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Search Results for: Dynamo

Amazon DynamoDB

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Introduction Amazon DynamoDB is a fully managed NoSQL database service that provides fast and predictable performance with seamless scalability. Amazon DynamoDB automatically spreads the data and traffic for the table over a sufficient number of servers to handle the request capacity specified by the customer and the amount of data stored, while maintaining consistent and fast performance. All data items ...

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In-memory Data Model and Persistence for Big Data

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ORM frameworks help developers when they want to interact with relational databases. There are many excellent ORM frameworks for relational databases such as Hibernate and Apache OpenJPA and some of them are really good. Nowadays, big data is emerging and more and more people develops applications which runs on big data. There have been developed different kinds of NoSQL databases to store such ...

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MySQL vs. MongoDB: Choosing a Data Management Solution

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Table Of Contents 1. Introduction 2. The dominance of RDBM systems 3. A new era of NoSQL movement 4. Tables vs Documents vs Graphs vs Key/Values 5. MySQL and MongoDB: Conscious Decision 5.1. Enforced Schema vs Schemaless 5.2. Normalization vs Duplication 5.3. Relations vs References 5.4. Transactions vs Atomic Updates 5.5. SQL vs JSON 5.6. Stored Procedures vs Scripting 5.7. ...

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AWS Lambda: An Introduction

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Many parts of a modern infrastructure are inherently event-driven or can be represented with an event-driven model. For example, we want to send welcome emails for new signups, scale our systems up or down whenever certain load metrics are hit, or send out notifications to the engineering team when new admin accounts are created for our system. All these tasks ...

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XSL Transformation in Java: An Easy Way

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XSL transformation (XSLT) is a powerful mechanism for converting one XML document into another. However, in Java, XML manipulations are rather verbose and complex. Even for a simple XSL transformation, you have to write a few dozen lines of code — and maybe even more than that if proper exception handling and logging is needed. jcabi-xml is a small open ...

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Built-in Fake Objects

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While mock objects are perfect instruments for unit testing, mocking through mock frameworks may turn your unit tests into an unmaintainable mess. The root cause of this complexity is that our objects are too big. They have many methods and these methods return other objects, which also have methods. When we pass a mock version of such an object as ...

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Objects Should Be Immutable

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In object-oriented programming, an object is immutable if its state can’t be modified after it is created. In Java, a good example of an immutable object is String. Once created, we can’t modify its state. We can request that it creates new strings, but its own state will never change. However, there are not so many immutable classes in JDK. ...

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The future of Big Data is linked to Cloud

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Data volumes are growing exponentially. Unstructured data from Twitter, LinkedIn, Mailling Lists, etc. has the potential to transform many industries if it could be combined with structured data. Machine learning, natural language processing, sentiment analysis, etc. everybody talks about them, hardly anybody is really using them at scale. Too many people when they talk about Big Data unfortunately start with ...

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Technology Decisions Are About Trade Offs and Solving Problems

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At some point in the last decade we hit the inflection point where distributed systems, and all their complexities, became the common reality. Maybe it was the need to change how we scale since CPU clocks are not getting any faster… Maybe it was the Google MapReduce and/or Amazon Dynamo papers… Or maybe it was just the RedSox winning the ...

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Elo Rating System: Ranking Champions League teams using Clojure

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As I mentioned in an earlier blog post I’ve been learning about ranking systems and one of the first ones I came across was the Elo rating system which is most famously used to rank chess players. The Elo rating system uses the following formula to work out a player/team’s ranking after they’ve participated in a match:       ...

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