A Time-Sharing Queue with a Finite Number of Customers
Journal of the ACM (JACM)
Simulating Stable Stochastic Systems, I: General Multiserver Queues
Journal of the ACM (JACM)
Simulating Stable Stochastic Systems, II: Markov Chains
Journal of the ACM (JACM)
Simulating Stable Stochastic Systems, VI: Quantile Estimation
Journal of the ACM (JACM)
Time Series Analysis, Forecasting and Control
Time Series Analysis, Forecasting and Control
The performance of multiversion concurrency control algorithms
ACM Transactions on Computer Systems (TOCS)
Concurrency control performance modeling: alternatives and implications
ACM Transactions on Database Systems (TODS)
Equi-depth multidimensional histograms
SIGMOD '88 Proceedings of the 1988 ACM SIGMOD international conference on Management of data
Conflict detection tradeoffs for replicated data
ACM Transactions on Database Systems (TODS)
Data caching tradeoffs in client-server DBMS architectures
SIGMOD '91 Proceedings of the 1991 ACM SIGMOD international conference on Management of data
Managing memory for real-time queries
SIGMOD '94 Proceedings of the 1994 ACM SIGMOD international conference on Management of data
Tertiary storage in multimedia systems: staging or direct access?
Multimedia Systems
Load control for locking: the “half-and-half” approach
PODS '90 Proceedings of the ninth ACM SIGACT-SIGMOD-SIGART symposium on Principles of database systems
Models for studying concurrency control performance: alternatives and implications
SIGMOD '85 Proceedings of the 1985 ACM SIGMOD international conference on Management of data
Multiclass Query Scheduling in Real-Time Database Systems
IEEE Transactions on Knowledge and Data Engineering
Load Sharing in Distributed Multimedia-on-Demand Systems
IEEE Transactions on Knowledge and Data Engineering
The Performance of Concurrency Control Algorithms for Database Management Systems
VLDB '84 Proceedings of the 10th International Conference on Very Large Data Bases
VLDB '92 Proceedings of the 18th International Conference on Very Large Data Bases
Micro-SIMPAS: A microprocessor based simulation language
ANSS '81 Proceedings of the 14th annual symposium on Simulation
Validation of simulation models
WSC '79 Proceedings of the 11th conference on Winter simulation - Volume 2
WSC '78 Proceedings of the 10th conference on Winter simulation - Volume 2
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This paper is a tutorial paper on how to obtain point estimates and confidence intervals of steady state means of simulation output data. The methods of using replications, batch means, and regenerative cycles for obtaining these point and interval estimates are discussed in detail and are applied to a simple time-shared computer model to illustrate their use. A brief discussion is included on using time series methods to obtain these estimates. The advantages and disadvantages of the various methods are given, including specific recommendations as to when certain methods might be used.