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Google Compute Engine Future Reservations in Public Preview
Google recently introduced a new future reservation feature in public preview for its Compute Engine, allowing users to request compute capacity for a future date.
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Microsoft Announces Preview of On-Demand Capacity Reservations for Azure Virtual Machines
Recently, Microsoft announced the preview of on-demand capacity reservations for Azure Virtual Machines (VMs). With this new feature for VMs, customers can reserve more compute capacity.
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Improving Capacity Management in Kubernetes Clusters: Q&A with Mohamed Ahmed
InfoQ recently spoke with Mohamed Ahmed, the co-founder and CEO of Magalix, a Kubernetes optimization company, to discuss the critical discipline of capacity management across cloud-native infrastructure and applications.
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Web-Based Monte Carlo Simulation for Agile Estimation
A web-based tool for calculating project estimates using a Monte Carlo simulation was recently made publicly available. It was created in the hopes that agile teams will use it to facilitate conversations between scrum masters and product managers, focusing on realistic outcomes and not overly optimistic projections.
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Forecasting at Twitter
Arun Kejariwal, from Twitter, talked at Velocity Conf London last month about forecasting algorithms used at Twitter to proactively predict system resource needs as well as business metrics such as number of users or tweets. Given the dynamic nature of their data stream, they found that a refined ARIMA model works well once data is cleansed, including removal of outliers.