Many business cases exploiting big data have been realised in recent years; Twitter,
LinkedIn, and Facebook are examples of companies in the social networking domain. Other …

Big Data Systems (BDSs) are an emerging class of scalable software technologies whereby
massive amounts of heterogeneous data are gathered from multiple sources, managed …

The integration of big data analytics in digital marketing has fundamentally transformed how
organizations understand and influence consumer behavior. This systematic review …

Federated learning (FL) is very appealing for its privacy benefits: essentially, a global model
is trained with updates computed on mobile devices while keeping the data of users local …

Summingbird is an open-source domain-specific language implemented in Scala and
designed to integrate online and batch MapReduce computations in a single framework …

SEPTEMBER/OCTOBER 2017 61 same database, everything would be hunky dory,
right?(Short answer: it's an improvement but not a panacea; don't buy the hype completely.) …

Online federated learning (OFL) and online transfer learning (OTL) are two collaborative
paradigms for overcoming modern machine learning challenges such as data silos …

With the explosion of big data, processing large numbers of continuous data streams, ie, big
data stream processing (BDSP), has become a crucial requirement for many scientific and …

Utilizing cloud for common and critical computing infrastructures has already become the
norm across the board. The rapid evolvement of the underlying cloud infrastructure and the …

Because of everyone's involvement in social networks, social networks are full of massive
multimedia data, and events are got released and disseminated through social networks in …