Access. Using a High-Performance Networking. Stack to integrate Storage Class Memory ... Direct Storage Access architecture: ..... simple remote access.
Access. Using a High-Performance Networking. Stack to integrate Storage Class Memory ... Software managed ... Can be lock free .... simple remote access.
IBM T.J. Watson Research Center. Yorktown Heights, NY 10598, USA. {praun, tcain, jdchoi, kryu}@us.ibm.com. Abstract ..... we call S-CMO. S-CMO relies ...
It is possible to make even more precise records of receiver class distributions by associating distributions with a stack of calling procedures enclosing a call site, ...
for their Big Data Analytics, Cloud computing, Virtualization,. Database and High Performance ... TruDDR4 Memory install
restore compatibility with storage options offered on ... tape drives and DVD optical drives. The ... vide higher throug
DRAM. Disk. âFast. âByte-addressable. âNon-Volatile. âDense. âCheap ... Treats large files and small data obje
done in the area of Storage Class Memory aware Data Management at IBM. .... At the other extreme, keeping all data on hard drives will be the least expensive, ...
from main memory and hard disk drives. .... Given a collection of storage devices with vastly different performance and cost characteristics, such as hard drives ...
attachment of storage devices to hosts by high bandwidth fiber channel storage ... The co-located SAN topology is best suited for a case when each server has a ...
May 2, 2000 - the unrealistic assumption that a machine trusted by all parties is ... secret sharing [GeMi 95], secure key agreement [BeCK1 98, Shou 99] and ... switching model for it, and we found that typical real-life protocols, even after the ...
Aug 25, 2005 - is easy to determine, and we find that a short recursive function com- ... Notation In this paper, âxâ denotes the greatest integer not more than x ...
KEYWORDS corticosterone, steroids, glutamatergic transmission, cell adhesion molecules, glucocorticoid receptors. Dr. Carmen Sandi. Fax: +34-91-398-62-87;.
WWW.LENOVO.COM. 1 866 426 6398. eXFlash memory-channel storage. Provides the lowest ... Enterprise customers are constan
3.3.3 DS firmware components and prerequisites . ...... IBM Midrange System Storage Copy Services Guide, SG24-7822. The team who wrote this ..... A SAN is a high-speed network that enables the establishment of switched, routed, or direct.
Mar 13, 2013 - Copies may be requested from IBM T. J. Watson Research Center , P. ... optimizations we employed to better exploit the P775 architecture. .... then schedules the runtime call outside the upc forall loop nest containing the ...
Recovery Guru window showing Replaced status icon . . . . . . . . . . . . . . . . . 91 ....
Use this guide to better understand the storage manager software and to perform.
software engineering, analytics and optimization, services innovation, and .... â¢Masters in Computer Science, Electric
Note: Before using this information and the product it supports, read the
information in “Notices” on page 115. This edition applies to Version 6.3.3 of IBM
Tivoli ...
Apr 13, 2010 - IBM System Storage DS8700 Release 5.1 (Easy Tier and SSDs) ...... of RAID-5 which provides data protectio
Apr 13, 2010 - 31,335.75. 32,998.24. Average Response Time (ms):. All ASUs. 0.95. 1.74 ... 950.00. $. 1120 Management Co
PhD in Machine Learning /Data Mining / Statistical Analysis with with ... Matlab, SAS, Weka) as well as big data process
want is infinite cheap storage capacity ($/GB) and immediate access (i.e. low ..... allows customers to develop deeper i
Oct 21, 2005 - We present a portable bug pattern customization tool defined on top ... These requirements lead to the definition of a minimal syntactic sugar ex ...
Jan 2013. Power & space in the server room .... Storage Class Memory. 7.
Science & Technology – IBM Almaden Research Center. Jan 2013. 2. 4. 6. 8. 10.
10ns.
Storage Class Memory Towards a disruptively low-cost solid-state non-volatile memory
Science & Technology Almaden Research Center
January 2013
Storage Class Memory
Power & space in the server room The cache/memory/storage hierarchy is rapidly becoming the bottleneck for large systems. We know how to create MIPS & MFLOPS cheaply and in abundance, but feeding them with data has become the performance-limiting and most-expensive part of a system (in both $ and Watts).
Extrapolation to 2020 (at 70% CGR need 2 GIOP/sec)
•5
million HDD
16,500 sq. ft. !! 22 Megawatts R. Freitas and W. Wilcke, Storage Class Memory: the next storage system technology –"Storage Technologies & Systems" special issue of the IBM Journal of R&D (2008)
2
Science & Technology – IBM Almaden Research Center
Jan 2013
Storage Class Memory
…yet critical applications are also undergoing a paradigm shift
Compute-centric paradigm
Data-centric paradigm
Main Focus: Solve differential equations
Analyze petabytes of data
Bottleneck: CPU / Memory
Storage & I/O
Typical Examples:
Computational Fluid Dynamics
Search and Mining
Finite Element Analysis
Analyses of social/terrorist networks
Multi-body Simulations
Sensor network processing Digital media creation/transmission Environmental & economic modeling
Extrapolation to 2020 [Freitas:2008]
3
(at 90% CGR need 1.7 PB/sec)
• 5.6 million HDD 19,000 sq. ft. !! 25 Megawatts
(at 90% CGR need 8.4G SIO/sec)
• 21 million HDD 70,000 sq. ft. !! 93 Megawatts
Science & Technology – IBM Almaden Research Center
Jan 2013
Storage Class Memory
Problem (& opportunity): The access-time gap between memory & storage ...(in human perspective) (T x 109)