Using CPU gradients for performance-aware energy conservation in multitier systems

Sustainable Computing: Informatics and Systems - Tập 1 - Trang 113-133 - 2011
Shuyi Chen1, Kaustubh R. Joshi2, Matti A. Hiltunen2, Richard D. Schlichting2, William H. Sanders1
1Coordinated Science Laboratory, University of Illinois at Urbana‐Champaign, Urbana, IL 61801, USA
2AT&T Labs Research, 180 Park Ave., Florham Park, NJ, USA

Tài liệu tham khảo

EPA Report on Server and Data Center Energy Efficiency, August 2007. Galletta, 2004, Web site delays: how tolerant are users?, J. Assoc. Information Syst., 5, 1, 10.17705/1jais.00044 Ceaparu, 2004, Determining causes and severity of end-user frustration, Int. J. Hum.–Comput. Interact., 17, 333, 10.1207/s15327590ijhc1703_3 Bouch, 2000, Quality is in the eye of the beholder: meeting users’ requirements for internet quality of service, 297 D. Farber, Google’s Marissa Mayer: speed wins, in: ZDNet Between the Lines, November 2006. Chen, 2009, Link gradients: predicting the impact of network latency on multitier applications Web Caching, 2007. http://www.web-caching.com/traces-logs.html. Xen and the art of virtualization, in: Proc. SOSP, 2003, pp. 164–177. Choi, 2004, Dynamic voltage and frequency scaling under a precise energy model considering variable and fixed components of the system power dissipation, 29 E.G.C. Jr., G. Galambos, S. Martello, D. Vigo, Bin packing approx. Algorithms: combinatorial analysis, in: D.Z. Du, P.M. Paradalos (Eds.), Handbook of Combinatorial Optimization, Kulwer, 1998. Cecchet, 2002, Performance and scalability of EJB applications, 246 ObjectWeb, Rubbos: Bulleting Borad Benchmark, 2005. M. Arlitt, T. Jin, Workload Charaterization of the 1998 World Cup Web Site, in: HP Technical Report, HPL-99-35, 1999. EED, Watts Up? Power Meter, 1997. https://www.wattsupmeters.com/secure/index.php. Woodside, 1995, The stochastic rendezvous network model for performance of synchronous client-server-like distributed software, IEEE Trans. Comput., 44, 20, 10.1109/12.368012 Bhulai, 2007, Modeling end-to-end response times in multi-tier internet applications, Managing Traffic Performance Converg. Netw., 4516, 519, 10.1007/978-3-540-72990-7_47 Urgaonkar, 2005, An analytical model for multi-tier internet services and its applications, 291 Stewart, 2005, Performance modeling and system management for multi-component online services, 71 Bodik, 2007, Response-time modeling for resource allocation and energy-informed slas Stewart, 2007, Exploiting nonstationarity for performance prediction Stewart, 2008, A dollar from 15 cents: cross-platform management for Internet services Pering, 1998, The simulation and evaluation of dynamic voltage scaling algorithms, 76 Chen, 2005, Managing server energy and operational costs in hosting centers, 303 Gandhi, 2009, Optimal power allocation in server farms Horvath, 2006, Dynamic voltage scaling in multitier web servers with end-to-end delay control, IEEE Trans. Comput., 56, 444 Kusic, 2009, Power & performance management of virtualized computing environments via lookahead control, Cluster Comp., 12, 1, 10.1007/s10586-008-0070-y Verma, 2008, pMapper: power and migration cost aware application placement in virtualized systems, 243 Kumar, 2009, vManage: loosely coupled platform and virtualization management in data centers, 127 Chen, 2010, Cpu gradients: performance-aware energy conservation in multitier systems