Abstract: A novel approach to synchronous stochastic gradient descent (SGD) for support vector machines (SVM) is presented, leveraging Apache Spark for distributed computation and Kubernetes for ...

Abstract: The online recommendation of trade resources has further driven the demand for efficient recommendation algorithms, and gradient descent algorithm, as a powerful optimization tool, is widely ...