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CORR
2010
Springer
205views Education» more  CORR 2010»
13 years 11 months ago
Behavioral Simulations in MapReduce
In many scientific domains, researchers are turning to large-scale behavioral simulations to better understand real-world phenomena. While there has been a great deal of work on s...
Guozhang Wang, Marcos Antonio Vaz Salles, Benjamin...
ICDCS
2010
IEEE
14 years 2 months ago
Visual, Log-Based Causal Tracing for Performance Debugging of MapReduce Systems
Abstract—The distributed nature and large scale of MapReduce programs and systems poses two challenges in using existing profiling and debugging tools to understand MapReduce pr...
Jiaqi Tan, Soila Kavulya, Rajeev Gandhi, Priya Nar...
OSDI
2008
ACM
14 years 11 months ago
Improving MapReduce Performance in Heterogeneous Environments
MapReduce is emerging as an important programming model for large-scale data-parallel applications such as web indexing, data mining, and scientific simulation. Hadoop is an open-...
Matei Zaharia, Andy Konwinski, Anthony D. Joseph, ...
CLOUDCOM
2010
Springer
13 years 8 months ago
Using Global Behavior Modeling to Improve QoS in Cloud Data Storage Services
Abstract--The cloud computing model aims to make largescale data-intensive computing affordable even for users with limited financial resources, that cannot invest into expensive i...
Jesús Montes, Bogdan Nicolae, Gabriel Anton...
ICAI
2004
14 years 7 days ago
Towards Developing Behavior Based Control Architectures for Mobile Robots Using Simulated Behaviors
This paper proposes the Simulated Behaviors Approach for using simulation to investigate the structure and function of control architectures for behavior based mobile robots. The ...
J. N. Bishop, Walter D. Potter