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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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5 Questions to Ask When Choosing a Software Provider When working with an outside company to develop a new product, there are many things to consider. You need to find a service provider that can make your vision a reality on time and on budget. Here are five questions you should ask prospective service providers to make sure they will be a good fit for what you need. |
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2 Ways to Know Your Work Is Actually Done Some people think a good indication that a piece of work is done is if it's been tested. But by whom, and how? Testing alone doesn’t specifically determine whether you are done—especially when we probably don’t mean the same thing when we all talk about testing. Here are two ways to know when your work is truly done. |
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Is Your Culture about Responsibility or Blame? When things go wrong, it can be helpful to understand what happened and who was involved. However, all too often organizations (and the managers within) confuse responsibility with assigning blame. The former is essential for improvement. The latter works against an effective, collaborative, productive culture. |
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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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Superior Leaders Ask the Tough Questions Inspiring quotes can be motivating, but there's more to good leadership. New leaders may feel compelled to find clever and memorable things to say, when in reality, they should probably focus less on what they’re saying and more on what they’re hearing. The best leaders ask good questions and listen to the answers. |
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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. |
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Coaching Senior Management to Be Agile Embracing an agile mindset isn’t always easy, and it can be especially difficult for senior managers who spent most of their careers working in more traditional development methodologies. By trying to speak the same language and demonstrating successful self-organization, teams can help senior management become agile. |
