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Multi-Expert Consensus
Why Dependency-Aware Auto-Scaling Matters in Serverless Computing
A research summary of my SAGE paper on dependency-aware serverless auto-scaling, multi-expert consensus, workload forecasting, and cost-aware resource allocation.
Mobina Kashaniyan
Posted Jul 2, 2026
Research Summary
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Cloud Computing
,
Artificial Intelligence
An Auto-Scaling Approach for Serverless Environments Based on a Multi-Expert Consensus Mechanism
A dependency-aware auto-scaling framework for serverless computing using multi-expert consensus, workload forecasting, ensemble learning, and cost-aware resource allocation.
Mobina Kashaniyan
,
Mehrdad Ashtiani
,
Amirhossein Ghassemi
Posted Jun 23, 2026
Journal Article
PDF
DOI
PDF
Official SAGE Page
Google Scholar
Research Summary