Content

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  Introduction
•  
   Motivation
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  Scenarios
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   Risk Assessment in Distributed Compute Infrastructures
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   Inter Scheduler Negotiation
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   Cloud Computing
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   Summary
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  Related Work
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   Negotiation and Market Mechanisms
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   Service Level Agreements
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   Market Mechanisms
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  Risk Assessment and Management
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   Failure Data Analysis and Modeling
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   Risk Calculation
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   Risk Assessment
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   Risk Management
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   Scheduling and Planning
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   Packing Theories
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   Cluster Scheduling Strategies
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   Scheduling and Planning Systems
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  Overbooking
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   Overbooking in General
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   Overbooking of IT Systems
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   Overbooking
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  Accepting and Placing Jobs
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   Placing Algorithm for Overbooking
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   Placing Strategy
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   Acceptance Test
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   Introduction of Statistics
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   Selecting Attributes for PDF Creation
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   Building a Joint PDF
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   Resulting Combined PDF for PoF Calculation
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  Overbooking Approaches
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   Comprehensive Approach
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   Heuristic Overbooking
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  Runtime Analysis
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   Comprehensive Approach
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   Heuristic Approach
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   Practical Issues
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   Market Mechanisms and Overbooking
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  Evaluated Strategies
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   Conservative Backfilling
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   Comprehensive Overbooking
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   Heuristic Planning
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   Heuristic Overbooking
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  Determination of PDF Classes
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   Correlating Attributes
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   Analysis
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   Runtime
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   Resources
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   Applications
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   Users
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   Conclusion
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   User Survey
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   Simulation Environment
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  Simulation Parameters
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   Simulation Input
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   Parallel Workload Archive
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   Arminius
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   Acceptance Tests
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  Implementation
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   Used Data Structures
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   Events
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   Placing Routines
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   Evaluation with PWA Traces
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   CTC
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   PoF Acceptance Test
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   Risk Acceptance Test
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   HPC2n
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   PoF Acceptance Test
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   Risk Acceptance Test
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   LANL
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   PoF Acceptance Test
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   Risk Acceptance Test
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   SDSC-BLUE
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   PoF Acceptance Test
•  
   Risk Acceptance Test
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   SDSC-DataStar
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   PoF Acceptance Test
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   Risk Acceptance Test
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   SDSC-SP2
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   PoF Acceptance Test
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   Risk Acceptance Test
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  Summary
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   PoF Results
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   Risk Results
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   Runtime
•  
   Evaluation of the Arminius Cluster
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  Runtime-Estimation Analysis
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   PoF Acceptance Test
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   Risk Acceptance Test
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  Resources Analysis
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   PoF Acceptance Test
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   Risk Acceptance Test
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  Application Analysis
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   PoF Acceptance Test
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   Risk Acceptance Test
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  Submission-User Analysis
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   PoF Acceptance Test
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   Risk Acceptance Test
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  Summary
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   PoF Results
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   Risk Results
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   Runtime
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  Conclusion
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   Discussion
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   Future Work
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   List of Figures
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   List of Tables
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   Bibliography
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   Glossary