Using Dask for Distributed Systems

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As part of our Analytics practice, we repeatedly encounter use cases where complex calculations over large datasets are required. In this series, we will compare two distributed computing systems – Dask and Spark – that have become very popular in recent times. To evaluate these, we will select a use case that comes up in…
Categories: Blog

Cqlsh with SSL: Securing Cassandra Cqlsh

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At Data-Aces, we provide managed services running Cassandra for our customers. With more and more attention being given to data security these days, end-to-end encryption of ALL communication is becoming a mandatory requirement. This includes traffic between the Cassandra nodes or from client to the Cassandra cluster. This means, cqlsh with SSL is also a…
Categories: Blog

Setting up GPU support for Tensorflow on Windows 10

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TensorFlow supports running computations on a variety of types of devices, including CPU and GPU. Originally used for display functions, GPUs were developed to scale up parallel computations using thousands of cores.  This happens to match very well with how we execute the training of Machine Learning algorithms in Deep Learning Models. In python, the…
Categories: Blog