Log management is leading use case for Big Data

Data archiving and storage among other key applications

Companies that have deployed Big Data solutions are most likely to be using them for log management, according to a study by the SANS Institute. This security use case was followed closely by data archiving, operational data storage, advanced analytics, data discovery, and search.

According to the survey of more than 200 professionals in IT, security and compliance, more than half of the 55% of organisations that have deployed big data projects use the technology for log management. In addition, of those who plan to deploy big data in the next two years, 58% said that log management is a priority.

Log data, intrusion alerts, and other types of security-related information is a perfect fit for Big Data systems, said Sam Heywood, director of the Cloudera Security Centre of Excellence at Cloudera, which sponsored the report.

 

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The volumes are large, the information comes in a variety of data types, and it’s coming in at a high velocity.

Billions of events
“We’re talking to organisations processing billions of security events a day,” he said. “And you’re pulling in data from multiple endpoints on your sensor grid, all the log files are going to look different, and any one system will change the data it’s sending back as firmware updates happen.”

Traditional approaches to collecting this information mean that analysts have to spend days, or even weeks, compiling data before they can begin to analyse a security incident.

Big Data not only offers a cost-effective, scalable platform to collect this data, but also provides analytics tools to look for long-term and subtle patterns that might be undetected by traditional rules-based and signature-based approaches.

“We knew the use of big data in cybersecurity was big,” said Heywood. “But we didn’t know it was this big.”

Sensitive data
The survey also asked about the types of data that were being stored in the big data systems, and much of it turned out to be sensitive data of one form or another.

Of the companies that had deployed Big Data technology, 73% used it to store personally identifiable information, 64% for employee records, 59% for intellectual property, 53% for payment card information, and 40% for national security intelligence data.

The study shows the level of trust that companies are starting to put in their Big Data platforms, said Heywood.

“Big Data has arrived,” he said. “People are using it for mission-critical applications.”

The next steps that companies are taking involve increasing security. For example, fewer than 25% of companies currently use tokenisation or encryption – but between 25% and 31% of companies plan to roll out some form of tokenisation or encryption in the next 12 months.

When it comes to access control, about 45% of companies with Big Data projects have role-based access and around 16% plan to add it in the next 12 months.

“Security is front-of-mind for a lot of organisations,” said Heywood. “They want to make sure they’re operating their big data systems in a secure and compliant fashion.”

 

 

Maria Korolov, IDG News Service

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placeholder: '+44 0000 000000', helpText: 'Include the JE country code +44 before the phone number', }, { countryCode: 'IM', placeholder: '+44 0000 000000', helpText: 'Include the IM country code +44 before the phone number', }, { countryCode: 'GG', placeholder: '+44 0000 000000', helpText: 'Include the GG country code +44 before the phone number', }, { countryCode: 'AL', placeholder: '+355 00 000 0000', helpText: 'Përfshini kodin e vendit AL +355 para numrit të telefonit', }, { countryCode: 'SM', placeholder: '+378 0000 000000', helpText: 'Includere il prefisso internazionale SM +378 prima del numero di telefono', }, { countryCode: 'FO', placeholder: '+298 000000', helpText: 'Inkluder FO landekode +298 før telefonnummeret', }, { countryCode: 'MT', placeholder: '+356 0000 0000', helpText: 'Include the MT country code +356 before the phone number', }, { countryCode: 'LI', placeholder: '+423 000 0000', helpText: 'Fügen Sie vor der Telefonnummer die LI-Ländervorwahl +423 ein', }, { countryCode: 'GI', placeholder: '+350 000 00000', helpText: 'Include the GI country code +350 before the phone number', }, { countryCode: 'MD', placeholder: '+373 00 000 000', helpText: 'Includeți codul de țară MD +373 înaintea numărului de telefon', }, { countryCode: 'HU', placeholder: '+36 00 000 0000', helpText: 'A telefonszám előtt adja meg a HU országkódot +36', }, { countryCode: 'NZ', placeholder: '+64 00 000 0000', helpText: 'Include the NZ country code +64 before the phone number', }, { countryCode: 'ME', placeholder: '+382 00 000 000', helpText: 'Uključite ME pozivni broj države +382 prije telefonskog broja', }, ]; if (!countryCode || typeof countryCode !== 'string') { return mockPlaceholders[0].helpText; } const selectedHelpText = mockPlaceholders.find(function(item) { return item && item.countryCode === countryCode; }); return selectedHelpText ? selectedHelpText.helpText : mockPlaceholders[0].helpText; } function setDefaultHelpText(countryCode) { const helpTextSpan = 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Object.values({"EMAIL":{"name":"EMAIL","label":"Email Address","helper_text":"","type":"email","required":true,"audience_field_name":"Email Address","merge_id":0,"help_text_enabled":false,"enabled":true,"order":0,"field_type":"merge"},"FNAME":{"name":"FNAME","label":"First Name","helper_text":"","type":"text","required":false,"audience_field_name":"First Name","enabled":false,"order":null,"field_type":"merge","merge_id":1},"MMERGE2":{"name":"MMERGE2","label":"Second Name","helper_text":"","type":"text","required":false,"audience_field_name":"Second Name","enabled":false,"order":null,"field_type":"merge","merge_id":2},"MMERGE3":{"name":"MMERGE3","label":"Company Name","helper_text":"","type":"text","required":false,"audience_field_name":"Company Name","enabled":false,"order":null,"field_type":"merge","merge_id":3},"MMERGE4":{"name":"MMERGE4","label":"Job Title","helper_text":"","type":"text","required":false,"audience_field_name":"Job 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fieldName); updateCountryCodeInstruction(selectedCountry, fieldName); }); } document.addEventListener('DOMContentLoaded', function() { const smsPhoneFields = document.querySelectorAll('[id^="country-select-"]'); smsPhoneFields.forEach(function(dropdown) { const fieldName = dropdown?.id.replace('country-select-', ''); initializeSmsPhoneDropdown(fieldName); }); });

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