
This article was originally published by convergedigest.com and can be viewed in full here
In 2016, technical innovation, combined with evolutionary trends, will bring rapid organizational changes and new competitive advantages to enterprises capable of adopting new technologies. Not surprisingly, however, the same dynamics will mean competitive risk for organizations that have not positioned themselves to easily absorb (and profit from) new technological changes. The following predictions touch on some of the areas in IT that I think will see the biggest evolutions in 2016 and beyond.
- Hadoop: old news in 24 months. Within the next two years, no one will be talking about big data and Apache Hadoop—at least, not as we think of the technology today. Machine Learning and AI will become so good and so fast that it will be possible to extract patterns, perform real-time predictions, and gain insight around causation and correlation without human intervention to model or prepare raw data. In order to function effectively, automated analytics typically need to be embedded in other systems that bring forth data. Next-generation AI-enabled machine learning systems (aka “big data,” even though this term will soon fade away), will be able to automatically assemble and deliver financial, marketing, scientific and other insights to managers, researchers, executive decision makers and consumers—giving them new levels of competitive advantage.
- Microservices will change how applications are developed. Containers will disrupt the industry by giving organizations the ability to build less and assemble more since the cost of the isolation context is so small, fast and cheap. While microservices are inherently complex, new platforms are emerging that will make it possible for IT organizations to innovate at speed without compromising security, or performing the undifferentiated heavy lifting to construct these micro-service systems in production. With robust auditing and logging tools, these platforms will be able to reason and decide how to effectively manage all IT resources, including containers, VMs and hybrids.
- The container ecosystem will continue to diversify and evolve. The coming year will see significant evolution in the container management space. Some container products will simply vanish from the market, while certain companies, not wanting to miss out on the hype, will simply acquire existing technology to claim a spot in the new ecosystem. This consolidation will shrink the size of the playing field, making viable container management choices easier for IT decision makers to identify. Over time, as container vendors seek to differentiate themselves, those that survive will be the ones that demonstrate the ability to orchestrate complex and blended workloads, in a manner that enterprises can manage with trust. The container will slowly become the most unimportant piece of the equation.
- True isolation and security will continue to push technology forward. Next year, look for creative advances in enabling technology, such as hybrid solutions, consisting of fast and lightweight virtual machines (VMs) that wrap containers, micro-task virtualization and unikernels. This is already beginning to happen. For example, Intel’s Clear Containers (which are actually stripped-down VMs) use no more than 20 MB of memory each, making them look more like containers in terms of server overhead, and spin up in just 100-200 milliseconds. The goal here is to provide the isolation and security required by the enterprise, combined with the speed of the minimalist “Clear Linux OS.” Unikernels, another emerging technology, possess meaningful security benefits for organizations because they have an extremely small code footprint, which, by definition, reduces the size of the “attack surface.” In addition, unikernels feature low boot times, a performance characteristic always in favor with online customers who have dollars to spend and the burgeoning micro-services crowd.
This coming year is set to be a busy one. Technology is advancing at a pace that has never been seen before. The rise of machine learning in agile enterprises will truly transform the way information is gathered, analyzed and used. Microservices and containers are going to change the way software systems are designed and built, and we’ll see a lot of movement and acquisitions within the container ecosystem. And, as always, security will be a prominent concern; however, much of the new technology adopted next year will be built upon a foundation of isolation and security, not bolted on as an afterthought. Innovation that doesn’t compromise security will be a welcome change. 2016 is shaping up to be an exciting year.


Archive
- October 2024(44)
- September 2024(94)
- August 2024(100)
- July 2024(99)
- June 2024(126)
- May 2024(155)
- April 2024(123)
- March 2024(112)
- February 2024(109)
- January 2024(95)
- December 2023(56)
- November 2023(86)
- October 2023(97)
- September 2023(89)
- August 2023(101)
- July 2023(104)
- June 2023(113)
- May 2023(103)
- April 2023(93)
- March 2023(129)
- February 2023(77)
- January 2023(91)
- December 2022(90)
- November 2022(125)
- October 2022(117)
- September 2022(137)
- August 2022(119)
- July 2022(99)
- June 2022(128)
- May 2022(112)
- April 2022(108)
- March 2022(121)
- February 2022(93)
- January 2022(110)
- December 2021(92)
- November 2021(107)
- October 2021(101)
- September 2021(81)
- August 2021(74)
- July 2021(78)
- June 2021(92)
- May 2021(67)
- April 2021(79)
- March 2021(79)
- February 2021(58)
- January 2021(55)
- December 2020(56)
- November 2020(59)
- October 2020(78)
- September 2020(72)
- August 2020(64)
- July 2020(71)
- June 2020(74)
- May 2020(50)
- April 2020(71)
- March 2020(71)
- February 2020(58)
- January 2020(62)
- December 2019(57)
- November 2019(64)
- October 2019(25)
- September 2019(24)
- August 2019(14)
- July 2019(23)
- June 2019(54)
- May 2019(82)
- April 2019(76)
- March 2019(71)
- February 2019(67)
- January 2019(75)
- December 2018(44)
- November 2018(47)
- October 2018(74)
- September 2018(54)
- August 2018(61)
- July 2018(72)
- June 2018(62)
- May 2018(62)
- April 2018(73)
- March 2018(76)
- February 2018(8)
- January 2018(7)
- December 2017(6)
- November 2017(8)
- October 2017(3)
- September 2017(4)
- August 2017(4)
- July 2017(2)
- June 2017(5)
- May 2017(6)
- April 2017(11)
- March 2017(8)
- February 2017(16)
- January 2017(10)
- December 2016(12)
- November 2016(20)
- October 2016(7)
- September 2016(102)
- August 2016(168)
- July 2016(141)
- June 2016(149)
- May 2016(117)
- April 2016(59)
- March 2016(85)
- February 2016(153)
- December 2015(150)