Enabling serverless deployment of large-scale ai workloads

A Christidis, S Moschoyiannis, CH Hsu… - IEEE Access, 2020 - ieeexplore.ieee.org
… NoSQL data storage mediums [30], [31] with our techniques for optimising AI workloads, since
such workloads are … Gao et al., ‘‘Data motifs: A lens towards fully understanding big data

[HTML][HTML] A cloud-based architecture for explainable Big Data analytics using self-structuring Artificial Intelligence

N Mills, Z Issadeen, A Matharaarachchi… - … Artificial Intelligence, 2024 - Springer
… experimental perspective, toward optimising computational … We can see that the patterns
are consistent with the views … are not capable of handling analytical workloads. The platform’s …

Artificial intelligence and big data in sustainable entrepreneurship

SJ Bickley, A Macintyre, B Torgler - Journal of Economic …, 2024 - Wiley Online Library
… , society, and culture towards systems and actions that … With this understanding, we proceed
to examine the specific … BD’s extensive data analysis can uncover patterns and insights that …

[HTML][HTML] Keep calm and do not carry-forward: Toward sensor-data driven AI agent to enhance human learning

K Sharma, S Lee-Cultura, M Giannakos - … in Artificial Intelligence, 2022 - frontiersin.org
data has proven useful in explaining and predicting problem-solving performance and
problem-solving behavioral patterns. … of the results through the lens of RQ1, followed by design …

[PDF][PDF] AI-enabled Analysis and Control for Enhancing Data Transition and Movement

P Gonzalez-Guerrero, A Butko… - Position Papers for the …, 2021 - osti.gov
… and AI is a known method to finx patterns in complex data … architectures through the lens of
neuromorphic computing. … access novel data-flow architectures developed for AI workloads. …

Investigating Data Work Across Domains: New Perspectives on the Work of Creating Data

K Pine, C Bossen, N Holten Møller, M Miceli… - CHI Conference on …, 2022 - dl.acm.org
… types of data work are being added to the workloads of clerical … the public lens, and forms
of content moderation that involve the … identify key themes of the papers, using the list of key …

[PDF][PDF] A DATA-DRIVEN METHODOLOGY TOWARDS MOBILITY-AND TRAFFIC--RELATED BIG SPATIOTEMPORAL DATA FRAMEWORKS

PA FIGUEIRAS - 2021 - core.ac.uk
… ing and Data Mining is to deliver a set of tools and methods to extract automatically or
semiautomatically relevant and easy-to-understand insights, such as rules, patterns, irregularities, …

A structured approach towards big data identification

H Ahmed, MA Ismail - IEEE Transactions on Big Data, 2021 - ieeexplore.ieee.org
… In this regard, our proposed equations can assist in selective offloading of big data workloads,
… Gao et al., “Data motifs: A lens towards fully understanding Big Data and AI workloads,” in …

Challenges and Solutions for Integrating AI with Multi-Cloud Architectures

B Kumar - International Journal of Multidisciplinary Innovation and …, 2022 - ijmirm.com
… provides a structured lens through which to understand the … organizations to deploy AI
workloads closer to the data source, … Complex pricing models, unpredictable usage patterns, and …

Radiology, AI and big data: Challenges and opportunities for medical imaging

H Sakly, AS Ayres, SF Ferraciolli… - … of Artificial Intelligence …, 2023 - Springer
… original or intermediate data inputs, called as data motifs. For … and 47 big data and AI marks
for seven workload types: … 2018) Data motifs: a lens towards fully understanding big data and …