Analysis of Fork-Join Systems: Network of Queues with Precedence Constraints - Brossura

Sethuraman, Samyukta

Brossura

ISBN 10: 0367712644 ISBN 13: 9780367712648

Casa editrice: CRC Press, 2024

Riassunto

With the boom of big data and machine learning and the subsequent need for parallel processing technologies, fork-join queues are more relevant now than ever before. In this book, new estimates of the average response time in fork-join queues are proposed, which form the basis for new research opportunities.

Analysis of Fork-Join Systems: Network of Queues with Precedence Constraints explores numerical approaches to estimate the average response time of fork-join queueing networks and offers never before published simple expressions for the mean response time as conjectures. Extensive experiments are included to demonstrate the remarkable accuracy of the conjectures and algorithms used in the estimation of the average response time.

Graduate students, professors, and researchers in the fields of operations research, management science, industrial engineering, computer science, and electrical engineering will find this book very useful. Students, as well as researchers in both academia and industry, will also find this book of great help when looking for results related to fork-join queues

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Informazioni sull?autore

Samyukta Sethuraman is a Senior Research Scientist at Amazon. Her areas of expertise include queueing systems and pricing and yield management. Samyukta holds a Doctorate in Industrial Engineering from Texas A&M University and a Bachelors from Indian Institute of Technology (IIT) Madras. She serves on the advisory council of the Industrial & Systems Engineering Department at Texas A&M University. One of the focus areas of her doctoral thesis was fork-join queueing systems, which formed the basis of this work.

Dettagli dell'edizione

• Editore: CRC Press
• Data di pubblicazione: 2024
• Lingua: Inglese
• ISBN 10: 0367712644
• ISBN 13: 9780367712648
• Rilegatura: Copertina flessibile
• Numero edizione: 1
• Numero di pagine: 104
• Contatto del produttore: Taylor and Francis, GPSR Taylor and Francis; gpsr@taylorandfrancis.com; ; Taylor & Francis Verlag GmbH, Kaufingerstraße 24; München; 80331; Germania