Tag: <span>machine learning</span>

Realtime Analytics Blog

7 FAQs for the Experts: “Effectively Target Micro-Moments with Real-Time Decisioning and Machine Learning”

September 13, 2019
Comviva, a global leader in the digital transformation space, has long been known for their innovative solutions and services. Within their MobiLytix Customer Value Management (CVM) suite of solutions, Comviva uses advanced Machine Learning for real-time decisioning, which allows users of the MobiLytix platform to target and provide the right experience to customers at their [...]
Machine Learning Blog Header

Introducing VoltML – The path to operationalizing machine learning just got much faster

October 23, 2018
Traditionally advanced analytics was utilized primarily to gain an historical understanding of business performance. Data scientists spent countless hours mining, munging, and model building; wasting expensive resources and valuable time only to get a rear view understanding of business performance. Starting Now: Use Models to Automate Real-time Decision-making Until recently it was just not possible [...]

Using VoltDB to Get h20 into Production

August 29, 2018
In my previous article I discussed the broad problems you face when you try to commercialize machine learning. In this one I’ll go through the specific steps you’ll need to get everything to work. There are two ways to integrate h20 generated classes. The first, and most obvious is to reference it from inside a [...]
Machine Learning and VoltDB

Getting Machine Learning Into Production With VoltDB

August 17, 2018
Congratulations! You’ve mastered machine learning and can now generate a model that will help your enterprise succeed. There’s just one problem. Or rather several, actually. Below we discuss the challenges you face getting an ML model into production and how VoltDB can help. For the purposes of this article let’s assume that your model’s job [...]
Machine Learning and VoltDB

How VoltDB Serves Machine Learning Models in Real-Time

May 02, 2018

In my previous blog on big data analytics, we discussed how to apply your big data analytics to real-time applications. The idea is that, if you have built analytics on your data, the next step is to use the analytics directly in the applications to automate your business workflow and remove the manual components. In this […]

Solution Review Interview with David Flower

The 3 Horsemen of the Legacy System Apocalypse

April 24, 2018

The world is speeding up; people expect customized information and services immediately. In these tumultuous times, some companies are clinging to their legacy data infrastructure as a security blanket. However, traditional RDBMSes are just not able to provide the massive scales, edge distribution, and virtual or cloud deployments that are necessary for modern applications. In […]

VoltDB Innovation Week: Driving Product Roadmap

April 13, 2018

Recently we held our Q1 Innovation Week, culminating in presentations and voting on the innovation projects created by our engineering staff. VoltDB engineering is a Agile scrum organization, with two week sprints, and product releases every other sprint. Innovation week occurs one week every quarter. During this week engineers work on a self-directed project, such […]

Realtime Analytics Blog

How Real Time Are Your Analytics?

April 11, 2018

Not surprisingly, your business has collected a lot of data over the past few years, and you have used some analytical databases or data warehouses to organize and understand your insights. Congratulations, you have taken the 1st step with your data strategy, and produced analytics that will help drive your business! Meanwhile, your applications need […]

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