6,170 research outputs found
Cyclic sieving and cluster multicomplexes
Reiner, Stanton, and White \cite{RSWCSP} proved results regarding the
enumeration of polygon dissections up to rotational symmetry. Eu and Fu
\cite{EuFu} generalized these results to Cartan-Killing types other than A by
means of actions of deformed Coxeter elements on cluster complexes of Fomin and
Zelevinsky \cite{FZY}. The Reiner-Stanton-White and Eu-Fu results were proven
using direct counting arguments. We give representation theoretic proofs of
closely related results using the notion of noncrossing and semi-noncrossing
tableaux due to Pylyavskyy \cite{PN} as well as some geometric realizations of
finite type cluster algebras due to Fomin and Zelevinsky \cite{FZClusterII}.Comment: To appear in Adv. Appl. Mat
AT-GIS: highly parallel spatial query processing with associative transducers
Users in many domains, including urban planning, transportation, and environmental science want to execute analytical queries over continuously updated spatial datasets. Current solutions for largescale spatial query processing either rely on extensions to RDBMS, which entails expensive loading and indexing phases when the data changes, or distributed map/reduce frameworks, running on resource-hungry compute clusters. Both solutions struggle with the sequential bottleneck of parsing complex, hierarchical spatial data formats, which frequently dominates query execution time. Our goal is to fully exploit the parallelism offered by modern multicore CPUs for parsing and query execution, thus providing the performance of a cluster with the resources of a single machine. We describe AT-GIS, a highly-parallel spatial query processing system that scales linearly to a large number of CPU cores. ATGIS integrates the parsing and querying of spatial data using a new computational abstraction called associative transducers(ATs). ATs can form a single data-parallel pipeline for computation without requiring the spatial input data to be split into logically independent blocks. Using ATs, AT-GIS can execute, in parallel, spatial query operators on the raw input data in multiple formats, without any pre-processing. On a single 64-core machine, AT-GIS provides 3× the performance of an 8-node Hadoop cluster with 192 cores for containment queries, and 10× for aggregation queries
Molecular dynamics simulation: a tool for exploration and discovery using simple models
Emergent phenomena share the fascinating property of not being obvious
consequences of the design of the system in which they appear. This
characteristic is no less relevant when attempting to simulate such phenomena,
given that the outcome is not always a foregone conclusion. The present survey
focuses on several simple model systems that exhibit surprisingly rich emergent
behavior, all studied by MD simulation. The examples are taken from the
disparate fields of fluid dynamics, granular matter and supramolecular
self-assembly. In studies of fluids modeled at the detailed microscopic level
using discrete particles, the simulations demonstrate that complex hydrodynamic
phenomena in rotating and convecting fluids, the Taylor-Couette and
Rayleigh-B\'enard instabilities, can not only be observed within the limited
length and time scales accessible to MD, but even quantitative agreement can be
achieved. Simulation of highly counterintuitive segregation phenomena in
granular mixtures, again using MD methods, but now augmented by forces
producing damping and friction, leads to results that resemble experimentally
observed axial and radial segregation in the case of a rotating cylinder, and
to a novel form of horizontal segregation in a vertically vibrated layer.
Finally, when modeling self-assembly processes analogous to the formation of
the polyhedral shells that package spherical viruses, simulation of suitably
shaped particles reveals the ability to produce complete, error-free assembly,
and leads to the important general observation that reversible growth steps
contribute to the high yield. While there are limitations to the MD approach,
both computational and conceptual, the results offer a tantalizing hint of the
kinds of phenomena that can be explored, and what might be discovered when
sufficient resources are brought to bear on a problem.Comment: 21 pages, 20 figures (v2 - minor text addition
- …