67 citations · 375 across the 47 of their papers we have counts for
5 papers · 1 filter
Adaptive Distributed Resampling Algorithm with Non-Proportional Allocation
Ömer Demirel, Ihor Smal, Wiro Niessen +2
The distributed resampling algorithm with proportional allocation (RNA) is key to implementing particle filtering applications on parallel computer systems. We extend the original…
Piecewise Constant Sequential Importance Sampling for Fast Particle Filtering
Ömer Demirel, Ihor Smal, Wiro J. Niessen +2
Particle filters are key algorithms for object tracking under non-linear, non-Gaussian dynamics. The high computational cost of particle filters, however, hampers their applicabili…
PPF - A Parallel Particle Filtering Library
Ömer Demirel, Ihor Smal, Wiro Niessen +2
We present the parallel particle filtering (PPF) software library, which enables hybrid shared-memory/distributed-memory parallelization of particle filtering (PF) algorithms combi…
Balancing indivisible real-valued loads in arbitrary networks
Omer Demirel, Ivo F. Sbalzarini
In parallel computing, a problem is divided into a set of smaller tasks that are distributed across multiple processing elements. Balancing the load of the processing elements is k…
Balanced offline allocation of weighted balls into bins
Ömer Demirel, Ivo F. Sbalzarini
We propose a sorting-based greedy algorithm called SortedGreedy[m] for approximately solving the offline version of the d-choice weighted balls-into-bins problem where the number o…