Multimodal Data Sharing, Analysis Workflows, and Biosample Discovery in a Global Consortium Approach: An Architectural Framework for Secure, Collaborative Data Analysis [PDF]
Alzheimers DementAbstract Background Biomedical research analysis often requires researchers to have advanced programming capabilities to query and harmonize datasets, build cohorts, and reproduce prior analyses in their own local environment. Extensive programming effort and familiarity with cloud services are required for executing workflows and pipelines across ...
Sureshkumar V.
europepmc +2 more sources
Towards delay-aware container-based Service Function Chaining in Fog Computing [PDF]
, 2020 Recently, the fifth-generation mobile network (5G) is getting significant attention. Empowered by Network Function Virtualization (NFV), 5G networks aim to support diverse services coming from different business verticals (e.g.
De Turck, Filip +3 more
core +2 more sources
Computational Strategies for Scalable Genomics Analysis. [PDF]
, 2019 The revolution in next-generation DNA sequencing technologies is leading to explosive data growth in genomics, posing a significant challenge to the computing infrastructure and software algorithms for genomics analysis.
Shi, Lizhen, Wang, Zhong
core +1 more source
A study on performance measures for auto-scaling CPU-intensive containerized applications [PDF]
, 2019 Autoscaling of containers can leverage performance measures from the different layers of the computational stack. This paper investigate the problem of selecting the most appropriate performance measure to activate auto-scaling actions aiming at ...
Casalicchio, Emiliano
core +1 more source
Perbandingan Kinerja Kubernetes Cluster dengan Virtualisasi KVM, Vagrant dan LXD
Jurnal Komputer Terapan, 2022 Perkembangan teknologi yang dapat mengemas sebuah aplikasi dan kebutuhannya dalam sebuah virtualisasi yang disebut container, oleh sebab itu dibutuhkan sebuah software yang dapat melakukan management terhadap container, salah satunya adalah docker ...
Muhammad Arif Fadhly Ridha +1 more
doaj +1 more source
K-TAHP: A Kubernetes Load Balancing Strategy Base on TOPSIS+AHP
IEEE Access, 2023 Kubernetes is an orchestration platform designed for containerized applications,allows the application provider to scale automatically to match the flfluctuating intensity of processing demand. Container cluster technology is used to encapsulate, isolate,
Rong Gao, Xiaolan Xie, Qiang Guo
doaj +1 more source
The evolution of bits and bottlenecks in a scientific workflow trying to keep up with technology: Accelerating 4D image segmentation applied to nasa data [PDF]
, 2019 In 2016, a team of earth scientists directly engaged a team of computer scientists to identify cyberinfrastructure (CI) approaches that would speed up an earth science workflow. This paper describes the evolution of that workflow as the two teams bridged
Altintas, I +13 more
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Proceedings of the 37th ACM/SIGAPP Symposium on Applied Computing, 2022 This paper presents RT-Kubernetes, a software architecture with the ability to deploy real-time software components within containers in cloud infrastructures. The deployment of containers with guaranteed CPU scheduling is obtained by using a hierarchical real-time scheduler based on the Linux SCHED_DEADLINE policy.
Fiori S., Abeni L., Cucinotta T.
openaire +2 more sources
Pan-cancer classifications of tumor histological images using deep learning [PDF]
, 2020 Histopathological images are essential for the diagnosis of cancer type and selection of optimal treatment. However, the current clinical process of manual inspection of images is time consuming and prone to intra- and inter-observer variability. Here we
Caruana, Dennis +8 more
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Managing Feature Compatibility in Kubernetes: Vendor Comparison and Analysis
IEEE Access, 2020 Kubernetes (k8s) is a kind of cluster operating system for cloud-native workloads that has become a de-facto standard for container orchestration. Provided by more than one hundred vendors, it has the potential to protect the customer from vendor lock-in.
Eddy Truyen +4 more
doaj +1 more source