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Simple and lightweight library to overcome complex task

Customization of GWT's Request Factory code to overcome problems and allow integrations.

Bridge gaps and help overcome inconveniences with CompletableFuture. This module includes, among other features, methods to collect the results of multiple futures into a list, provides equivalent alternatives to CompletableFuture’s monadic methods (thenApply, thenCompose, etc.) that can deal with checked exceptions, and methods for asynchronous “try-with-resources” constructs.

CITA-Cloud is an open-source blockchain development framework. It is released under the Apache 2.0 license and provides an architecture and development tools for customization. Its aim is to overcome the scalability and programmability challenges of blockchain technology at the underlying level. Leveraging cloud-native capabilities, it allows flexible replacement of blockchain components. Research institutions can easily integrate and transform their research results. Ultimately, the goal is to achieve flexibility, openness, and interoperability at the underlying level of blockchain for different scenarios.

We propose two efficient algorithms for exploring topic diversity in large document corpora such as user generated content on the social web, bibliographic data, or other web repositories. Analyzing diversity is useful for obtaining insights into knowledge evolution, trends, periodicities, and topic heterogeneity of such collections. Calculating diversity statistics requires averaging over the similarity of all object pairs, which, for large corpora, is prohibitive from a computational point of view. Our proposed algorithms overcome the quadratic complexity of the average pair-wise similarity computation, and allow for constant time (depending on dataset properties) or linear time approximation with probabilistic guarantees.