Reducing the need for human intervention
Posted: Sun Feb 09, 2025 7:04 am
Automation can also play a key role in managing workload allocation to support scalability. For example, AI-based platforms can dynamically assess resource needs and distribute processes across additional resources to avoid overload and maximize performance. When outages or performance drops below acceptable levels occur, automated systems can identify these issues in real time and facilitate the reallocation or acquisition of additional resources.
in the scaling process significantly increases the speed of scaling and improves reliability. Systems based on automated and proven processes avoid downtime and performance issues that can arise due to human error.
For businesses, each of these factors increases agility and flexibility, which are fundamental elements of hyperscalability. With automated workflows, businesses can rebuild systems with greater speed and reliability.
How Automation Eliminates Security Risks
While hyperscalability offers companies of all sizes the potential for increased efficiency, it also creates security risks. Automation can help keep systems secure as they hyperscale.
Increased complexity is one of the factors inherent in hyperscalability that leads to increased security risks. As a system expands, the attack surface increases, and each additional component adds potential vulnerabilities that must be addressed and protected.
The risk of misconfiguration also increases as poland mobile database system scales. Recent research has shown that misconfiguration is a very common attack vector, accounting for 11% of attacks on cloud infrastructures, according to IBM’s “Cost of a Data Breach Report 2023.” Only phishing and credential theft or compromise are more common.
The primary security benefit of automation is the ability to reduce the risks associated with human involvement, as human error accounts for 74% of cybersecurity breaches, according to Verizon’s 2023 Data Breach Investigations Report. The risk of the most common types of breaches is significantly reduced by implementing automation, which reduces the reliance on humans, especially in security-related processes.
in the scaling process significantly increases the speed of scaling and improves reliability. Systems based on automated and proven processes avoid downtime and performance issues that can arise due to human error.
For businesses, each of these factors increases agility and flexibility, which are fundamental elements of hyperscalability. With automated workflows, businesses can rebuild systems with greater speed and reliability.
How Automation Eliminates Security Risks
While hyperscalability offers companies of all sizes the potential for increased efficiency, it also creates security risks. Automation can help keep systems secure as they hyperscale.
Increased complexity is one of the factors inherent in hyperscalability that leads to increased security risks. As a system expands, the attack surface increases, and each additional component adds potential vulnerabilities that must be addressed and protected.
The risk of misconfiguration also increases as poland mobile database system scales. Recent research has shown that misconfiguration is a very common attack vector, accounting for 11% of attacks on cloud infrastructures, according to IBM’s “Cost of a Data Breach Report 2023.” Only phishing and credential theft or compromise are more common.
The primary security benefit of automation is the ability to reduce the risks associated with human involvement, as human error accounts for 74% of cybersecurity breaches, according to Verizon’s 2023 Data Breach Investigations Report. The risk of the most common types of breaches is significantly reduced by implementing automation, which reduces the reliance on humans, especially in security-related processes.