Principal geodesic analysis of merge trees (and persistence diagrams)
This article presents a computational framework for the Principal Geodesic Analysis of
merge trees (MT-PGA), a novel adaptation of the celebrated Principal Component Analysis …
merge trees (MT-PGA), a novel adaptation of the celebrated Principal Component Analysis …
Wasserstein Auto-Encoders of Merge Trees (and Persistence Diagrams)
This paper presents a computational framework for the Wasserstein auto-encoding of merge
trees (MT-WAE), a novel extension of the classical auto-encoder neural network architecture …
trees (MT-WAE), a novel extension of the classical auto-encoder neural network architecture …
Current Status of Omics Studies Elucidating the Features of Reproductive Biology in Blood-Feeding Insects
Simple Summary Insect vectors are responsible for transmitting a range of diseases, leading
to significant mortality rates annually. Their behavior and physiology can undergo shifts due …
to significant mortality rates annually. Their behavior and physiology can undergo shifts due …
Starship: Mitigating i/o bottlenecks in serverless computing for scientific workflows
R Basu Roy, D Tiwari - Proceedings of the ACM on Measurement and …, 2024 - dl.acm.org
This work highlights the significance of I/O bottlenecks that data-intensive HPC workflows
face in serverless environments-an issue that has been largely overlooked by prior works …
face in serverless environments-an issue that has been largely overlooked by prior works …
Wasserstein Dictionaries of Persistence Diagrams
This article presents a computational framework for the concise encoding of an ensemble of
persistence diagrams, in the form of weighted Wasserstein barycenters Turner et al.(2014) …
persistence diagrams, in the form of weighted Wasserstein barycenters Turner et al.(2014) …
Static Evaluation of a Midimew Connected Torus Network for Next Generation Supercomputers
Many artificially intelligent systems solve complex health-and agriculture-related problems
that require great computational power. Such systems are used for tracking medical records …
that require great computational power. Such systems are used for tracking medical records …
Collaborative services for Crowd Safety systems across the Edge-Cloud Computing Continuum
Crowd or mass gatherings at various venues such as entertainment events or transportation
systems are faced by individuals on a daily basis. Crowd management for large-scale …
systems are faced by individuals on a daily basis. Crowd management for large-scale …
Web-based volunteer distributed computing for handling time-critical urgent workloads
N Brown, S Newby - 2022 First Combined International …, 2022 - ieeexplore.ieee.org
Urgent computing workloads are time critical, unpredictable, and highly dynamic. Whilst
efforts are on-going to run these on traditional HPC machines, another option is to leverage …
efforts are on-going to run these on traditional HPC machines, another option is to leverage …
Workflows to driving high-performance interactive supercomputing for urgent decision making
Interactive urgent computing is a small but growing user of supercomputing resources.
However there are numerous technical challenges that must be overcome to make …
However there are numerous technical challenges that must be overcome to make …
Workflows to Driving High-Performance Interactive Supercomputing for Urgent Decision Making
Interactive urgent computing is a small but growing user of supercomputing resources.
However there are numerous technical challenges that must be overcome to make …
However there are numerous technical challenges that must be overcome to make …