New performance modeling methods for parallel data processing applications

DOI10.1145/3309684zbMath1544.6803MaRDI QIDQ6600060

Miriam Leeser, Ningfang Mi, Janki Bhimani, Zhengyu Yang

Publication date: 8 September 2024

Published in: ACM Transactions on Modeling and Computer Simulation (Search for Journal in Brave)

zbMATH Keywords

predictiondistributed systemsMarkov modelcommunication networkqueuing theoryperformance modelingexecution timeparallel calculation

Mathematics Subject Classification ID

Queueing theory (aspects of probability theory) (60K25) Applications of Markov chains and discrete-time Markov processes on general state spaces (social mobility, learning theory, industrial processes, etc.) (60J20) Performance evaluation, queueing, and scheduling in the context of computer systems (68M20) Distributed systems (68M14)

Cites Work

• Unnamed Item
• LogGPO: an accurate communication model for performance prediction of MPI programs
• The Queue-Read Queue-Write PRAM Model: Accounting for Contention in Parallel Algorithms
• Parallelism in random access machines
• Model Selection and Estimation in Regression with Grouped Variables

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