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| <h1 style="color:darkslategray">Nemo</h1> |
| <p>A Data Processing System for Flexible Employment With Different Deployment Characteristics.</p> |
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| <h2 class="header-light regular-pad">What is Nemo? <small>[ˈnemoʊ]</small></h2> |
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| Nemo is a data processing system for flexible employment with different execution scenarios for various deployment characteristics on clusters. |
| They include processing data on specific resource environments, like on transient resources, and running jobs with specific attributes, like skewed data. |
| Nemo decouples the logical notion of data processing applications from runtime behaviors and express them on separate layers using Nemo Intermediate Representation (IR). |
| Specifically, through a set of high-level graph pass interfaces, Nemo exposes runtime behaviors to be flexibly configured and modified at both compile-time and runtime, and the Nemo Runtime executes the Nemo IR with its modular and extensible design. |
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| <h3 class="text-center">Flexible</h3> |
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| Nemo offers flexible adaptation to your desired execution environment. |
| Examples of such execution environments include using transient resources, disaggregation of different computing resources, and handling skewed data. |
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| <h3 class="text-center">Modular and Extensible</h3> |
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| Nemo is designed to be modular and extensible for even more variety of execution scenarios and deployment characteristics. |
| Users with specific needs can plug in and out the required components and execute their jobs accordingly. |
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| <h3 class="text-center">Runs Everywhere</h3> |
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| Nemo is able to run Apache Beam™ programs using our runtime, and Apache Spark™ programs in the near future. |
| Moreover, by using Apache REEF™, Nemo enables data processing possible on different resource managers including Apache Hadoop™ YARN or Apache Mesos™. |
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