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Data Science - 8 Matches

The top 5 of 2015

The top 5 of 2015

Who doesn’t like a countdown to celebrate the New Year? So as 2015 draws to a close, we thought it’s the perfect time to look back on our most popular stories of the year. From using MTTR as a performance KPI to measure ITOps performance, to tips on how to better prevent and remediate DDoS attacks, our team took a magnifying glass to some of the most critical topics facing ITOps teams today. Enjoy!

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Part 2 of 2: How to add intelligence to Nagios through alert correlation

Part 2 of 2: How to add intelligence to Nagios through alert correlation

For many IT and Ops teams, Nagios is both a blessing and a curse. On the one hand, Nagios gives you near real-time visibility into the inner workings of your IT infrastructure. But on the other hand, Nagios can generate so many alerts that it’s impossible for any single person (or even any team) to keep up.

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15 hours of down time… avoided: part two of a two-part series

15 hours of down time… avoided: part two of a two-part series

This is part two of a two-part post about using event correlation to thwart DDoS attacks. Channeling Mark Twain: it would have been shorter if I had more time. In the last post I described why DDoS attacks for SaaS providers are no different than performance and availability issues experienced in other domains like healthcare, finance, or retail. In this post I’ll share a customer story about a security breach that never happened… thanks to a savvy DevOps team and data science.

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Why DDoS attacks aren’t just a security problem… and monitoring traffic isn’t the solution – Part One

Why DDoS attacks aren’t just a security problem… and monitoring traffic isn’t the solution – Part One

Every company’s a target, every customer’s at risk. But the now-cliched threat of data breaches from Distributed Denial of Service (DDoS) attacks obscures a bigger threat: outages that impact not just data integrity but also profitability, brand equity, and customer retention. 

The volume of attacks is growing and so is the impact of down time. According to Akamai’s most recent State of the Internet report, DDoS attacks are a bigger threat than ever before. “The number of DDoS attacks continued to increase substantially in Q2 2015, more than doubling the number observed in Q2 2014.”

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Hey Silicon Valley, you’re wrong about “Data Science” and “Machine Learning”

Hey Silicon Valley, you’re wrong about “Data Science” and “Machine Learning”

Tsunami detection. Crop dusting. Biohazard monitoring. What may sound like innuendos in the next EL James novel are also fields being revolutionized by quant jocks and smart algorithms. And yet, despite all the innovation, we technorati continue to bastardize the terms “data science”, “machine learning,” and “big data”. They’ve become lazy speak for “we’re not sure what we’re doing so we’ll hand wave cliches until we have real technology and a business model."

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AutoShare rules for improved collaboration and communication

AutoShare rules for improved collaboration and communication

ITSM is evolving thanks to new capabilities that make it easy to visualize service health based on real-time CMDB updates fed via automated change management driven by smarter monitoring infrastructure. We’re nearing a time where machines will manage machines. At BigPanda, we’re doing our part to get there quickly.

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What’s New at BigPanda – A bigger team and brand new office!

What's New at BigPanda - A bigger team and brand new office!

A bigger team and a brand new office!

It's been a busy summer! At BigPanda, we're reinventing Incident Management for Ops and that takes a kickass team. Thanks to your enthusiasm for what we're doing, we've doubled since April (including a strategic hire directly from Atlassian's JIRA). To help accommodate all this growth, we just moved into our brand new office in Mountain View, CA. Want to join the BigPanda team? We'd love to have you! Email us at jobs@bigpanda.io.

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Data & the Science of Leadership

Data & the Science of Leadership

Last week, I changed the color of the GET A FREE ACCOUNT button on the BigPanda website and it resulted in a dramatic improvement in signups. But it wasn’t my idea. It was the data’s idea. Data makes great decisions. We don’t. Any of us. Leadership is a science, not an art. The last decision you should make is to never make another decision. Data makes the only great decisions. Get out of its way. If you've ever met me you'll know that I have a strong passion for data and the science of leadership. 72% of the people that I tell this to want to hear more of the story. So here it is...

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