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Modeling and Optimization of Latency in Erasure-coded Storage Systems (Paperback): Vaneet Aggarwal, Tian Lan Modeling and Optimization of Latency in Erasure-coded Storage Systems (Paperback)
Vaneet Aggarwal, Tian Lan
R2,327 Discovery Miles 23 270 Ships in 10 - 15 working days

The advent of Big Data analytics and cloud computing has resulted in an unprecedented increase in the demand for distributed data storage demand. Companies are constantly on the lookout for ways of reducing this cost and improving reliability. Erasure coding has emerged as a promising technique to achieve these goals and most major tech companies have adopted it. However, one major issue in such systems is the characterization and optimization of access latency when data objects are erasure coded in distributed storage. In this monograph, the authors provide a review of recent theoretical and practical progress on systems that employ erasure codes for distributed storage. Starting with an overview the key challenges and research problems, the authors give an overview of different models and approaches that have been developed to quantify latency of erasure-coded storage. They also extend the discussions to video streaming from erasure-coded distributed storage systems. Practical implementations of erasure-coded storage are then discussed in real-world storage systems such as in content delivery and caching. This monograph is aimed at students, researchers and practitioners in information theory active in the research and development of modern day distributed storage systems.

Power Control in Wireless Cellular Networks (Paperback): Mung Chiang, Prashanth Hande, Tian Lan, Chee Wei Tan Power Control in Wireless Cellular Networks (Paperback)
Mung Chiang, Prashanth Hande, Tian Lan, Chee Wei Tan
R2,331 Discovery Miles 23 310 Ships in 10 - 15 working days

Power Control in Wireless Cellular Networks provides a comprehensive survey of the models, algorithms, analysis, and methodologies in this vast and growing research area. It starts with a taxonomy of the wide range of power control problem formulations, and progresses from the basic formulation to more sophisticated ones. When transmit power is the only set of optimisation variables, algorithms for fixed SIR are presented first, before turning to their robust versions and joint SIR and power optimization. This is followed by opportunistic and non-cooperative power control. Then joint control of power together with beamforming pattern, base station assignment, spectrum allocation, and transmit schedule are surveyed one by one. Power Control in Wireless Cellular Networks highlights the use of mathematical language and tools in the study of power control, including optimisation theory, control theory, game theory, and linear algebra. Practical implementations of some of the algorithms in operational networks are discussed in the concluding chapter.

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