and responsive. Hardware is set up to have redundant backups and new code is tested and reviewed to make sure it doesn’t introduce any bugs into the system.
You’ve been thinking all morning. You keep wondering how to choose servers for your company. All right, think the answer will be almost always: What do you need them for? And the choice of servers will depend on the functions that they will fulfill, and these are also likely to be related to the size of your company.
Binary classification aims to separate elements of a given dataset into two groups on the basis of some learned classification rule. It has extensive applications from security analytics, fraud detection, malware identification, and much more. Being a supervised machine learning method, binary classification relies on the presence of labeled training data that can be used as examples from which a model can learn what separates the classes.
“It is not the strongest or the most intelligent who will survive, but those who can best manage change” said Charles Darwin over 150 years ago – and probably every IT Ops engineer out there these days would agree with him. According to Gartner (and probably your experience as well), over 80% of service disruptions these days are caused by changes in infrastructure and software.
10 Reasons for Site Crashes In the classic movie The Sound of Music, the whimsical governess Maria and the Von Trapp children sing about their favorite things — like raindrops and roses and whiskers on kittens. It’s joyful, it’s inspiring, and it’s in perfect harmony backed by a full orchestra. Isn’t Austria lovely? Well, if Maria and co.
By abruptly forcing most people to work from home, and by triggering an economic crisis, the global pandemic has upended business operations. Not only must business leaders facilitate remote work among their employees, but they must also accommodate new ways of interacting with suppliers, partners and customers. Meanwhile, businesses’ digital channels and infrastructure, already critical prior to the crisis, have become even more essential, and yet harder to monitor and manage.
We recently wrote about the reasons why serverless apps fail and explored some ideas to make architectures more resilient and scalable. Some of these architectural designs can become expensive if we don’t consider the financial impacts of architectural decisions. With proper care and consideration to this aspect, it is possible to achieve the same value in terms of scalability and resiliency while keeping costs at a manageable level.
The results of a new report, “How IT Operations Leaders Can Deliver Business Value in an Economic Slowdown,” highlights new tech initiatives and priorities during Covid-19. By all fiscal measures, the U.S. and global economy has taken a bitter downward spiral in the last six weeks. With ever-growing jobless claims and stock market losses, many IT execs are quickly re-shifting all priorities and strategies to cope with great uncertainty over the next 12 months.
