Machine learning (ML) applications don't have to be the province of hard-to-find data scientists working on esoteric, custom applications. SaaS-delivered ML applications can hide the data science behind traditional and well-understood GUI’s and API’s. Of six core tasks to manage a machine learning application, enterprises need to focus on three one-time tasks to bootstrap the application.
Plastic infrastructure scales, but also supports strategies for rapidly extending digital capabilities.
Wikibon's predictions for 2017 touch upon many themes, but all center on the idea that business needs to get more work out of data. Based on extensive collaboration with our community, we offer 10 predictions.
Wikibon confirms our previous conclusions that Edge computing will be a vital component of IoT, and the cost benefits and business benefits of using a Hybrid IoT Model will increase in time for most IoT environments. This research looks at some classes of IoT where that there will be greater use of centralized cloud, but still concludes that for almost all IoT cases some Edge pre-processing and data reduction will reduce the overall cost of IoT. In most IoT cases, moving the processing to the data will result in significantly greater function and lower costs, with the requirement for more complex distributed database, time-series database, software.
Enterprise executives with responsibility for implementing a long-term strategy for IoT should ensure that the architecture they adopt is a full IoT hybrid cloud solution, capable of managing, storing, processing, protecting and deleting 95% of data at the Edge today, and about 99% of data at the Edge by the end of the strategic project.
In a much anticipated announcement, VMware and AWS announced a partnership that will give VMware users another path to the cloud and shakes up the power structure of the cloud space. Caveat: Lots of details to be worked out.
Architecting data centers to satisfy the growing demand for high performance is challenging – primarily because the existing technology is running out of gas. This will require IT professionals to adopt new approaches for solving these demanding requirements.
New approaches to advancing overall system performance must be studied and applied whenever possible. Server SAN, which moves storage closer to processors without giving up shared data access, is one advance. Deploying flash-based storage devices is another, especially in situations that demand either predictable database performance or large numbers of live copies. Finally, new technologies for increasing I/O parallelism such as DataCore's Parallel IO can amplify the benefits of Server SAN and flash storage.
Industrial IoT, the largest segment of the Internet of things (IoT) with the highest potential value, will require a deep integration between modern IT (Information Technology) and OT (Operations Technology). Modern IT technologies, to be truly extensible to OT, will need a hybrid cloud approach, with by far the majority of data and processing residing at the so-called "Edge". Architectures and software written by industrialists for industrialists, such as GE Predix, are showing how that can work.
In the big data domain, businesses are trying to solve complex problems with complex and novel technology -- and often failing. Simplifying the packaging of big data technologies will streamline big data pilots and accelerate big data time-to-value. CIOs looking to establish differentiating big data capabilities need to consider Single Managed Entities to help solve the complexity problem.
Oracle M7 technology is meeting or exceeding the announcement performance claims against previous generation. Even taking very conservative assumptions, the business case for migration from T5 to T7 servers is good.
Wikibon concludes that for Oracle software and the servers they run on, the adoption of M7 technology (and T7 server technology) is best practice for these high application and software value workloads.
For enterprise executives trying to achieve aggressive RPO and RTO SLAs , Wikibon believes that batch backup appliances (PBBAs) will give way to real-time, continuous data protection systems that aggressively support very large memory application memory. Practitioners requiring close to RPO zero and aggressive RTO SLAs should plan for an integrated data protection approach that effectively eliminates the concept of storage-led backup and shifts thinking to a application-led virtual point-in-time recovery model. The database and file system vendors will be the predominant suppliers of this technology, and understanding their roadmaps and commitment to support application-led recovery strategies is crucial to both database and data protection technology selection.
While most agree that data is valuable, accepted conventions for valuing data are few. A simple framework for valuing data in use can help digital businesses make better investment decisions.
This document describes the methodology used to develop “The Digital CIO: Communicating to the Board on Cyber Security.” It includes data sources and process used to gather data from senior business technology leaders.
On May 12, 2016 at 12 Noon EDT, several CxOs will gather to discuss how to best communicate to Boards of Directors on the topic of cyber security. Has a failure = fire mentality led organizations to “sandbag” the threat? Is security a shared responsibility across the business or does it fall on the shoulders of a few security gurus? How should CxOs be changing the way they communicate about cyber in the digital age?
Wikibon reviews the strategy, messaging and news from GCP NEXT. Google Cloud Platform held their first user-conference, with Diane Greene outlining the GCP strategy and early customer adoption.
The discussion of breaking the storage silo and creating solutions that are converged and/or distributed has come to a head with seismic shifts including the largest acquisition in history and the thundering growth of cloud.
Dell/EMC has created a Virtustream brand and business unit from the EMC Virtustream acquisition. Success is a key indicator to CIOs of the relevance of Dell/EMC as a strategic IT partner for the enterprise.
The Big Four public clouds are growing rapidly and beginning to distance themselves from the rest of the market. Their growth is enabling new innovation in many application categories. Wikibon looks at how their strategies are evolving and being differentiated to Enterprise IT and Lines of Business.
Flash, Hyperconvergence, OpenStack, Containers and Platforms are some of the hottest infrastructure technologies today. This article looks at the realities of each area to determine what is real and where users should be cautious.
VMworld has grown to be one of the largest and most important technology industry events. Wikibon has attended this event for many years and will have its largest presence this year as part of a double-set of theCUBE. Coverage will examine the broad and diverse ecosystem including storage, cloud, networking and much more.
With the EMC Federation in transition, VMware needs to take a greater leadership role in delivering cloud services. VMware’s ability to lead their customers transitions to Hybrid Cloud requires them to deliver a more robust, more agile vCloud Air platform.
Wikibon Research has forecasted Public Cloud revenues from 2015 through 2026; with the expectations that 33% of all IT spending ($500B) will move to Public Cloud services within the next decade. The impact this will have on IT vendors and IT strategy will be significant as more applications focus on mobile and real-time data analytics.
Cloud Computing, Community Development and Mobile Applications are changing the landscape of modern business. Wikibon welcomes Brian Gracely (@bgracely) as Cloud Computing Analyst/Contributor, delivering a new series of content and research to unlock the new Cloud Native trend.