The Community for Technology Leaders
RSS Icon
Subscribe
Issue No.01 - January (2011 vol.44)
pp: 39-48
ABSTRACT
The confluence of emerging technologies and new data-centric workloads offers a unique opportunity to rethink traditional system architectures and memory hierarchies in future designs.
INDEX TERMS
IT Roadmap, Moore's law, High-performance computing, Parallel computing
CITATION
Parthasarathy Ranganathan, "From Microprocessors to Nanostores: Rethinking Data-Centric Systems", Computer, vol.44, no. 1, pp. 39-48, January 2011, doi:10.1109/MC.2011.18
REFERENCES
1. M. Mayer, "The Physics of Data," Xerox PARC Forum Distinguished Lecture, 2009; www.parc.com/event/936innovation-at-google.html .
2. R. Winter, "Why Are Data Warehouses Growing So Fast?" 2008; www.b-eye-network.com/view7188.
3. P. Lyman and H.R. Varian, "How Much Information?" 2003; www2.sims.berkeley.edu/research/projects how-much-info-2003.
4. R.S. Williams, "A Central Nervous System for the Earth," Harvard Business Rev., vol. 87, no. 2, 2009, p. 39.
5. M. Shah et al., "Data Dwarfs: Motivating a Coverage Set for Future Large Data Center Workloads," Proc. Workshop Architectural Concerns in Large Datacenters (ACLD 10), 2010; sites.google.com/site/acldisca2010.
6. J. Gray, "E-Science: The Next Decade Will Be Exciting," 2006; http://research.microsoft.com/en-us/um/people/ gray/talksETH_E_Science.ppt.
7. B. Zhai et al., "Energy-Efficient Near-Threshold Chip Multi-Processing," Proc. Int'l Symp. Low Power Electronics and Design (ISLPED 07), IEEE Press, 2007, pp. 32-37.
8. C. Lam, "Cell Design Considerations for Phase Change Memory as a Universal Memory," Proc. Int'l Symp. VLSI Technology, Systems, and Applications (VLSI-TSA 08), IEEE Press, 2008, pp. 132-133.
9. D.B. Stukov et al., "The Missing Memristor Found," Nature, vol. 453, 2008, pp. 80-83.
10. ITRS Roadmap, www.itrs.net/links/2009ITRSHome2009.htm.
11. B.C. Lee et al., "Architecting Phase Change Memory as a Scalable DRAM Alternative," Proc. 36th Ann. Int'l Symp. Computer Architecture (ISCA 09), ACM Press, 2009, pp. 2-13.
12. D. Lewis and H-H. Lee, "Architectural Evaluation of 3D Stacked RRAM Caches," Proc. IEEE 3D System Integration Conf., IEEE Press, 2009, pp. 1-4.
13. K. Moinuddin et al., "Scalable High-Performance Main Memory System Using Phase-Change Memory Technology," Proc. 36th Ann. Int'l Symp. Computer Architecture (ISCA 09), ACM Press, 2009, pp. 24-33.
14. R. Bez, U. Russo, and A. Redaelli, "Nonvolatile Memory Technologies: An Overview," Proc. Workshop Technology Architecture Interaction: Emerging Technologies and Their Impact on Computer Architecture, 2010, pp.44-65.
15. N. Jouppi and Y. Xie tutorial, , "Emerging Technologies and Their Impact on System Design," Proc. 15th Int'l Conf. Architectural Support for Programming Languages and Operating Systems (ASPLOS 10), 2010; www.cse.psu.edu/~yuanxieASPLOS10-tutorial.html .
16. J. Ahn et al., "HyperX: Topology, Routing, and Packaging of Efficient Large-Scale Networks," Proc. Conf. High-Performance Computing Networking, Storage and Analysis (SC 09), ACM Press, 2009, pp. 1-11.
17. J. Meza et al., "Lifecycle-Based Data Center Design," Proc. ASME Int'l Mechanical Eng. Congress & Exposition (IMECE 10), Am. Soc. Mechanical Engineers, 2010; www.asmeconferences.orgcongress2010.
18. E. Riedel et al., "Active Disks for Large-Scale Data Processing," Computer, June 2001, pp. 68-74.
19. D. Patterson et al., "A Case for Intelligent DRAM: IRAM," IEEE Micro, vol. 17, no. 2, 1997, pp. 33-44.
20. J. Ousterhout et al., "The Case for RAMClouds: Scalable High-Performance Storage Entirely in DRAM," ACM SIGOPS Operating Systems Rev., vol. 43, no. 4, 2009, pp. 92-105.
21. J. Chang et al., "Is Storage Hierarchy Dead? Co-located Compute-Storage NVRAM-Based Architectures for Data-Centric Workloads," tech. report HPL-2010-114, HP Labs, 2010.
22. J. Dean, "Challenges in Building Large-Scale Information Retrieval Systems," keynote talk, Proc. 2nd Ann. ACM Conf. Web Search and Data Mining (WSDM 09), ACM Press, 2009; http://wsdm2009.orgproceedings.php.
23. J. Condit et al., "Better I/O through Byte-Addressable, Persistent Memory," Proc. ACM SIGOPS 22nd Ann. Symp. Operating Systems Principles (SOSP 09), ACM Press, 2009, pp. 133-146.
24. B. Dally, "Moving the Needle: Effective Computer Architecture Research in Academe and Industry," keynote talk, Proc. 37th Int'l Symp. Computer Architecture (ISCA 10), ACM Press, 2010; www.hipeac.net/node2903.
25. R. Hamming, "You and Your Research," 1986; www.cs.virginia.edu/~robinsYouAndYourResearch.pdf .
26. P. Ranganathan, "Green Clouds, Red Walls, and Black Swans," keynote presentation, Proc. 7th IEEE Int'l Conf. Autonomic Computing (ICAC 10), IEEE Press, 2010; www.cis.fiu.edu/conferencesicac2010.
9 ms
(Ver 2.0)

Marketing Automation Platform Marketing Automation Tool