31,275 research outputs found
Fixed points for actions of Aut(Fn) on CAT(0) spaces
For n greater or equal 4 we discuss questions concerning global fixed points
for isometric actions of Aut(Fn), the automorphism group of a free group of
rank n, on complete CAT(0) spaces. We prove that whenever Aut(Fn) acts by
isometries on complete d-dimensional CAT(0) space with d is less than 2 times
the integer function of n over 4 and minus 1, then it must fix a point. This
property has implications for irreducible representations of Aut(Fn), which are
also presented here. For SAut(Fn), the unique subgroup of index two in Aut(Fn),
we obtain similar results
The GPU vs Phi Debate: Risk Analytics Using Many-Core Computing
The risk of reinsurance portfolios covering globally occurring natural
catastrophes, such as earthquakes and hurricanes, is quantified by employing
simulations. These simulations are computationally intensive and require large
amounts of data to be processed. The use of many-core hardware accelerators,
such as the Intel Xeon Phi and the NVIDIA Graphics Processing Unit (GPU), are
desirable for achieving high-performance risk analytics. In this paper, we set
out to investigate how accelerators can be employed in risk analytics, focusing
on developing parallel algorithms for Aggregate Risk Analysis, a simulation
which computes the Probable Maximum Loss of a portfolio taking both primary and
secondary uncertainties into account. The key result is that both hardware
accelerators are useful in different contexts; without taking data transfer
times into account the Phi had lowest execution times when used independently
and the GPU along with a host in a hybrid platform yielded best performance.Comment: A modified version of this article is accepted to the Computers and
Electrical Engineering Journal under the title - "The Hardware Accelerator
Debate: A Financial Risk Case Study Using Many-Core Computing"; Blesson
Varghese, "The Hardware Accelerator Debate: A Financial Risk Case Study Using
Many-Core Computing," Computers and Electrical Engineering, 201
On positivity of the Kadison constant and noncommutative Bloch theory
In an earlier paper, we established a natural connection between the
Baum-Connes conjecture and noncommutative Bloch theory, viz. the spectral
theory of projectively periodic elliptic operators on covering spaces. We
elaborate on this connection here and provide significant evidence for a
fundamental conjecture in noncommutative Bloch theory on the non-existence of
Cantor set type spectrum. This is accomplished by establishing an explicit
lower bound for the Kadison constant of twisted group C*-algebras in a large
number of cases, whenever the multiplier is rational.Comment: Latex2e, 16 pages, final version, to appear in a special issue of
Tohoku Math. J. (in press
Analytic Torsion of Z_2-graded Elliptic Complexes
We define analytic torsion of Z_2-graded elliptic complexes as an element in
the graded determinant line of the cohomology of the complex, generalizing most
of the variants of Ray-Singer analytic torsion in the literature. It applies to
a myriad of new examples, including flat superconnection complexes, twisted
analytic and twisted holomorphic torsions, etc. The definition uses
pseudo-differential operators and residue traces. We also study properties of
analytic torsion for Z_2-graded elliptic complexes, including the behavior
under variation of the metric. For compact odd dimensional manifolds, the
analytic torsion is independent of the metric, whereas for even dimensional
manifolds, a relative version of the analytic torsion is independent of the
metric. Finally, the relation to topological field theories is studied.Comment: 14 pages, typos corrected and other minor changes made in the revised
versio
Next Generation Cloud Computing: New Trends and Research Directions
The landscape of cloud computing has significantly changed over the last
decade. Not only have more providers and service offerings crowded the space,
but also cloud infrastructure that was traditionally limited to single provider
data centers is now evolving. In this paper, we firstly discuss the changing
cloud infrastructure and consider the use of infrastructure from multiple
providers and the benefit of decentralising computing away from data centers.
These trends have resulted in the need for a variety of new computing
architectures that will be offered by future cloud infrastructure. These
architectures are anticipated to impact areas, such as connecting people and
devices, data-intensive computing, the service space and self-learning systems.
Finally, we lay out a roadmap of challenges that will need to be addressed for
realising the potential of next generation cloud systems.Comment: Accepted to Future Generation Computer Systems, 07 September 201
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