1. Computer Architecture, Appendix D
Storage Systems-
Computer Architecture, A Quantitative Approach,
Fifth Edition,
John L. Hennessy and David A. Patterson, 2011.
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-- When We are No More:
How Digital Memory Will Shape Our Future,
by Abby Smith Rumsey, 2016.
Excerpt: When distracted ... we fail to build the vital repertoire of knowledge and experience that may be of use to us in the future. And it is the future that is at stake. For memory is not about the past. It is about the future.
2. Access Time Gap
DRAM latency is about 100,000 times less than disk, but costs 30 to 150 times more per gigabyte.
Disk: 600 GB, $400, 200 MB/sec
DRAM: 4 GB, $200, 16,000 MB/sec (80 times faster than disk)
Bandwidth per GB: 12,000 times higher for DRAM
Bandwidth per dollar: 160 times higher
3. Access Time Gap - update
B. Warabak, Dec. 2016
4. Upload or Ship It?
Should You Upload
or Ship Big Data to the Cloud?,
Sachin Date, CACM, July 2016.
equation (1) (missing from the paper):
TimeTransit_hours = 16; TimeOverhead = 48; SpeedIn_MB = 160; SpeedOut_MB = 160;
% ship it
%
TransferTime_hours = VolumeContent_MB / (3600 * SpeedIn_MB) + TimeTransit_hours
+ VolumeContent_MB / (3600 * SpeedOut_MB) + TimeOverhead;
% upload @ 100 Mbps
%
UploadTime_hours = VolumeContent_MB / (3600 * (100/8));
5. Upload or Ship It - Zoom
6. Genomic Data
Computational Biology in the 21st Century, Bonnie Berger, Noah M. Daniels, and Y. William Yu, CACM, August 2016.
7. RAID
8. RAID Levels 4, 5, 6
https://en.wikipedia.org/wiki/Standard_RAID_levels
9. RAID Level 6 Example
10. Linux mdadm Example
# df Filesystem 1K-blocks Used Available Use% Mounted on /dev/md1 32858920 4738524 27785324 15% / tmpfs 4024308 336 4023972 1% /dev/shm /dev/md2 70429036 50379700 16465084 76% /home /dev/sde1 70430128 57635932 9209892 87% /a /dev/sdf1 61403764 23268544 35009432 40% /media/SD10 # mdadm --misc --detail /dev/md1 /dev/md1: Version : 1.0 Creation Time : Sun May 27 17:03:43 2012 Raid Level : raid1 Array Size : 33516472 (31.96 GiB 34.32 GB) Used Dev Size : 33516472 (31.96 GiB 34.32 GB) Raid Devices : 2 Total Devices : 2 Persistence : Superblock is persistent Intent Bitmap : Internal Update Time : Tue Aug 9 09:34:48 2016 State : clean Active Devices : 2 Working Devices : 2 Failed Devices : 0 Spare Devices : 0 Name : vecr.ece.villanova.edu:1 (local to host vecr.ece.villanova.edu) UUID : 3ee16fb8:8ae32795:73708c46:69d25403 Events : 6382 Number Major Minor RaidDevice State 0 8 2 0 active sync /dev/sda2 1 8 18 1 active sync /dev/sdb2 #