A static partitioning and mapping algorithm for conservative parallel simulations
PADS '94 Proceedings of the eighth workshop on Parallel and distributed simulation
Background execution of time warp programs
PADS '96 Proceedings of the tenth workshop on Parallel and distributed simulation
The dynamic load balancing of clustered time warp for logic simulation
PADS '96 Proceedings of the tenth workshop on Parallel and distributed simulation
Dynamic load balancing strategies for conservative parallel simulations
Proceedings of the eleventh workshop on Parallel and distributed simulation
Dynamic load balancing in parallel discrete event simulation for spatially explicit problems
PADS '98 Proceedings of the twelfth workshop on Parallel and distributed simulation
Experiments in load migration and dynamic load balancing in SPEEDES
Proceedings of the 30th conference on Winter simulation
Load balancing for conservative simulation on shared memory multiprocessor systems
PADS '00 Proceedings of the fourteenth workshop on Parallel and distributed simulation
The resource sharing system: dynamic federate mapping for HLA-based distributed simulation
Proceedings of the fifteenth workshop on Parallel and distributed simulation
On Process Migration and Load Balancing in Time Warp
IEEE Transactions on Parallel and Distributed Systems
An Adaptive Partitioning Algorithm for Conservative Parallel Simulation
IPDPS '01 Proceedings of the 15th International Parallel & Distributed Processing Symposium
A Load Management System for Running HLA-Based Distributed Simulations over the Grid
DS-RT '02 Proceedings of the Sixth IEEE International Workshop on Distributed Simulation and Real-Time Applications
Towards a Grid Management System for HLA-Based Interactive Simulations
DS-RT '03 Proceedings of the Seventh IEEE International Symposium on Distributed Simulation and Real-Time Applications
Load Distribution Services in HLA
DS-RT '04 Proceedings of the 8th IEEE International Symposium on Distributed Simulation and Real-Time Applications
A Flexible Dynamic Partitioning Algorithm for Optimistic Distributed Simulation
Proceedings of the 21st International Workshop on Principles of Advanced and Distributed Simulation
Federate Migration in a Service Oriented HLA RTI
DS-RT '07 Proceedings of the 11th IEEE International Symposium on Distributed Simulation and Real-Time Applications
An Efficient Dynamic Load Balancing Scheme for Distributed Simulations on a Grid Infrastructure
DS-RT '08 Proceedings of the 2008 12th IEEE/ACM International Symposium on Distributed Simulation and Real-Time Applications
Optimized Federate Migration for Large-Scale HLA-Based Simulations
DS-RT '08 Proceedings of the 2008 12th IEEE/ACM International Symposium on Distributed Simulation and Real-Time Applications
DS-RT '09 Proceedings of the 2009 13th IEEE/ACM International Symposium on Distributed Simulation and Real Time Applications
An adaptive load balancing middleware for distributed simulation
ISPA'06 Proceedings of the 2006 international conference on Frontiers of High Performance Computing and Networking
Predictive Dynamic Load Balancing for Large-Scale HLA-based Simulations
DS-RT '11 Proceedings of the 2011 IEEE/ACM 15th International Symposium on Distributed Simulation and Real Time Applications
Migration Delay Awareness in a Self-Adaptive Balancing Scheme for HLA-Based Simulations
DS-RT '12 Proceedings of the 2012 IEEE/ACM 16th International Symposium on Distributed Simulation and Real Time Applications
Load Prediction in HLA-Based Distributed Simulation Using Holt's Variants
DS-RT '13 Proceedings of the 2013 IEEE/ACM 17th International Symposium on Distributed Simulation and Real Time Applications
Autonomous Configuration Scheme in a Distributed Load Balancing System for HLA-Based Simulations
DS-RT '13 Proceedings of the 2013 IEEE/ACM 17th International Symposium on Distributed Simulation and Real Time Applications
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The dynamic management of load in large-scale distributed systems is essential for the performance of simulations due to the influence that computing capacity and work load have on execution time. The High Level Architecture (HLA) was designed with the purpose of providing management services in order to organize distributed simulations, but the framework does not offer tools for controlling load imbalances of distributed simulations. In order to provide a generic solution for the simulation load imbalances, many approaches have been proposed. These schemes are limited to solve balancing issues regarding specific simulation or environment characteristics. With focus on balancing the computational load specially for HLA-based simulations, an approach have been previously proposed based on a centralized method, but this solution performs load re-distributions based on a central element, introducing global synchronization in the system. Therefore, avoiding the issues caused by centralization, a distributed, hierarchical balancing design is proposed to dynamically organize the load through three phases: monitoring, redistribution, and migration. The proposed scheme addresses improvement of fault tolerance, decrease of balancing overhead, and reduction of delays and bottlenecks, while exhibiting performance similar to the centralized approach in the experiments.