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When to Use MapReduce with Big Data MapReduce is a programming model for distributed computation on big data sets in parallel. It's a module in the Apache Hadoop open source ecosystem, and a range of queries may be done based on the algorithms available. Here's when it's suitable (and not suitable) to use MapReduce for generating and processing data. |
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Stop Fanning the Flames of Constant Firefighting Continually having to address unexpected problems interrupts your original sprint activities, causing stress on the team members and fanning the flames for future firefights. But with due diligence, you can lessen the need to constantly put out fires. Here are some steps that can break the cycle of work and rework. |
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Security Testing: A Constructive Mindset with a Destructive Approach A typical tester mimics end-users, who are constructive when exploring an application’s functionality. But the role of a security tester is different. Their focus is mainly on mimicking hackers, who are intentionally destructive. A solid security strategy should balance both constructive and destructive efforts. |
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4 Tips to Refocus Stale Standups The daily standup is supposed to get everyone on the same page and make teams more productive and efficient. But it’s easy for this short meeting to become stale and stop providing any real benefit. Here are four ways to get out of the slump of merely delivering status updates and re-energize your daily standups. |
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Beware of Success Stories The tendency to look back and think you know what contributed to a success is called survivorship bias. It occurs when you make a decision or take some action based on past successes while ignoring past failures. That's why it's important to approach reports of successful projects with a healthy dose of skepticism. |
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Trusting Your Data: Garbage In, Garbage Out Poor quality input will always produce faulty output. Improper validation of data input can affect more than just security; it can also affect your ability to make effective business decisions. Bad data can have impacts on how you make quantitative decisions or create reports, if you can’t trust the data you receive. |
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Lessons Learned from Product Failures Being agile is all about learning from failures and building on experiences. This applies to not just individuals, but even to large organizations. The key is being transparent and objective in accepting and understanding failures, and taking away lessons for future actions and decisions. Just keep innovating. |
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Migrating a Database? Consider These Factors First Database migration is usually performed with a migration tool or service. Migrating one database to another actually involves migrating the schemas, tables, and data; the software itself is not migrated. Whatever the reason for migration, before you start, explore the options and take these considerations into account. |
