Cloud and security research notes
Numbers with their
denominators.
The useful number is rarely the headline. These notes put published cloud and security research beside the measurements worth tracking in your own systems.
01 / Cloud security
Cloud security
adoption and scaleCloud security adoption and scale statisticsEvidence + measurement framework ↗security riskCloud security security risk statisticsEvidence + measurement framework ↗cost and efficiencyCloud security cost and efficiency statisticsEvidence + measurement framework ↗operations and reliabilityCloud security operations and reliability statisticsEvidence + measurement framework ↗maturity and governanceCloud security maturity and governance statisticsEvidence + measurement framework ↗
02 / AWS security
AWS security
adoption and scaleAWS security adoption and scale statisticsEvidence + measurement framework ↗security riskAWS security security risk statisticsEvidence + measurement framework ↗cost and efficiencyAWS security cost and efficiency statisticsEvidence + measurement framework ↗operations and reliabilityAWS security operations and reliability statisticsEvidence + measurement framework ↗maturity and governanceAWS security maturity and governance statisticsEvidence + measurement framework ↗
03 / Azure security
Azure security
adoption and scaleAzure security adoption and scale statisticsEvidence + measurement framework ↗security riskAzure security security risk statisticsEvidence + measurement framework ↗cost and efficiencyAzure security cost and efficiency statisticsEvidence + measurement framework ↗operations and reliabilityAzure security operations and reliability statisticsEvidence + measurement framework ↗maturity and governanceAzure security maturity and governance statisticsEvidence + measurement framework ↗
04 / Google Cloud security
Google Cloud security
adoption and scaleGoogle Cloud security adoption and scale statisticsEvidence + measurement framework ↗security riskGoogle Cloud security security risk statisticsEvidence + measurement framework ↗cost and efficiencyGoogle Cloud security cost and efficiency statisticsEvidence + measurement framework ↗operations and reliabilityGoogle Cloud security operations and reliability statisticsEvidence + measurement framework ↗maturity and governanceGoogle Cloud security maturity and governance statisticsEvidence + measurement framework ↗
05 / Kubernetes
Kubernetes
adoption and scaleKubernetes adoption and scale statisticsEvidence + measurement framework ↗security riskKubernetes security risk statisticsEvidence + measurement framework ↗cost and efficiencyKubernetes cost and efficiency statisticsEvidence + measurement framework ↗operations and reliabilityKubernetes operations and reliability statisticsEvidence + measurement framework ↗maturity and governanceKubernetes maturity and governance statisticsEvidence + measurement framework ↗
06 / Container security
Container security
adoption and scaleContainer security adoption and scale statisticsEvidence + measurement framework ↗security riskContainer security security risk statisticsEvidence + measurement framework ↗cost and efficiencyContainer security cost and efficiency statisticsEvidence + measurement framework ↗operations and reliabilityContainer security operations and reliability statisticsEvidence + measurement framework ↗maturity and governanceContainer security maturity and governance statisticsEvidence + measurement framework ↗
07 / Identity and access management
Identity and access management
adoption and scaleIdentity and access management adoption and scale statisticsEvidence + measurement framework ↗security riskIdentity and access management security risk statisticsEvidence + measurement framework ↗cost and efficiencyIdentity and access management cost and efficiency statisticsEvidence + measurement framework ↗operations and reliabilityIdentity and access management operations and reliability statisticsEvidence + measurement framework ↗maturity and governanceIdentity and access management maturity and governance statisticsEvidence + measurement framework ↗
08 / DevSecOps
DevSecOps
adoption and scaleDevSecOps adoption and scale statisticsEvidence + measurement framework ↗security riskDevSecOps security risk statisticsEvidence + measurement framework ↗cost and efficiencyDevSecOps cost and efficiency statisticsEvidence + measurement framework ↗operations and reliabilityDevSecOps operations and reliability statisticsEvidence + measurement framework ↗maturity and governanceDevSecOps maturity and governance statisticsEvidence + measurement framework ↗
09 / Software supply chain security
Software supply chain security
adoption and scaleSoftware supply chain security adoption and scale statisticsEvidence + measurement framework ↗security riskSoftware supply chain security security risk statisticsEvidence + measurement framework ↗cost and efficiencySoftware supply chain security cost and efficiency statisticsEvidence + measurement framework ↗operations and reliabilitySoftware supply chain security operations and reliability statisticsEvidence + measurement framework ↗maturity and governanceSoftware supply chain security maturity and governance statisticsEvidence + measurement framework ↗
10 / Vulnerability management
Vulnerability management
adoption and scaleVulnerability management adoption and scale statisticsEvidence + measurement framework ↗security riskVulnerability management security risk statisticsEvidence + measurement framework ↗cost and efficiencyVulnerability management cost and efficiency statisticsEvidence + measurement framework ↗operations and reliabilityVulnerability management operations and reliability statisticsEvidence + measurement framework ↗maturity and governanceVulnerability management maturity and governance statisticsEvidence + measurement framework ↗
