Energy-efficient design of real-time stream mining systems

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn , Issue , 2013, Pages 3592-3596

  Ren, Shaolei ^a   Lan, Cuiling ^b   Van Der Schaar, Mihaela ^c  

^a FLORIDA INTERNATIONAL UNIVERSITY   (United States)

^b XIDIAN UNIVERSITY   (China)

^c UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

DELAY CONSTRAINTS; ENERGY-EFFICIENT DESIGN; HETEROGENEOUS SYSTEMS; INDIVIDUAL SERVICE; MULTIPLE DELAYS; OPTIMAL ALGORITHM; PROCESSING SPEED; REAL-TIME STREAMS;

ENERGY UTILIZATION; PROBABILITY DISTRIBUTIONS;

SIGNAL PROCESSING;

EID: 84890464232     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2013.6638327     Document Type: Conference Paper

References (16)

1. R. Ducasse, D. S. Turaga, and M. van der Schaar, "Adap-tive topologic optimization for large-scale stream min-ing," IEEE J. Sel. Topics Signal Process., vol. 4, no. 3, pp. 620-636, June 2010.
2. N. Yigitbasi, K. Datta, N. Jain, and T. Willke, "Energy efficient scheduling of MapReduce workloads on hetero-geneous clusters," Green Computing Middleware, 2011.
3. J. R. Lorch and A. J. Smith, "Improving dynamic voltage scaling algorithms with PACE," ACM Sigmetrics, 2001.
4. R. Xu, C. Xi, R. Melhem, and D. Moss, "Practical PACE for embedded systems," EMSOFT, 2004.
5. J. Chen and L. K. John, "Efficient program scheduling for heterogeneous multi-core processors," DAC, 2009.
6. P. Greenhalgh, "Big.little processing with arm cortex.-a15 &cortex-a7," ARM Whitepaper, 2011.
7. D. Brooks, P. Bose, S. Schuster, H. Jacobson, P. Kud-va, A. Buyuktosunoglu, J. Wellman, V. Zyuban, M. Gup-ta, and P. Cook, "Power-aware microarchitecture: design and modeling challenges for next generation micropro-cessors," IEEE Micro, 2000.
8. B. Guenter, N. Jain, and C. Williams, "Managing cost, performance and reliability tradeoffs for energy-aware server provisioning," IEEE Infocom, 2011.
9. M. Liu, Z. Liu, A. Wierman, and L. L. H. Andrew, "On-line algorithms for geographical load balancing," IGCC, 2012.
10. S. Kundu, R. Rangaswami, A. Gulati, K. Dutta, and M. Zhao, "Modeling virtualized applications using machine learning techniques," VEE, 2012.
11. N. Bansal and K. Pruhs, "Server scheduling in the Lp norm: a rising tide lifts all boat," ACM STOC, 2003.
12. A. Wierman and M. Harchol-Balter, "Classifying scheduling policies with respect to higher moments of conditional response time," ACM Sigmetrics, 2005.
13. Y. Xie and T. Yang, "Cell discarding policies supporting multiple delay and loss requirements in ATM networks," IEEE Globecom, 1997.
14. J. Leverich, M. Monchiero, V. Talwar, P. Ranganathan, and C. Kozyrakis, "Power management of datacenter workloads using per-core power gating," IEEE Comput. Archit. Lett. vol. 8, no. 2, pp. 48-51, July 2009.
15. http://www.nada.kth.se/cvap/actions
16. S. Ren, C. Lan, and M. van der Schaar, On-line supplementary materials for "Energy-Efficient Design of Real-Time Stream Mining Systems", https://www.dropbox.com/s/hau6e05z5hml3su/journal.pdf.