Internet of Things (IoT) related applications have emerged as an important field for both
engineers and researchers, reflecting the magnitude and impact of data-related problems to …

Big Data has become a very popular term. It refers to the enormous amount of structured,
semi-structured and unstructured data that are exponentially generated by high …

摘要随着产业界数据量的爆炸式增长, 大数据概念受到越来越多的关注. 由于大数据的海量,
复杂多样, 变化快的特性, 对于大数据环境下的应用问题, 传统的在小数据上的机器学习算法很多 …

This paper discusses approaches and environments for carrying out analytics on Clouds for
Big Data applications. It revolves around four important areas of analytics and Big Data …

Internet of Things (IoT) is a concept that envisions all objects around us as part of internet.
IoT coverage is very wide and include variety of objects like smart phones, tablets, digital …

With more and more data generated, it has become a big challenge for traditional
architectures and infrastructures to process large amounts of data within an acceptable time …

Despite the wide utilization of cloud computing (eg, services, applications, and resources),
some of the services, applications, and smart devices are not able to fully benefit from this …

Starting with the birth of Web 2.0, the quantity of data managed by large-scale web services
has grown exponentially, posing new challenges and infrastructure requirements. This has …

This paper introduces FedSecurity, an end-to-end benchmark that serves as a
supplementary component of the FedML library for simulating adversarial attacks and …

Cloud computing enables users and organizations to conveniently store and share data in
large volumes and to enjoy on-demand services. Security and the protection of big data …