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» Dynamic power management using machine learning
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IPPS
2003
IEEE
15 years 2 months ago
Energy Aware Scheduling for Distributed Real-Time Systems
Power management has become popular in mobile computing as well as in server farms. Although a lot of work has been done to manage the energy consumption on uniprocessor real-time...
Ramesh Mishra, Namrata Rastogi, Dakai Zhu, Daniel ...
ECML
2007
Springer
15 years 3 months ago
Imitation Learning Using Graphical Models
Imitation-based learning is a general mechanism for rapid acquisition of new behaviors in autonomous agents and robots. In this paper, we propose a new approach to learning by imit...
Deepak Verma, Rajesh P. N. Rao
COLT
2006
Springer
15 years 1 months ago
Online Learning with Constraints
In this paper, we study a sequential decision making problem. The objective is to maximize the total reward while satisfying constraints, which are defined at every time step. The...
Shie Mannor, John N. Tsitsiklis
ASPDAC
2009
ACM
110views Hardware» more  ASPDAC 2009»
15 years 4 months ago
A software solution for dynamic stack management on scratch pad memory
Abstract— In an effort to make processors more power efficient scratch pad memory (SPM) have been proposed instead of caches, which can consume majority of processor power. Howe...
Arun Kannan, Aviral Shrivastava, Amit Pabalkar, Jo...
ECTEL
2007
Springer
15 years 3 months ago
Enabling Project-Centred Learning through Flexible Processes: the COOPER Experience
This paper proposes a model-driven, extensible platform, delivered on the Web, which is able to support long-distance collaboration of students’ teams working on complex projects...
Stefano Ceri, Florian Daniel, Maristella Matera, A...