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Dynamic Autoscaling and Scheduling in Kubernetes Clusters with LSTM and ILP
Journal of Communications Software and SystemsContainerized applications provide benefits such as portability, security, and faster deployment, enabling organizations to adapt swiftly to dynamic business needs.
Somashekar Patil +2 more
doaj +1 more source
Balanced Leader Distribution Algorithm in Kubernetes Clusters
Sensors, 2021 Container-based virtualization is becoming a de facto way to build and deploy applications because of its simplicity and convenience. Kubernetes is a well-known open-source project that provides an orchestration platform for containerized applications ...
Nguyen Dinh Nguyen, Taehong Kim
doaj +1 more source
Perspectives On Machine Learning Inference Serving in Real‐World Settings
Software: Practice and Experience, Volume 56, Issue 6, Page 734-757, June 2026.ABSTRACT Introduction As machine learning (ML)‐enabled systems become increasingly prevalent across industries, the engineering challenges of deploying and maintaining them in production have emerged as critical. The existing engineering knowledge base often derives from conceptual frameworks or case studies conducted by large technology companies ...
Dennis Muiruri +3 more
wiley +1 more source
On Optimized Scheduling Scheme for Rapid Pod Autoscaling in Kubernetes
Applied SciencesKubernetes, an open-source project initiated by Google for managing and organizing containers in cloud platforms, has become the preferred choice for deploying large-scale containerized microservice architectures.
Bowen Zhou +3 more
doaj +1 more source
DOCKER AND GOOGLE KUBERNETICS.
International Journal of Advanced Research, 2018 In today?s world, every customer is thinking of agility, parallel development and reducing cost, especially infrastructure cost and operational cost. We have seen SOA world where we have written code and multiple services talk to each other?s for a business use case, but sometimes we end up with one big code base which is monolithic in nature and ...
openaire +2 more sources
A role for core facilities in improving research rigour
Journal of Microscopy, Volume 302, Issue 3, Page 256-266, June 2026.Abstract Scientific reproducibility is an ethical and societal responsibility. Discussions of reproducibility and repeatability often focus on the roles of stakeholders in the scientific process, including researchers, publishers, and funders. Core facility staff have distinct functions in research planning, training, interpretation and oversight which
Alison J. North, Kurt I. Anderson
wiley +1 more source
Computer Applications in Engineering Education, Volume 34, Issue 3, May 2026.ABSTRACT Massive Open Online Courses (MOOCs) have established a new paradigm in education, enabling asynchronous, remote learning. Although MOOCs offer diverse educational content to students, comprehensive and realistic education requires hands‐on training.
Manuel J. Gomez +6 more
wiley +1 more source
High-Confidence ComputingWith the rapid advancement of cloud technologies, cloud services have enormously contributed to the cloud community for application development life-cycle.
Jannatun Noor +5 more
doaj +1 more source
Advanced Quantum Technologies, Volume 9, Issue 5, May 2026.ABSTRACT Quantum‐native communication systems are reshaping secure, programmable, and coherence‐aware networking beyond the classical paradigm. As intelligent physical infrastructures, ranging from unmanned aerial vehicle swarms to satellite Quantum Key Distribution (QKD) platforms, demand trust, synchronization, and ultra‐reliability, conventional ...
Shakil Ahmed +2 more
wiley +1 more source