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Autoscaling Meaning

Autoscaling is a feature of cloud computing platforms that automatically adjusts the amount of compute resources allocated to an application based on real‑time demand. When usage spikes, the system provisions additional virtual machines or containers to handle the load; when demand subsides, it de‑provisions resources to save costs. This elasticity allows applications to maintain performance and availability without manual intervention.

There are two primary forms of autoscaling: vertical scaling, which adjusts the capacity of existing instances (for example by adding more CPU or memory), and horizontal scaling, which adds or removes instances. Policies can be based on metrics such as CPU utilization, request rate or custom application metrics. Cloud providers offer autoscaling services that integrate with load balancers and orchestration platforms to ensure seamless scaling.

Autoscaling helps organizations optimize spending by paying only for the resources they use while ensuring their applications meet service level objectives. In microservices architectures and containerized environments, orchestrators like Kubernetes manage autoscaling across clusters, making it a fundamental capability of cloud‑native systems.

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Important Disclaimer:

Finery Markets BVI Limited (“Finery Markets”) provides software, technology infrastructure, and related Information and Communication Technology (ICT) services on a Software-as-a-Service (“SaaS”) basis. Finery Markets acts solely as a software vendor and does not operate a trading platform, does not intermediate, match, execute, clear, or settle transactions, and does not engage in any activities that would require regulatory authorisation under applicable laws.

Finery Markets’ software is non-custodial and is provided exclusively to licensed institutional entities that act as independent operators of their own environments. All counterparties are solely responsible for establishing and maintaining their own bilateral trading and settlement relationships. Finery Markets is not a party to any such arrangements and assumes no responsibility for the conduct, verification, or compliance obligations of any users of the software.

Nothing on this website shall be construed as a financial promotion, investment advice, or an offer to engage in regulated activities. Access to and use of the software is strictly limited to clients who have entered into a software licensing agreement with Finery Markets. Persons located in jurisdictions where such access is restricted should not rely on this website or any of its contents.

Additional notice to UK visitors: This website and associated communications are not intended to constitute a financial promotion under The Financial Services and Markets Act 2000 (Financial Promotion) Order 2005 (as amended) and related guidance. Access to services provided by Finery Markets is limited to regulated entities, professional clients and eligible counterparties as set out by the Financial Conduct Authority. UK users are not permitted to use this website for the services of Finery Markets if they don't fall within these categories.