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VScaler: Autonomic Virtual Machine Scaling

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Inferred edges come from two machine sources: sweeps of open repository metadata (mostly SSRN and Zenodo), and a bulk OpenAlex citation snapshot. Every row below is labelled with the one it came from. Neither is a complete citation index — absence here is not evidence of absence.

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/cpe.2864openalex-snapshot
Applying reinforcement learning towards automating resource allocation and application scalability in the cloud
inferredcites →https://doi.org/10.1007/978-3-642-29219-4_2openalex-snapshot
Elastic Virtual Machine for Fine-Grained Cloud Resource Provisioning
inferredcites →https://doi.org/10.1109/cloud.2012.12openalex-snapshot
SmartScale: Automatic Application Scaling in Enterprise Clouds
inferredcites →https://doi.org/10.1109/mascots.2011.47openalex-snapshot
A Distributed Self-Learning Approach for Elastic Provisioning of Virtualized Cloud Resources
inferredcites →https://doi.org/10.1145/1555228.1555263openalex-snapshot
VCONF
inferredcites →https://doi.org/10.1145/2038916.2038921openalex-snapshot
CloudScale
inferredcites →https://doi.org/10.1145/2169090.2169092openalex-snapshot
Nobody ever got fired for using Hadoop on a cluster
inferredcites →https://doi.org/10.1613/jair.301openalex-snapshot
Reinforcement Learning: A Survey

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1007/978-3-319-22885-3_30openalex-snapshot
Vertical Scaling Capability of OpenStack
inferred← citeshttps://doi.org/10.1007/s00521-018-3528-8openalex-snapshot
NFC-ARP: neuro-fuzzy controller for adaptive resource provisioning in virtualized environments
inferred← citeshttps://doi.org/10.1007/s10586-021-03385-2openalex-snapshot
A two-stage virtual machine abnormal behavior-based anomaly detection mechanism
inferred← citeshttps://doi.org/10.1007/s10586-023-03983-2openalex-snapshot
Energy-aware QoS-based dynamic virtual machine consolidation approach based on RL and ANN
inferred← citeshttps://doi.org/10.1007/s11227-018-2387-5openalex-snapshot
Learning-based dynamic scalable load-balanced firewall as a service in network function-virtualized cloud computing environments
inferred← citeshttps://doi.org/10.1016/j.jpdc.2018.12.002openalex-snapshot
ACAS: An anomaly-based cause aware auto-scaling framework for clouds
inferred← citeshttps://doi.org/10.1109/cloud.2014.42openalex-snapshot
Towards Dynamic Application Distribution Support for Performance Optimization in the Cloud
inferred← citeshttps://doi.org/10.1109/cloud.2014.69openalex-snapshot
Lightweight Automatic Resource Scaling for Multi-tier Web Applications
inferred← citeshttps://doi.org/10.1109/cloud.2018.00012openalex-snapshot
Toward Cost-Effective Memory Scaling in Clouds: Symbiosis of Virtual and Physical Memory
inferred← citeshttps://doi.org/10.1109/ic2e48712.2020.00019openalex-snapshot
RLSK: A Job Scheduler for Federated Kubernetes Clusters based on Reinforcement Learning
inferred← citeshttps://doi.org/10.1109/jsac.2019.2959263openalex-snapshot
Management and Orchestration of Virtual Network Functions via Deep Reinforcement Learning
inferred← citeshttps://doi.org/10.1109/saso.2014.29openalex-snapshot
Runtime Vertical Scaling of Virtualized Applications via Online Model Estimation
inferred← citeshttps://doi.org/10.1109/tbdata.2020.3035522openalex-snapshot
Memory Scaling of Cloud-Based Big Data Systems: A Hybrid Approach
inferred← citeshttps://doi.org/10.1109/tpds.2020.3025914openalex-snapshot
ADRL: A Hybrid Anomaly-Aware Deep Reinforcement Learning-Based Resource Scaling in Clouds
inferred← citeshttps://doi.org/10.1109/tpds.2022.3170834openalex-snapshot
State Space Model and Queuing Network Based Cloud Resource Provisioning for Meshed Web Systems
inferred← citeshttps://doi.org/10.1109/tpds.2025.3559021openalex-snapshot
ChunkFunc: Dynamic SLO-Aware Configuration of Serverless Functions
inferred← citeshttps://doi.org/10.1109/tsc.2014.2381237openalex-snapshot
Design Support for Performance Aware Dynamic Application (Re-)Distribution in the Cloud
inferred← citeshttps://doi.org/10.1109/tsc.2015.2499770openalex-snapshot
Self-Adaptive Trade-off Decision Making for Autoscaling Cloud-Based Services
inferred← citeshttps://doi.org/10.1145/3127479.3127491openalex-snapshot
A policy-based system for dynamic scaling of virtual machine memory reservations
inferred← citeshttps://doi.org/10.1145/3148149openalex-snapshot
Auto-Scaling Web Applications in Clouds
inferred← citeshttps://doi.org/10.1145/3190507openalex-snapshot
A Survey and Taxonomy of Self-Aware and Self-Adaptive Cloud Autoscaling Systems
inferred← citeshttps://doi.org/10.1145/3212709openalex-snapshot
inferred← citeshttps://doi.org/10.1145/3335484.3335513openalex-snapshot
DeepJS
inferred← citeshttps://doi.org/10.1145/3337956openalex-snapshot
Performance-Aware Management of Cloud Resources
inferred← citeshttps://doi.org/10.1155/2015/215147openalex-snapshot
A New Resources Provisioning Method Based on QoS Differentiation and VM Resizing in IaaS
inferred← citeshttps://doi.org/10.22360/springsim.2016.hpc.051openalex-snapshot
Server Consolidation for Internet Applications in Virtualized Data Centers
inferred← citeshttps://doi.org/10.25916/sut.26256014openalex-snapshot
SwinFlow-Cloud Workflow System - architecture, design, and implementation
inferred← citeshttps://doi.org/10.26562/irjcs.2025.v1209.19openalex-snapshot
Next Generation Energy-Aware In-house Wi-Fi Router based Computing Strategy for handling Large-Scale workloads
inferred← citeshttps://doi.org/10.48550/arxiv.1604.08330openalex-snapshot
Server Consolidation for Internet Applications in Virtualized Data Centers
inferred← citeshttps://doi.org/10.48550/arxiv.1608.04030openalex-snapshot
Self-Aware and Self-Adaptive Autoscaling for Cloud Based Services
inferred← citeshttps://doi.org/10.48550/arxiv.1609.09224openalex-snapshot
Auto-scaling Web Applications in Clouds: A Taxonomy and Survey
inferred← citeshttps://doi.org/10.48550/arxiv.1808.02254openalex-snapshot
Performance-Aware Management of Cloud Resources: A Taxonomy and Future Directions
inferred← citeshttps://doi.org/10.70675/0f1cc913za698z4340z9458zb64c8164d2a2openalex-snapshot
Smart management of renewable energy in clouds : from infrastructure to application
inferred← citeshttps://doi.org/10.70675/b2853f0bz2923z45a2z9e18zcb2dd41f7641openalex-snapshot
Cooperative resource management in the cloud
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