Answer – A
Option A is CORRECT because creating a RAID 0 array allows you to achieve a higher performance level for a file system than you can provision on a single Amazon EBS volume, and the resulting size of a RAID 0 array is the sum of the sizes of the volumes within it. The bandwidth is the sum of the available bandwidth of the volumes within it.
Option B is incorrect because ephemeral storage may not always have consistent and reliable I/O performance given by PIOPS EBS Volumes.
Option C is incorrect because (a) instance bandwidth is not an issue, and (b) auto-scaling with spot instances will not increase the IOPS of the EBS volumes.
Option D is incorrect because launching the instances in a placement group does not increase the IOPS of the EBS volumes. It only increases the overall network performance.
More information on EBS with RAID Configuration
With Amazon EBS, you can use any of the standard RAID configurations that you can use with a traditional bare metal server, as long as the operating system for your instance supports that particular RAID configuration. This is because all RAID is accomplished at the software level. For greater I/O performance than you can achieve with a single volume, RAID 0 can stripe multiple volumes together; for on-instance redundancy, RAID 1 can mirror two volumes together.
An example of better throughout with RAID 0 configuration is also given in the AWS documentation.
The resulting size of a RAID 0 array is the sum of the sizes of the volumes within it, and the bandwidth is the sum of the available bandwidth of the volumes within it. The resulting size and bandwidth of a RAID 1 array are equal to the size and bandwidth of the volumes in the array. For example, two 500 GiB Amazon EBS io1 volumes with 4,000 provisioned IOPS each will create a 1000 GiB RAID 0 array with an available bandwidth of 8,000 IOPS and 1,000 MB/s of throughput or a 500 GiB RAID 1 array with an available bandwidth of 4,000 IOPS and 500 MB/s of throughput.
For more information on RAID configuration, please visit the below URL-
http://docs.aws.amazon.com/AWSEC2/latest/UserGuide/raid-config.html