English (United Kingdom)

https://curated-unify.zendy.io/wp-json/zendy-region/v1/featured_content/oa?rat=en

https://curated-unify.zendy.io/wp-json/zendy-region/v1/highlighted_journal/

Zendy Plus

Presents the access of premium content as premium feature

Premium Content

Presents the keyphrase highlighting as premium feature

Keyphrase Highlighting

Presents the summarisation as premium feature

Summarisation

Insights

Presents the pdf analysis as premium feature

PDF Analysis

Presents the zaia usage as premium feature

ZAIA

Zendy Tools

Zendy Open

There has been an increasing interest in and growing need for highperformance computing (HPC), popularly known as supercomputing, in domains suchas textual analytics, business domains analytics, forecasting and naturallanguage processing (NLP), in addition to the relatively mature supercomputingdomains of quantum physics and biology. HPC has been widely used in computerscience (CS) and other traditionally computation intensive disciplines, but hasremained largely siloed away from the vast array of social, behavioral,business and economics disciplines. However, with ubiquitous big data, there isa compelling need to make HPC technologically and economically accessible, easyto use, and operationally democratized. Therefore, this research focuses onmaking two key contributions, the first is the articulation of strategies basedon availability, accessibility and usability for the demystification anddemocratization of HPC, based on an analytical review of Caliburn, a notablesupercomputer at its inception. The second contribution is a set of principlesfor HPC adoption based on an experiential narrative of HPC usage for textualanalytics and NLP of social media data from a first time user perspective.Both, the HPC usage process and the output of the early stage analytics aresummarized. This research study synthesizes expert input on HPC democratizationstrategies, and chronicles the challenges and opportunities from amultidisciplinary perspective, of a case of rapid adoption of supercomputingfor textual analytics and NLP. Deductive logic is used to identify strategieswhich can lead to efficacious engagement, adoption, production and sustainedusage for research, teaching, application and innovation by researchers,faculty, professionals and students across a broad range of disciplines.

Strategies for Democratization of Supercomputing: Availability,  Accessibility and Usability of High Performance Computing for Education and  Practice of Big Data Analytics