Cisco Blogs

Cisco Blog > Data Center

Unleash Your Business Analysts Cisco Data Preparation

As the leader of Cisco’s Data Virtualization and Analytics Business Units, it is my pleasure to announce Cisco Data Preparation, a new big data and analytics offering for business analysts and IT.

What is Cisco Data Preparation?

Driven by Business’s accelerating demand for analytics, Cisco Data Preparation (Data Prep) makes it easy for non-technical business analysts to gather, explore, cleanse, combine and enrich the data that fuels these analytics.DataPrepDiagram1

Primarily designed as a self-service application for business analysts, Data Prep is also a valuable new capability for IT data developers and even data scientists, helping these teams collaborate to achieve the following benefits:

  • Faster Insights: New data sets available in minutes, not weeks.
  • More Comprehensive Insights: Gain advantage from all your data sources.
  • Better Business Outcomes at Scale: Supports hundred of data preparation projects at big data scale.
  • Higher Productivity, with Greater Governance: Both Business and IT gain from stronger collaboration.

Why will Business Analysts like Cisco Data Preparation?

Business Analysts can use Data Prep to address the significant data integration challenges they face when preparing analytic data sets using with a self-service approach.

  • Every analytic project is different making every data exploration effort unique. Cisco Data Prep’s Excel-like interface and machine learning lets analysts explore data freely.
  • Data is messy and everywhere. This results in analysts spending as much as 80% of their time preparing data before analysis can begin. Cisco Data Prep dramatically reduces time required to prepare data.
  • Too few Data Scientists and too long IT backlogs puts the onus on the Business adopt self-service. Cisco Data Preps empowers Business Analysts to do this work themselves.

Why will IT like Cisco Data Preparation?

IT can use Data Prep to work in concert with the business to intelligently balance self-service needs with governance constraints, while optimizing infrastructure.

  • Many requirements are short lived in contrast with IT’s industrial grade orientation. Cisco Data Prep helps IT and Business meet exploratory data needs with the right level investment and when needed even provide working prototypes that IT can quickly reengineer.
  • Independent, ungoverned data prep efforts can lead to duplication of effort, inconsistently transformed data sets of unclear origin, resulting in inaccurate analysis and potentially bad business results. Cisco Data Prep built-in governance and data set sharing increase trust.
  • Rogue data preparation activity in personal sandboxes and myriad tools, prevent IT from delivering scalable, secure infrastructure. Cisco Data Prep’s ability to massively scale allows IT so support thousands of users and multiple terabytes of data with a common, cost-effective infrastructure.

A Complete Data Preparation Solution, Only from Cisco

Cisco Data Preparation is a complete software, hardware and services solution that simplifies adoption and accelerates benefits.

  • Leveraging an easy-to-learn and use Excel-like interface and powerful machine intelligence algorithms from Cisco partner Paxata, Data Prep removes barriers to adoption and elevates business analysts’ skills.
  • Two-way integration with Cisco Data Virtualization helps leverage prior IT investments and closes the loop between the business and IT.
  • Data Prep’s massively scalable Hadoop and Spark-based architecture ensures that Data Prep users won’t be constrained by size of data sets or complexity of analysis.


Plus, a complete set of Cisco and Partner provided “Plan” and “Build” services ensure Data Prep implementation success.

Learn More About Cisco Data Preparation

There are lots of ways you can learn more about Data Prep. You can:

  • Join us at Strata+Hadoop World this week from September 29 through October 1 at the Javits Center in New York. Stop by Cisco Booth 425. There you can get a Data Prep demo from Cisco Sales Engineer Bill Kellett as well as attend with Cisco Data and Analytics Director Bob Eve and Paxata Product VP Nenshad Bardoliwalla.


  • Join us at the 2015 Data and Analytics Conference, October 20-22, at the Hilton Chicago. Register now and join my breakout session, “Data Preparation for Self-Service Analytics.”
  • Review the Cisco Data Preparation data sheet to learn more about Data Prep functionality.
  • Talk to your Cisco or Cisco partner account manager to arrange a conversation with a Cisco Data Preparation product specialist.
  • And look for upcoming blogs relating Cisco Data Preparation with Cisco UCS, Cisco Data Virtualization, Advanced Services and more. Stay tuned!


Join the Conversation

Follow @CicsoDataVirt and @CiscoAnalytics, #CiscoDAC.

Learn More from My Colleagues

Check out the blogs of Mala AnandMike FlannaganBob Eve and Nicola Villa to learn more.

Tags: , , , , ,

The Data and Analytics Event of the Year!

Today, I’m excited to share with you some details on the 2015 Data and Analytics Conference, October 20-22 at the Hilton Chicago. The inaugural event will showcase some of the most innovative data and analytics thought leaders.

My favorite part of the event is listening to the customer presenters. I’d like to share with you a little background on these speakers and topics they will be presenting to get you excited as you’re planning your trip to Chicago.

