A static partitioning and mapping algorithm for conservative parallel simulations
PADS '94 Proceedings of the eighth workshop on Parallel and distributed simulation
Dynamic load balancing of a multi-cluster simulator on a network of workstations
PADS '95 Proceedings of the ninth 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
Scheduling critical channels in conservative parallel discrete event simulation
PADS '99 Proceedings of the thirteenth workshop on Parallel and distributed simulation
On learning algorithms and balancing loads in Time Warp
PADS '99 Proceedings of the thirteenth workshop on Parallel and distributed 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
Dynamic Load-Balancing for BSP Time Warp
SS '02 Proceedings of the 35th Annual Simulation Symposium
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
The Anatomy of the Grid: Enabling Scalable Virtual Organizations
International Journal of High Performance Computing 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
EuroPar'10 Proceedings of the 16th international Euro-Par conference on Parallel processing: Part I
Distributed dynamic balancing of communication load for large-scale HLA-based simulations
ISCC '10 Proceedings of the The IEEE symposium on Computers and Communications
An adaptive load balancing middleware for distributed simulation
ISPA'06 Proceedings of the 2006 international conference on Frontiers of High Performance Computing and Networking
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
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Due to the dependency on the resources, HLA-based simulations can experience load imbalances and consequently loose execution performance. Such imbalances are originated from external background load, inappropriate deployment of simulation entities, heterogeneity of resources, and dynamic load variations. The High Level Architecture (HLA) was developed aiming to facilitate the creation and control of distributed simulations through a design framework and management services, but such an architecture does not offer solutions for solving load imbalance issues. In order to provide mechanisms for preventing performance loss caused by load imbalances in distributed simulations, numerous balancing approaches have been developed. The majority of these mechanisms present application-specific solutions or limited awareness of environment characteristics. To cope with this problem, a distributed dynamic balancing scheme has been designed, but its redistribution algorithm, as other developed balancing schemes, is limited to just correct load distribution issues and does not react properly in presence of abrupt load changes due to be based on recent load status. Therefore, a predictive balancing scheme is proposed to provide a method to decrease the number of precipitated migration moves and to detect and prevent load imbalances based on load variation tendencies. In order to observe and evaluate the proposed scheme, experiments have been performed to compare performance gain and efficiency with the distributed balancing scheme.