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researcher

Matteo Collina

2 papers hereh-index 4255 citations11 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • last author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.SE2

identity via Semantic Scholar / OpenAlex

works on
probabilistic modeling 1state migration 1telemetry analysis 1upgrade risk 1workflow engines 1

From the 1 of 2 linked papers with an AI index.

collaborators

2 papers

cs.SE2026

A Telemetry-Driven Model for Quantifying Upgrade Risk in Durable Workflow Execution

Luca Maraschi, Matteo Collina

The paper introduces a probabilistic model that uses existing workflow telemetry to assess the risk of upgrading in‑flight durable workflow runs, providing a quantitative Upgrade R…

cs.SE2026

Predictive Autoscaling for Node.js on Kubernetes: Lower Latency, Right-Sized Capacity

Ivan Tymoshenko, Luca Maraschi, Matteo Collina

Kubernetes offers two default paths for scaling Nodejs workloads, and both have structural limitations. The Horizontal Pod Autoscaler scales on CPU utilization, which does not dire…

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