Read More »

Tags: , , , , , ,

Energy Management and the Factory of the Future

“The future of many companies will depend on their willingness and ability to rethink their supply chains, to experiment with new processes and uses for data from Internet-connected objects that may change supply chains at their foundations.”

John Kern, Senior Vice President of Cisco Supply Chain
As quoted in the Wall Street Journal


We often hear the terms Internet of Things (IoT) and Internet of Everything (IoE) or digitization. They have many definitions, but to me it’s fairly simple. IoT is about the instrumentation of discrete systems that “connect the unconnected” and pull data from devices that were previously unattainable or required physical proximity. On the other hand, digitization is really the innovation that occurs when you take these new connected systems and the information they provide and mash them together in previously impossible ways. One of the industries this is happening faster in than most is the manufacturing sector.

Supply chain image

Over the last year Cisco’s supply chain organization and Flextronics launched a pilot program in Penang (Malaysia ) to explore the “Factory of the Future“ and its possible benefits. One of the priorities was to monitor energy consumption of the many diverse devices on the manufacturing lines as a means to better understand how energy was being used on Flextronics’ plant floor and what could be done to reduce its use and cost to the company.

This portion of the project was led by the Cisco Energy Management Team and it is estimated to save 20%-30% in energy usage, reduce greenhouse gas emissions in the supply chain, and expand the Cisco Energy Management solution from our IT roots into the IoT domain.

How it Works

Our energy management solution is a cloud-based software and analytics package that measures, monitors, and manages the energy consumption of any connected device. In the Flextronics instance it also required the deployment of sub meters located on the manufacturing shop floor.

Information from the devices is collected, displayed on a robust reporting visualization engine, and analyzed allowing for continued data monitoring, modeling of efficiency improvements, and automated system alerting. This level of sophistication enables automatic energy optimization using highly intelligent device control and management policies such as hibernating or gracefully powering off end devices. Additionally, the solution provides visibility into:

  • Power usage (baselines and trends)
  • Power analytics and device management to reduce consumption by changing behavior
  • Carbon emissions and reduction reporting
  • Utility bill analysis and many other data points

Optimization: Going Beyond Reduced Energy Consumption

Imagine having the visibility and agility to adjust the timing of runs to limit cost based on electricity and nitrogen gas costs during temperature testing. This energy information can be measured and visualized in manufacturing terms such as: areas of the factory (test, assembly), types of equipment (temperature chambers, chillers), and specialized views such as heaters, compressors, blowers and nitrogen gas flow.

Adding a data virtualization layer along with the Cisco Energy Management software suite, brings together a complete energy picture that includes IT devices, Operation Technology devices and IoT sensor data into a single enterprise-wide energy focused view. This delivers an extensive ROI model based not only on energy costs but data driven opportunities to improve operational workflows that help to cut costs.

Where We Are Today?

Man installing energy management deviceTo date, we have nearly 1,300 devices instrumented to monitor energy data on Flextronics’ (Penang) assembly and test floors, its equipment (temperature chambers, chillers, heaters, and compressors), and on the specialized energy use of nitrogen flow.

We are in the final stages of correlating the many data sources such as device energy, shop floor equipment test schedules and the manufacturing production and test databases to determine all the ROI opportunities available for decreasing energy costs from the manufacturing business.

We believe this initiative will help manufacturing supply chains greatly reduce their energy consumption and save tens of millions of dollars in the process. With Flextronics Penang alone, conservative estimates show the company saving $85,000 a month or just over $1M a year in USD.

Whether it’s the manufacturing floor, institutions of education, or smart cities, our goal is to find new ways to connect the unconnected for the benefit of all. The Internet of Things (IOT) is the engine to make it happen and cutting-edge innovation will lead the way.

What does the future look like? Only time will tell but it is clear IoT opens the door to a world of limitless possibilities and innovation will continue to prove supreme in this virtual kingdom.

What are your thoughts and questions about instrumenting the factory floor as a means to reduce energy consumption? Leave your comments below.


Cisco Energy Management Suite At-A-Glance
In Malaysia, Cisco Systems trials plant fully wired to Internet (article)

Tags: , , , ,

Gain Intelligence From Cloud Sprawl

Co-authored with    Bob Dimicco
Robert Dimicco
Senior Director, Advanced Services


How many cloud services do you think your enterprise uses? You’ll be surprised: businesses use ~10-15 X more cloud services – unknowingly. This is what we call ‘cloud sprawl,’ because there are too many cloud services in a given environment and not enough visibility or control for the business.

For organizations wanting to better understand their critical business data, this is especially challenging. First, discovering what cloud services are being used, and second, capturing & analyzing the intelligence from cloud services data can be tough. However, the good news is – Cisco can help with these challenges.


Read More »

Tags: , , , , , ,

For Better Self-Service BI, Start with Data Virtualization and a Business Directory

Providing Business Intelligence (BI) reporting and analysis used to be a service that IT provided for their line-of-business counterparts. In recent years, however business users have increasingly taken the lead for their BI and analytic solutions.

What’s Driving the Self-Service BI Growth Trend?

Read More »

Tags: , , , ,