PAX: Partition-Aware Autoscaling for the Cassandra NoSQL Database
, 2018 <p>Apache Cassandra has emerged as one of the most widely adopted NoSQL databases. However, there is still a limited understanding on how to optimally operate Cassandra in the cloud using autoscaling methods, by which resources can be scaled up or ...
Rajkumar Buyya +5 more
core +1 more source
Preprint: MAS-H2: A Hierarchical Multi-Agent System for Holistic Cloud-Native Autoscaling
Autoscaling in cloud-native platforms like Kubernetes is reactive and metric-driven, leading to a strategic void problem. This comes from the decoupling of higher-level business policies from lower-level resource provisioning. The strategic void, coupled
Hamed Hamzeh, Parisa Vahdatian
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Enabling autoscaling for in-memory storage in cluster computing framework [PDF]
, 2019 2019 Spring.Includes bibliographical references.IoT enabled devices and observational instruments continuously generate voluminous data. A large portion of these datasets are delivered with the associated geospatial locations.
Shrestha, Bibek Raj, author +3 more
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An intelligent model for supporting edge migration for virtual function chains in next generation internet of things. [PDF]
Sci Rep, 2023 Tsakanikas V +4 more
europepmc +1 more source
A Survey on Graph Neural Networks for Microservice-Based Cloud Applications. [PDF]
Sensors (Basel), 2022 Nguyen HX, Zhu S, Liu M.
europepmc +1 more source
Leaving Nothing to Chance: Modeling the Proactive Structuration of a New Technology [PDF]
Adaptive structuration theory (AST, DeSanctis and Poole 1994) describes how people come to understand and use a technology. In this paper we develop the idea of proactive structuration--how social networking can be proactively managed in order to speed ...
Fuller, Mark A. +2 more
core
The Effects of Autoscaling in Cloud Computing
, 2018 Web-based firms often rely on cloud-based computational resources to serve customers, but the number of customers they will serve is rarely known at the time of product launch.
Amin Sayedi +2 more
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Optimized Autoscaling of Cloud Native Applications
, 2021 Software containers are changing the way distributed applications are executedand managed on cloud computing resources. Autoscaling allows containerizedapplications and services to run resiliently with high availability without the demandof user ...
Åsberg, Niklas
core
Adaptive Autoscaling Using Workload Forecasting
, 2021 Cloud computing environments must continuously adapt to fluctuating workload demands while maintaining service reliability and operational efficiency. Traditional static and reactive resource allocation approaches often struggle to respond effectively to
Ramineni, Vishnu +1 more
core
At the Confluence of Artificial Intelligence and Edge Computing in IoT-Based Applications: A Review and New Perspectives. [PDF]
Sensors (Basel), 2023 Bourechak A +5 more
europepmc +1 more source