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Advances in multi-channel resource a...

Ji, Bo.

Advances in multi-channel resource allocationthroughput, delay, and complexity /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Advances in multi-channel resource allocationBo Ji, Xiaojun Lin, Ness B. Shroff.
Reminder of title:	throughput, delay, and complexity /
Author:	Ji, Bo.
other author:	Lin, Xiaojun,
Published:	San Rafael, California :Morgan & Claypool Publishers,2016.
Description:	1 online resource (132 p.)
Subject:	Resource allocation.
Online resource:	click for full text
ISBN:	1627054618

Advances in multi-channel resource allocationthroughput, delay, and complexity /
Ji, Bo.

Advances in multi-channel resource allocationthroughput, delay, and complexity /[electronic resource] :Bo Ji, Xiaojun Lin, Ness B. Shroff. - San Rafael, California :Morgan & Claypool Publishers,2016. - 1 online resource (132 p.) - Synthesis Lectures on Communication Networks.. - Synthesis Lectures on Communication Networks..

Includes bibliographical references and index.

Advances in multi-channel resource allocation: throughput, delay, and complexity -- Abstract; Keywords -- Contents -- Preface -- Chapter 1: Overview -- Chapter 2: Intra-Cell Scheduling -- Chapter 3: Network-Wide Scheduling -- Bibliography -- Authors' Biographies.

The last decade has seen an unprecedented growth in the demand for wireless services. These services are fueled by applications that often require not only high data rates, but also very low latency to function as desired. However, as wireless networks grow and support increasingly large numbers of users, these control algorithms must also incur only low complexity in order to be implemented in practice. Therefore, there is a pressing need to develop wireless control algorithms that can achieve both high throughput and low delay, but with low-complexity operations. While these three performance metrics, i.e., throughput, delay, and complexity, are widely acknowledged as being among the most important for modern wireless networks, existing approaches often have had to sacrifice a subset of them in order to optimize the others, leading to wireless resource allocation algorithms that either suffer poor performance or are difficult to implement. In contrast, the recent results presented in this book demonstrate that, by cleverly taking advantage of multiple physical or virtual channels, one can develop new low-complexity algorithms that attain both provably high throughput and provably low delay. The book covers both the intra-cell and network-wide settings. In each case, after the pitfalls of existing approaches are examined, new systematic methodologies are provided to develop algorithms that perform provably well in all three dimensions.

ISBN: 1627054618Subjects--Topical Terms:

231306
Resource allocation.

LC Class. No.: T57.77

Dewey Class. No.: 384.54524

Advances in multi-channel resource allocationthroughput, delay, and complexity /
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245 1 0 $a Advances in multi-channel resource allocation $h [electronic resource] : $b throughput, delay, and complexity / $c Bo Ji, Xiaojun Lin, Ness B. Shroff.
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505 0 $a Advances in multi-channel resource allocation: throughput, delay, and complexity -- Abstract; Keywords -- Contents -- Preface -- Chapter 1: Overview -- Chapter 2: Intra-Cell Scheduling -- Chapter 3: Network-Wide Scheduling -- Bibliography -- Authors' Biographies.
520 3 $a The last decade has seen an unprecedented growth in the demand for wireless services. These services are fueled by applications that often require not only high data rates, but also very low latency to function as desired. However, as wireless networks grow and support increasingly large numbers of users, these control algorithms must also incur only low complexity in order to be implemented in practice. Therefore, there is a pressing need to develop wireless control algorithms that can achieve both high throughput and low delay, but with low-complexity operations. While these three performance metrics, i.e., throughput, delay, and complexity, are widely acknowledged as being among the most important for modern wireless networks, existing approaches often have had to sacrifice a subset of them in order to optimize the others, leading to wireless resource allocation algorithms that either suffer poor performance or are difficult to implement. In contrast, the recent results presented in this book demonstrate that, by cleverly taking advantage of multiple physical or virtual channels, one can develop new low-complexity algorithms that attain both provably high throughput and provably low delay. The book covers both the intra-cell and network-wide settings. In each case, after the pitfalls of existing approaches are examined, new systematic methodologies are provided to develop algorithms that perform provably well in all three dimensions.
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