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Reliable performance evaluations require the use of representative workloads. This is no easy task since modern computer systems and their workloads are complex, with many interrelated attributes and complicated structures. Experts often use sophisticated mathematics to analyze and describe workload models, making these models difficult for practitioners to grasp. This book aims to close this gap by emphasizing the intuition and the reasoning behind the definitions and derivations related to the workload models. It provides numerous examples from real production systems, with hundreds of graphs. Using this book, readers will be able to analyze collected workload data and clean it if necessary, derive statistical models that include skewed marginal distributions and correlations, and consider the need for generative models and feedback from the system. The descriptive statistics techniques covered are also useful for other domains.

Electronic digital computers --- Evaluation. --- Workload --- Mathematical models.

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This book constitutes the strictly refereed post-workshop proceedings of the International Workshop on Job Scheduling Strategies for Parallel Processing, held in conjunction with IPPS '96 symposium in Honolulu, Hawaii, in April 1996. The book presents 15 thoroughly revised full papers accepted for inclusion on the basis of the reports of at least five program committee members. The volume is a highly competent contribution to advancing the state-of-the-art in the area of job scheduling for parallel supercomputers. Among the topics addressed are job scheduler, workload evolution, gang scheduling, multiprocessor scheduling, parallel processor allocation, and distributed memory environments.

Parallel processing (Electronic computers) --- Computer capacity --- Production scheduling --- Congresses. --- Management --- Computer network architectures. --- Computer science. --- Operating systems (Computers). --- Logic design. --- Computer System Implementation. --- Processor Architectures. --- Operating Systems. --- Programming Techniques. --- Logic Design. --- Computation by Abstract Devices. --- Computer operating systems --- Computers --- Disk operating systems --- Systems software --- Informatics --- Science --- Design, Logic --- Design of logic systems --- Digital electronics --- Electronic circuit design --- Logic circuits --- Machine theory --- Switching theory --- Architectures, Computer network --- Network architectures, Computer --- Computer architecture --- Operating systems --- Parallel processing (Electronic computers) - Congresses. --- Computer capacity - Management - Congresses. --- Production scheduling - Congresses.

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Parallel processing (Electronic computers) --- Computer capacity --- Production scheduling --- Parallélisme (Informatique) --- Capacité de traitement --- Ordonnancement (Gestion) --- Congresses. --- Management --- Congrès --- Gestion --- Computer Science --- Engineering & Applied Sciences --- Job scheduling (Production control) --- Job-shop scheduling --- Project scheduling (Production control) --- Scheduling (Management) --- Capacity, Computer --- Computer science. --- Logic design. --- Microprocessors. --- Architecture, Computer. --- Computer programming. --- Operating systems (Computers). --- Algorithms. --- Computer Science. --- Computer System Implementation. --- Operating Systems. --- Programming Techniques. --- Algorithm Analysis and Problem Complexity. --- Processor Architectures. --- Logic Design. --- Algorism --- Algebra --- Arithmetic --- Computer operating systems --- Computers --- Disk operating systems --- Systems software --- Electronic computer programming --- Electronic data processing --- Electronic digital computers --- Programming (Electronic computers) --- Coding theory --- Architecture, Computer --- Minicomputers --- Design, Logic --- Design of logic systems --- Digital electronics --- Electronic circuit design --- Logic circuits --- Machine theory --- Switching theory --- Informatics --- Science --- Foundations --- Operating systems --- Programming --- Production control --- Scheduling --- Computer network architectures. --- Computer software. --- Software, Computer --- Computer systems --- Architectures, Computer network --- Network architectures, Computer --- Computer architecture --- Computer systems. --- Computer architecture. --- ADP systems (Computer systems) --- Computing systems --- Systems, Computer --- Electronic systems --- Cyberinfrastructure

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Parallel processing (Electronic computers) --- Computer capacity --- Production scheduling --- Computer Science --- Engineering & Applied Sciences --- Management --- Job scheduling (Production control) --- Job-shop scheduling --- Project scheduling (Production control) --- Scheduling (Management) --- Capacity, Computer --- Computer science. --- Logic design. --- Microprocessors. --- Architecture, Computer. --- Computer programming. --- Operating systems (Computers). --- Algorithms. --- Computer Science. --- Operating Systems. --- Programming Techniques. --- Computer System Implementation. --- Algorithm Analysis and Problem Complexity. --- Processor Architectures. --- Logic Design. --- Production control --- Scheduling --- Electronic data processing --- Computer network architectures. --- Computer software. --- Design, Logic --- Design of logic systems --- Digital electronics --- Electronic circuit design --- Logic circuits --- Machine theory --- Switching theory --- Software, Computer --- Computer systems --- Architectures, Computer network --- Network architectures, Computer --- Computer architecture --- Informatics --- Science --- Computer operating systems --- Computers --- Disk operating systems --- Systems software --- Operating systems --- Minicomputers --- Algorism --- Algebra --- Arithmetic --- Architecture, Computer --- Electronic computer programming --- Electronic digital computers --- Programming (Electronic computers) --- Coding theory --- Foundations --- Programming --- Management.