Machine learning provides predictive models which a business can apply in countless ways to better understand its customers and operations. Since machine learning was first developed with flat, tabular data in mind, it is still not widely understood: when does it make sense to use graph databases and machine learning in combination? This talk tackles the question from two ends: classifying predictive analytics methods and assessing graph database attributes. It also examines the ongoing lifecycle for machine learning in production. From this analysis it builds a framework for seeing where machine learning on a graph can be advantageous.’

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The vast majority of businesses now use cloud services, yet many still struggle with realizing the full potential of their IT investments. In particular, small and medium-sized businesses (SMBs) lack the internal IT staff and expertise to fully move to and manage workloads in public cloud environments. Speaker Todd Schwartz will help session attendees better navigate the complex cloud market and maximize their technical investments. The SkyKick co-founder and co-CEO will share the biggest challenges uncovered by the company’s [2017 survey](https://offers.skykick.com/top-cloud-challenges) of North American business, sales and IT leaders.

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Cell networks have the advantage of long-range communications, reaching an estimated 90% of the world. But cell networks such as 2G, 3G and LTE consume lots of power and were designed for connecting people. They are not optimized for low- or battery-powered devices or for IoT applications with infrequently transmitted data. Cell IoT modules that support narrow-band IoT and 4G cell networks will enable cell connectivity, device management, and app enablement for low-power wide-area network IoT. By using cell IoT modules, telecom service providers, mobile network operators can more quickly and easily develop and deploy IoT that use cell communications.

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They say multi-cloud is coming, but organizations are leveraging multiple clouds already. According to a study by 451 Research, only 21% of organizations were using a single cloud. If you’ve found yourself unprepared for the barrage of cloud services introduced in your organization, you will need to change your approach to engaging with the business and engaging with vendors. Look at technologies that are on the way and work with the internal players involved to have a plan in place when the inevitable happens and the business begins to look at how these things can help affect your bottom line.

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The hierarchical architecture that distributes “compute” within the network specially at the edge can enable new services by harnessing emerging technologies. But Edge-Compute comes at increased cost that needs to be managed and potentially augmented by creative architecture solutions as there will always a catching-up with the capacity demands. Processing power in smartphones has enhanced YoY and there is increasingly spare compute capacity that can be potentially pooled. Uber has successfully been able to harness the excess capacity of privately owned vehicles and turned into a meaningful business. This concept can be step-functioned to harnessing the spare compute capacity of smartphones that can be orchestrated by MEC to provide cloud service at the edge.

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With more than 30 Kubernetes solutions in the marketplace, it’s tempting to think Kubernetes and the vendor ecosystem has solved the problem of operationalizing containers at scale or of automatically managing the elasticity of the underlying infrastructure that these solutions need to be truly scalable. Far from it. There are at least six major pain points that companies experience when they try to deploy and run Kubernetes in their complex environments. In this presentation, the speaker will detail these pain points and explain how cloud can address them.

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DXWorldEXPO LLC announced today that Ed Featherston has been named the “Tech Chair” of “FinTechEXPO – New York Blockchain Event” of CloudEXPO’s 10-Year Anniversary Event which will take place on November 12-13, 2018 in New York City. CloudEXPO | DXWorldEXPO New York will present keynotes, general sessions, and more than 20 blockchain sessions by leading FinTech experts.

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When building large, cloud-based applications that operate at a high scale, it’s important to maintain a high availability and resilience to failures. In order to do that, you must be tolerant of failures, even in light of failures in other areas of your application. “Fly two mistakes high” is an old adage in the radio control airplane hobby. It means, fly high enough so that if you make a mistake, you can continue flying with room to still make mistakes.

In his session at 18th Cloud Expo, Lee Atchison, Principal Cloud Architect and Advocate at New Relic, discussed how this same philosophy can be applied to highly scaled applications, and can dramatically increase your resilience to failure.

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A traditional way of software development efforts reimbursing is pay by the hour, which in case of remote programmers means $20-50 per hour, depening on the territory and the complexity of tech stack. However, what is the real amount of work programmers are delivering for that money? How many features and bug fixes they are usually capable of closing in a single working hour? Those metrics are rarely being calculated. In the presentation I will demonstrate the numbers obtained from over 30 projects completely in the last four years, all remotely. The numbers will show that the real amount of money we spend on coding is much higher than we expect.

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The next BriefingsDirect hybrid IT management success story examines how the nonprofit research institute HudsonAlpha improves how it harnesses and leverages a spectrum of IT deployment environments. We’ll now learn how HudsonAlpha has been testing a new Hewlett Packard Enterprise (HPE) solution, OneSphere, to gain a common and simplified management interface to rule them all. Here to help explore the benefits of improved levels of multi-cloud visibility and process automation is Katreena Mullican, Senior Architect and Cloud Whisperer at HudsonAlpha Institute for Biotechnology in Huntsville, Alabama. The discussion is moderated by Dana Gardner, principal analyst at Interarbor Solutions.

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