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PolyBench: The First Benchmark for Polystores

机译:polybench:Polystores的第一个基准

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摘要

Modern business intelligence requires data processing not only across a huge variety of domains but also across different paradigms, such as relational, stream, and graph models. This variety is a challenge for existing systems that typically only support a single or few different data models. Polystores were proposed as a solution for this challenge and received wide attention both in academia and in industry. These are systems that integrate different specialized data processing engines to enable fast processing of a large variety of data models. Yet, there is no standard to assess the performance of polystores. The goal of this work is to develop the first benchmark for polystores. To capture the flexibility of polystores, we focus on high level features in order to enable an execution of our benchmark suite on a large set of polystore solutions.
机译:现代商业智能不仅需要数据处理,不仅跨各种域,而且还跨越不同的范式,例如关系,流和图形模型。这一品种对于现有系统通常只支持单个或少数不同的数据模型,这是一个挑战。将Polystores提出作为这种挑战的解决方案,并在学术界和工业中得到了广泛的关注。这些是集成不同专业数据处理引擎的系统,以实现大量数据模型的快速处理。然而,没有标准来评估多孔的性能。这项工作的目标是开发多座的第一个基准。为了捕捉到PolyStores的灵活性,我们专注于高级功能,以便在大量的多层解决方案上执行我们的基准套件。

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