In addition, since traditional parallel programming models, such as MPI, are implemented for a single tenant cluster environment, applying these models to HPC applications on the cloud is a challenging in terms
in the population represents adecision tree, which determines a strategy for the offloading process. The simulator with a fitness function evaluates all the models generated by the GP module. Only models that pass a predefined threshold are kept for the future use. Besides, the paper provides a...
In this work we introduce a new computing framework called IgnisHPC1 to deal with that issue. The main goal of IgnisHPC is to unify in the same framework the development, combination and execution of HPC and Big Data applications using different languages and programming models. With this objec...
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Interest in language-level support for concurrent programming on the Java platform is strong, as proven by the efforts in the Groovy (GPars), Scala, and Clojure communities. These communities all try to provide comprehensive programming models and efficient implementations that mask the pain points ...
and routers), storage devices or even memory. Those "smart" devices would be able to perform part of the computation that would reduce data transmission over the network and data busses. This makes computing systems even more heterogeneous, intensifying the need of novel programming models. ...
These parallel operations in turn map to efficient implementations that in turn utilize existing high-performance libraries such as the PBLAS and ScaLAPACK libraries mentioned above. The rest of this document provides an overview of the programming and runtime execution models in “Cloud Num...
Its in-built functions, like glm and lm, allow professionals to engage in statistical modeling. The Caret package makes it possible to build, train, and test machine learning models. Caret also allows hyperparameter tuning, bringing optimization to the performance of their ML algorithms. ...
Machine Learning Engineer AI models assist computers in learning from data sources and processing information as a result of applying algorithms. ₹12,00,000 – ₹30,00,000 Web Developer Web application and website development, along with maintenance, uses Python framework technology solutions. ...
Meet Akash, a Principal Data Scientist with expertise in advanced analytics, machine learning, and AI-driven solutions. With a master’s degree from IIT Kanpur, Aakash combines technical knowledge with industry insights to deliver impactful, scalable models for complex business challenges.Recommended...