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» Load prediction models in web-based systems
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ICAC
2006
IEEE
14 years 4 months ago
Autonomic Provisioning of Backend Databases in Dynamic Content Web Servers
— In autonomic provisioning, a resource manager allocates resources to an application, on-demand, e.g., during load spikes. Modelling-based approaches have proved very successful...
Jin Chen, Gokul Soundararajan, Cristiana Amza
EENERGY
2010
14 years 2 months ago
Towards energy-aware scheduling in data centers using machine learning
As energy-related costs have become a major economical factor for IT infrastructures and data-centers, companies and the research community are being challenged to find better an...
Josep Lluis Berral, Iñigo Goiri, Ramon Nou,...
KDD
2009
ACM
210views Data Mining» more  KDD 2009»
14 years 11 months ago
Large-scale behavioral targeting
Behavioral targeting (BT) leverages historical user behavior to select the ads most relevant to users to display. The state-of-the-art of BT derives a linear Poisson regression mo...
Ye Chen, Dmitry Pavlov, John F. Canny
ICS
2000
Tsinghua U.
14 years 2 months ago
Push vs. pull: data movement for linked data structures
As the performance gap between the CPU and main memory continues to grow, techniques to hide memory latency are essential to deliver a high performance computer system. Prefetchin...
Chia-Lin Yang, Alvin R. Lebeck
ISCA
2009
IEEE
152views Hardware» more  ISCA 2009»
14 years 5 months ago
Scaling the bandwidth wall: challenges in and avenues for CMP scaling
As transistor density continues to grow at an exponential rate in accordance to Moore’s law, the goal for many Chip Multi-Processor (CMP) systems is to scale the number of on-ch...
Brian M. Rogers, Anil Krishna, Gordon B. Bell, Ken...