Posts Tagged ‘predictive analytics’

What Are The Real Effects Of Climate Change?

Mona Patel

Senior Manager, Big Data Solutions Marketing at EMC
Mona Patel is a Senior Manager for Big Data Marketing at EMC Corporation. With over 15 years of working with data at The Department of Water and Power, Air Touch Communications, Oracle, and MicroStrategy, Mona decided to grow her career at EMC, a leader in Big Data.

Contributing to social good is now literally at everyone’s fingertips. That is why EMC and Earthwatch Institute have teamed up to encourage citizens to become data collectors, or citizen scientists. Through the collection of more data sources, data scientists can better uncover how climate change is affecting plants and animals by altering the timing of key natural events.

This collaboration is called the Whenology project, with the first study underway to investigate how climate change is affecting raptor migrations at Acadia National Park. To create awareness and encourage more participation, EMC launched a microsite that provides educational materials, track progress, and report insights.

whenology

I spoke with EMC Distinguished Engineer John Cardente about the Whenology project and it’s potential to provide a powerful citizen science platform for collaboratively tackling virtually any large-scale, high impact societal issue.

1.  What is the Whenology project and what are your major objectives?

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Is It All About The Data Scientist?

Mona Patel

Senior Manager, Big Data Solutions Marketing at EMC
Mona Patel is a Senior Manager for Big Data Marketing at EMC Corporation. With over 15 years of working with data at The Department of Water and Power, Air Touch Communications, Oracle, and MicroStrategy, Mona decided to grow her career at EMC, a leader in Big Data.

The answer is no. It is a holistic, team effort that involves expanding the mind and skill set of executives, business users, IT implementers, data scientists, and application developers to all work collectively to define a strategy and derive newer insight from big data.

And that is why EMC is so heavily focused on breaking down organizational silos and training professionals to become data scientists or at least think like data scientists, transforming these individuals into data savvy professionals working towards the same goal – competitive advantage.

I spoke to Louis Frolio, Advisory Technical Ed Consultant for EMC Big Data Solutions, how as part of a team in EMC Education Services is creating a massive professional transformation through a MOOC – Massive Open Online Course. Data Lakes for Big Data MOOC gives you an opportunity to become a data savvy professional and take on a big data or data science role in your organization at absolutely no cost.

The course kicked off May 11, but you still have plenty of time to enroll and complete the course to earn a certificate before June 8. The top 500 students (based on cumulative grade for the MOOC) will receive an electronic copy of the Data Science book just released by EMC Education Services.

1.  What is a MOOC and what is the goal of this education format? Why was it used for this course?

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Destination Data Lake: Accelerating the Big Data Journey

Mona Patel

Senior Manager, Big Data Solutions Marketing at EMC
Mona Patel is a Senior Manager for Big Data Marketing at EMC Corporation. With over 15 years of working with data at The Department of Water and Power, Air Touch Communications, Oracle, and MicroStrategy, Mona decided to grow her career at EMC, a leader in Big Data.

Most people understand that big data and analytics can have a positive impact on their business. What trips them up is how to make that happen. EMC’s answer to that complex challenge is the EMC Business Data Lake, the industry’s first fully engineered, enterprise-grade data lake that’s redefining big data.  For details, check out the virtual launch event.

Federation Business Data Lake Infrastructure

Federation Business Data Lake Infrastructure

I spoke with Aidan O’Brien, Senior Director of EMC’s Strategic Big Data Initiative, and asked him why he’s excited about EMC Business Data Lake and why it sets precedence in the world of big data analytics.

1.  What are extraordinary outcomes companies may achieve with big data analytics?

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EMC CIO Takes On Big Data Problems With Analytics

Mona Patel

Senior Manager, Big Data Solutions Marketing at EMC
Mona Patel is a Senior Manager for Big Data Marketing at EMC Corporation. With over 15 years of working with data at The Department of Water and Power, Air Touch Communications, Oracle, and MicroStrategy, Mona decided to grow her career at EMC, a leader in Big Data.

