POET: A portable approach to minimizing energy under soft real-time constraints

Proceedings of the IEEE Real-Time and Embedded Technology and Applications Symposium, RTAS

Volumn 2015-May, Issue , 2015, Pages 75-86

  Imes, Connor ^a   Kim, David H K ^a   Maggio, Martina ^b   Hoffmann, Henry ^a  

^a UNIVERSITY OF CHICAGO   (United States)

^b LUND UNIVERSITY   (Sweden)

Author keywords

[No Author keywords available]

Indexed keywords

ARM PROCESSORS; C (PROGRAMMING LANGUAGE); EMBEDDED SYSTEMS; ENERGY EFFICIENCY; ENERGY UTILIZATION; INTERACTIVE COMPUTER SYSTEMS; OPEN SYSTEMS; OPTIMIZATION; SYSTEM-ON-CHIP;

APPLICATION EXECUTION; EMBEDDED REAL TIME SYSTEMS; ENERGY EFFICIENT CODES; ENERGY MINIMIZATION; ENERGY OPTIMIZATION; MATHEMATICAL OPTIMIZATIONS; RESOURCE MANAGEMENT; SOFT REAL-TIME APPLICATIONS;

REAL TIME SYSTEMS;

EID: 84944682421     PISSN: 15453421     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/RTAS.2015.7108419     Document Type: Conference Paper

References (58)

