Explanation: The most appropriate strategy for the log retention of a cloud service provider that requires its customer organizations to enable maximum audit logging for its data storage service and to retain the logs for the period of three months, given that the audit logging generates extremely high amount of logs, is to keep last week’s logs in an online storage and the rest in a near-line storage. Online storage is a type of storage that is directly accessible by the system or application, such as hard disk drives, solid state drives, or flash drives. Online storage is fast, convenient, and reliable, but it is also expensive and consumes more power. Near-line storage is a type of storage that is not directly accessible by the system or application, but can be made accessible within a short time, such as tape drives, optical disks, or removable media. Near-line storage is slower, less convenient, and less reliable than online storage, but it is also cheaper and consumes less power. By keeping last week’s logs in an online storage and the rest in a near-line storage, the cloud service provider can balance the trade-offs between performance, cost, and availability of the logs. The logs that are most likely to be accessed or analyzed are kept in the online storage, while the logs that are less likely to be accessed or analyzed are kept in the near-line storage. This way, the cloud service provider can meet the log retention requirement without wasting too much resources or compromising the security of the logs. Keeping all logs in an online storage, keeping all logs in an offline storage, or keeping last week’s logs in an online storage and the rest in an offline storage are not appropriate strategies for the log retention of the cloud service provider. Keeping all logs in an online storage would be too costly and inefficient, as it would consume too much disk space and power for logs that are rarely accessed or analyzed. Keeping all logs in an offline storage or keeping last week’s logs in an online storage and the rest in an offline storage would be too risky and inconvenient, as it would make the logs inaccessible or difficult to access in case of an audit, investigation, or incident response. Offline storage is a type of storage that is not accessible by the system or application, and requires manual intervention to access, such as archived tapes, disks, or media. References: Official (ISC)2 CISSP CBK Reference, Fifth Edition, Domain 7, Security Operations, page 697. CISSP All-in-One Exam Guide, Eighth Edition, Chapter 7, Security Operations, page 660.