Analytics is increasingly delivered to users at the point of action and in context. With the improvement of performance and costs, IT leaders can afford to perform analytics and simulation for every action taken in the business. The mobile client linked to cloud-based analytic engines and big data repositories potentially enables use of optimization and simulation everywhere and every time. This new step provides simulation, prediction, optimization and other analytics, to empower even more decision flexibility at the time and place of every business process action.
In Memory Computing
In memory computing (IMC) can also provide transformational opportunities. The execution of certain-types of hours-long batch processes can be squeezed into minutes or even seconds allowing these processes to be provided in the form of real-time or near real-time services that can be delivered to internal or external users in the form of cloud services. Millions of events can be scanned in a matter of a few tens of millisecond to detect correlations and patterns pointing at emerging opportunities and threats "as things happen." The possibility of concurrently running transactional and analytical applications against the same dataset opens unexplored possibilities for business innovation. Numerous vendors will deliver in-memory-based solutions over the next two years driving this approach into mainstream use.
The market is undergoing a shift to more integrated systems and ecosystems and away from loosely coupled heterogeneous approaches. Driving this trend is the user desire for lower cost, simplicity, and more assured security. Driving the trend for vendors the ability to have more control of the solution stack and obtain greater margin in the sale as well as offer a complete solution stack in a controlled environment, but without the need to provide any actual hardware. The trend is manifested in three levels. Appliances combine hardware and software and software and services are packaged to address and infrastructure or application workload. Cloud-based marketplaces and brokerages facilitate purchase, consumption and/or use of capabilities from multiple vendors and may provide a foundation for ISV development and application runtime. In the mobile world, vendors including Apple, Google and Microsoft drive varying degrees of control across and end-to-end ecosystem extending the client through the apps.