1. N. AbouGhazaleh et al. "Integrated CPU and L2 Cache Voltage Scaling Using Machine Learning". In: LCTES. 2007.
2. S. Albers. "Algorithms for Dynamic Speed Scaling". In: STACS. 2011, pp. 1-11.
3. L. A. Barroso and U. Hölzle. "The Case for Energy-Proportional Computing". In: Computer 40. 12 (2007).
4. L. Bertini et al. "Statistical QoS Guarantee and Energy-Efficiency in Web Server Clusters". In: ECRTS. 2007.
5. C. Bienia et al. "The PARSEC Benchmark Suite: Characterization and Architectural Implications". In: 17th Conference on Parallel Architectures and Compilation Techniques. 2008.
6. R. Bitirgen et al. "Coordinated Management of Multiple Interacting Resources in Chip Multiprocessors: A Machine Learning Approach". In: MICRO. 2008.
7. S. Bradley et al. Applied mathematical programming. 1977.
8. G. C. Buttazzo et al. Soft Real-Time Systems: Predictability vs. Efficiency. Springer, 2006.
9. L. Cao and H. M. Schwartz. "Analysis of the Kalman Filter Based Estimation Algorithm: An Orthogonal Decomposition Approach". In: Automatica 40. 1 (2004).
10. Q. Cao et al. "Virtual Battery: An Energy Reserve Abstraction for Embedded Sensor Networks". In: RTSS. 2008.
11. A. Carroll and G. Heiser. "Mobile Multicores: Use Them or Waste Them". In: HotPower. 2013.
12. H. Cheng and S. Goddard. "SYS-EDF: a system-wide energy-efficient scheduling algorithm for hard real-time systems". In: IJES 4. 2 (2009).
13. C. Dubach et al. "A Predictive Model for Dynamic Microarchitectural Adaptivity Control". In: MICRO. 2010.
14. A. Filieri et al. "Automated Design of Self-adaptive Software with Controltheoretical Formal Guarantees". In: ICSE. 2014.
15. J. Flinn and M. Satyanarayanan. "Managing Battery Lifetime with Energy-aware Adaptation". In: ACM Trans. Comput. Syst. 22. 2 (2004).
16. Y. Fu et al. "Feedback Thermal Control of Real-time Systems on Multicore Processors". In: EMSOFT. 2012.
17. L. He et al. "Exploring Adaptive Reconfiguration to Optimize Energy Efficiency in Large-Scale Battery Systems". In: RTSS. 2013.
18. J. L. Hellerstein et al. Feedback Control of Computing Systems. 2004.
19. U. Hoelzle and L. A. Barroso. The Datacenter as a Computer: An Introduction to the Design of Warehouse-Scale Machines. 1st. 2009.
20. H. Hoffmann et al. "A generalized software framework for accurate and efficient management of performance goals". In: EMSOFT. 2013.
21. H. Hoffmann. "Racing and pacing to idle: an evaluation of heuristics for energyaware resource allocation". In: HotPower. 2013.
22. H. Hoffmann. "CoAdapt: Predictable Behavior for Accuracy-Aware Applications Running on Power-Aware Systems". In: ECRTS. 2014.
23. H. Hoffmann et al. "Self-aware Computing in the Angstrom Processor". In: 49th Annual Design Automation Conference. 2012.
24. C. Imes and H. Hoffmann. "Minimizing Energy Under Performance Constraints on Embedded Platforms: Resource Allocation Heuristics for Homogeneous and Single-ISA Heterogeneous Multi-Cores". In: EWiLi. 2014.
25. T. Instruments. http://www. ti. com/product/ina231.
26. S. Iqbal et al. "ParMiBench-An Open-Source Benchmark for Embedded Multiprocessor Systems". In: Computer Architecture Letters 9. 2 (2010).
27. B. Jeff. "Big. LITTLE system architecture from ARM: saving power through heterogeneous multiprocessing and task context migration". In: DAC. 2012.
28. M. Kim et al. "xTune: A Formal Methodology for Cross-layer Tuning of Mobile Embedded Systems". In: ACM TECS 11. 4 (2013).
29. E. Le Sueur and G. Heiser. "Slow Down or Sleep, That is the Question". In: USENIX ATC. 2011.
30. B. Li and K. Nahrstedt. "A control-based middleware framework for quality-ofservice adaptations". In: IEEE Journal on Selected Areas in Communications 17. 9 (1999).
31. X. Li et al. "Cross-component Energy Management: Joint Adaptation of Processor and Memory". In: ACM Trans. Archit. Code Optim. 4. 3 (2007).
32. J. D. Lin et al. "Real-energy: A New Framework and a Case Study to Evaluate Power-aware Real-time Scheduling Algorithms". In: ISLPED. 2010.
33. C. Liu et al. "PASS: power-aware scheduling of mixed applications with deadline constraints on clusters". In: ICCCN. 2008.
34. M. Maggio et al. "Power Optimization in Embedded Systems via Feedback Control of Resource Allocation". In: IEEE TCST 21. 1 (2013).
35. M. Maggio et al. "A Game-Theoretic Resource Manager for RT Applications". In: Conference on Real-Time Systems (ECRTS). 2013.
36. J. D. McCalpin. "Memory Bandwidth and Machine Balance in Current High Performance Computers". In: IEEE TCCA Newsletter (1995).
37. D. Meisner et al. "Power Management of Online Data-intensive Services". In: 38th Annual Symposium on Computer Architecture. 2011.
38. A. Miyoshi et al. "Critical Power Slope: Understanding the Runtime Effects of Frequency Scaling". In: ICS. 2002.
39. T. Pering et al. "The Simulation and Evaluation of Dynamic Voltage Scaling Algorithms". In: ISLPED. 1998.
40. V. Petrucci et al. "Lucky Scheduling for Energy-Efficient Heterogeneous Multi-Core Systems". In: HotPower. 2012.
41. R. Rajkumar et al. "A Resource Allocation Model for QoS Management". In: RTSS. 1997.
42. E. Rotem et al. "Power management architecture of the 2nd generation Intel Core microarchitecture, formerly codenamed Sandy Bridge". In: Hot Chips. 2011.
43. A. Sharifi et al. "METE: Meeting End-to-end QoS in Multicores Through Systemwide Resource Management". In: SIGMETRICS PER 39. 1 (2011).
44. V. Sharma et al. "Power-aware QoS Management in Web Servers". In: RTSS. 2003.
45. Y. Shin et al. "28nm high-metal-gate heterogeneous quad-core CPUs for highperformance and energy-efficient mobile application processor". In: ISSCC. 2013.
46. A. Shye et al. "Into the Wild: Studying Real User Activity Patterns to Guide Power Optimizations for Mobile Architectures". In: MICRO. 2009.
47. Y. Sinangil et al. "A self-aware processor SoC using energy monitors integrated into power converters for self-adaptation". In: Symposium on VLSI. 2014.
48. D. C. Snowdon et al. "Koala: A Platform for OS-level Power Management". In: EuroSys. 2009.
49. M. Sojka et al. "Modular software architecture for flexible reservation mechanisms on heterogeneous resources". In: Journal of Systems Architecture-Embedded Systems Design 57. 4 (2011).
50. N. Thiagarajan et al. "Who Killed My Battery Analyzing Mobile Browser Energy Consumption". In: WWW. 2012.
51. V. Vardhan et al. "GRACE-2: integrating fine-grained application adaptation with global adaptation for saving energy". In: IJES 4. 2 (2009).
52. M. Wang et al. "Real-Time Loop Scheduling with Leakage Energy Minimization for Embedded VLIW DSP Processors". In: RTCSA. 2007.
53. G. Welch and G. Bishop. An Introduction to the Kalman Filter. Tech. rep. TR 95-041. UNC Chapel Hill, Department of Computer Science.
54. C.-Y. Yang et al. "System-Level Energy-Efficiency for Real-Time Tasks". In: SOCRTD. 2007.
55. H. Yun et al. "System-Wide Energy Optimization for Multiple DVS Components and Real-Time Tasks". In: ECRTS. 2010.
56. R. Zhang et al. "ControlWare: a middleware architecture for feedback control of software performance". In: ICDCS. 2002.
57. B. Zhao et al. "Energy Management Under General Task-Level Reliability Constraints". In: RTAS. 2012.
58. Y. Zhu and V. J. Reddi. "High-performance and Energy-efficient Mobile Web Browsing on Big/Little Systems". In: HPCA. 2013.