11 / API security
API security
adoption and scaleAPI security adoption and scale statisticsEvidence + measurement framework ↗security riskAPI security security risk statisticsEvidence + measurement framework ↗cost and efficiencyAPI security cost and efficiency statisticsEvidence + measurement framework ↗operations and reliabilityAPI security operations and reliability statisticsEvidence + measurement framework ↗maturity and governanceAPI security maturity and governance statisticsEvidence + measurement framework ↗
12 / Penetration testing
Penetration testing
adoption and scalePenetration testing adoption and scale statisticsEvidence + measurement framework ↗security riskPenetration testing security risk statisticsEvidence + measurement framework ↗cost and efficiencyPenetration testing cost and efficiency statisticsEvidence + measurement framework ↗operations and reliabilityPenetration testing operations and reliability statisticsEvidence + measurement framework ↗maturity and governancePenetration testing maturity and governance statisticsEvidence + measurement framework ↗
13 / SOC 2 readiness
SOC 2 readiness
adoption and scaleSOC 2 readiness adoption and scale statisticsEvidence + measurement framework ↗security riskSOC 2 readiness security risk statisticsEvidence + measurement framework ↗cost and efficiencySOC 2 readiness cost and efficiency statisticsEvidence + measurement framework ↗operations and reliabilitySOC 2 readiness operations and reliability statisticsEvidence + measurement framework ↗maturity and governanceSOC 2 readiness maturity and governance statisticsEvidence + measurement framework ↗
14 / Compliance automation
Compliance automation
adoption and scaleCompliance automation adoption and scale statisticsEvidence + measurement framework ↗security riskCompliance automation security risk statisticsEvidence + measurement framework ↗cost and efficiencyCompliance automation cost and efficiency statisticsEvidence + measurement framework ↗operations and reliabilityCompliance automation operations and reliability statisticsEvidence + measurement framework ↗maturity and governanceCompliance automation maturity and governance statisticsEvidence + measurement framework ↗
15 / DevOps
DevOps
adoption and scaleDevOps adoption and scale statisticsEvidence + measurement framework ↗security riskDevOps security risk statisticsEvidence + measurement framework ↗cost and efficiencyDevOps cost and efficiency statisticsEvidence + measurement framework ↗operations and reliabilityDevOps operations and reliability statisticsEvidence + measurement framework ↗maturity and governanceDevOps maturity and governance statisticsEvidence + measurement framework ↗
16 / Platform engineering
Platform engineering
adoption and scalePlatform engineering adoption and scale statisticsEvidence + measurement framework ↗security riskPlatform engineering security risk statisticsEvidence + measurement framework ↗cost and efficiencyPlatform engineering cost and efficiency statisticsEvidence + measurement framework ↗operations and reliabilityPlatform engineering operations and reliability statisticsEvidence + measurement framework ↗maturity and governancePlatform engineering maturity and governance statisticsEvidence + measurement framework ↗
17 / Site reliability engineering
Site reliability engineering
adoption and scaleSite reliability engineering adoption and scale statisticsEvidence + measurement framework ↗security riskSite reliability engineering security risk statisticsEvidence + measurement framework ↗cost and efficiencySite reliability engineering cost and efficiency statisticsEvidence + measurement framework ↗operations and reliabilitySite reliability engineering operations and reliability statisticsEvidence + measurement framework ↗maturity and governanceSite reliability engineering maturity and governance statisticsEvidence + measurement framework ↗
18 / Cloud cost and FinOps
Cloud cost and FinOps
adoption and scaleCloud cost and FinOps adoption and scale statisticsEvidence + measurement framework ↗security riskCloud cost and FinOps security risk statisticsEvidence + measurement framework ↗cost and efficiencyCloud cost and FinOps cost and efficiency statisticsEvidence + measurement framework ↗operations and reliabilityCloud cost and FinOps operations and reliability statisticsEvidence + measurement framework ↗maturity and governanceCloud cost and FinOps maturity and governance statisticsEvidence + measurement framework ↗
19 / MLOps
MLOps
adoption and scaleMLOps adoption and scale statisticsEvidence + measurement framework ↗security riskMLOps security risk statisticsEvidence + measurement framework ↗cost and efficiencyMLOps cost and efficiency statisticsEvidence + measurement framework ↗operations and reliabilityMLOps operations and reliability statisticsEvidence + measurement framework ↗maturity and governanceMLOps maturity and governance statisticsEvidence + measurement framework ↗
20 / AI security
AI security
adoption and scaleAI security adoption and scale statisticsEvidence + measurement framework ↗security riskAI security security risk statisticsEvidence + measurement framework ↗cost and efficiencyAI security cost and efficiency statisticsEvidence + measurement framework ↗operations and reliabilityAI security operations and reliability statisticsEvidence + measurement framework ↗maturity and governanceAI security maturity and governance statisticsEvidence + measurement framework ↗
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