Every second of every day, IT generates enormous amounts of data around operational activity – system behavior, application performance, user actions, security activity, and more. Instead of viewing this data explosion as a Big Data problem, IT views it as opportunity to use Big Data solutions such as IT Operations Analytics to improve the quality of their services.

itoa

For example, 75% IT professionals surveyed recently said that they believe that IT Operations Analytics are able to transform data into relevant insights into actionable plans for improvement. I spoke with EMC CIO Vic Bhagat to describe how EMC is embracing Big Data for IT Operations Analytics to solve critical problems affecting EMC IT Operations and customers.

1.  What are the biggest problems faced by IT Operations Management at EMC and how were these problems addressed before the world of Big Data?

IT generates enormous amounts of data when monitoring complex, rapidly growing and changing IT infrastructures and the applications. The challenge for IT Operations Management is to leverage this data to build an adaptive system that is more proactive, and less reactive. The more the system can learn from the data, the better it can identify variances and problems areas in a timely manner to help IT fix issues before it negatively impacts the business such as downtime or poor performance.

In the past, we relied on traditional business intelligence and data warehousing systems to gain intelligence or insight based on historical trends. Now, with analytics, we can uncover important variables and modify them to predict an outcome. And, the more data we collect at a detailed level, the more accurate we can be.

2.  How does Big Data analytics change the game to address these problems more effectively?

It cuts down the time to gain insight. The most heavily used word after ‘selfie’ is now ‘data lake’. Everyone wants to build a data lake since it provides the right architecture and capabilities to cut down the cycle time in deriving newer, predictive insight, and then continuously integrating these results back into our business processes and decision-making. At EMC, we are moving away from data warehouses to a data lake architecture enabling us to not only gain faster insight, but also gain newer insight by bringing together and analyzing both structured and unstructured data.

For example, in a data warehouse you manage structured data such as part numbers, bay numbers, disk numbers, chassis numbers, and more. In a data lake you can manage all of this structured data in addition to unstructured data such as user manuals for each system and component. Let’s now apply this data lake solution to a use case – we continuously monitor the health of a customer’s infrastructure with our call home systems. We can now leverage a data lake with more data sets to not only make more accurate component failure predictions, but we can also provide the relevant information needed from user manuals to fix the problem in a timely manner so the customer experiences no downtime.

3.  What is EMC’s IT Operations Analytics solution leveraging Big Data technologies and techniques?

We are leveraging the entire Pivotal Big Data Suite to ingest and store all of the structured and unstructured data – Pivotal Gemfire XD, Pivotal HD, Pivotal HAWQ, and Pivotal Greenplum Database. Our Data Scientists are then able to apply advanced analytic techniques to the data they need using their choice of tools which are MadLib, R, and Python. This Big Data environment will be part of a wider business data lake strategy, where all enterprise data will be managed, accessed, and used equally by all business applications, not just IT Operations. Only a few legacy or specialized applications will standalone.

4. What benefits has EMC gained from this Big Data solution?

The benefits are enormous and can be extracted from both business and technical benefits. Building predictive models and predicting imminent system failure reduces downtime and the number of alerts and enables us to identify the real issues faster, reducing the cycle for decision making and taking corrective action. This improves our performance, productivity and value we gain from Big Data.

But we are only scratching the surface. The more we can optimize our Big Data environment so that it is elastic and accessible, the faster and more precise Data Scientists will be in solving problems. For example, we can now predict MS Exchange outages two hours in advance.

5. One of the biggest barriers to getting value from Big Data is the skills shortage. How does EMC IT Operations address this issue?

EMC had the foresight to build Centers of Excellence (COE) around the globe, producing the expertise and skills needed to transition into the realm of Data Science. We are fortunate to leverage talent within the company, but also leverage the COE to attract and acquire new Data Science talent outside the company.

6. What books are you currently reading on your Kindle or if you are still paper based like me, what books are stacked on your nightstand?

I’m Kindle based, so I read periodicals such as Techmeme and Engadget. Since we are a company that is data and digital driven, I am reading a book called ‘Leading Digital’. I want help lead this digital revolution at EMC and this book provides great examples of how digital makes significant changes in how a company operates and kills bureaucracy.

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Last day at #GartnerDC. Make sure you stop by the #DellEMC booth to talk about #DataAnalytics #Booth309 https://t.co/DCI4sJNrJ3 about 3 mins ago