14,592 research outputs found
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Improving DBMS performance through diverse redundancy
Database replication is widely used to improve both fault tolerance and DBMS performance. Non-diverse database replication has a significant limitation - it is effective against crash failures only. Diverse redundancy is an effective mechanism of tolerating a wider range of failures, including many non-crash failures. However it has not been adopted in practice because many see DBMS performance as the main concern. In this paper we show experimental evidence that diverse redundancy (diverse replication) can bring benefits in terms of DBMS performance, too. We report on experimental results with an optimistic architecture built with two diverse DBMSs under a load derived from TPC-C benchmark, which show that a diverse pair performs faster not only than non-diverse pairs but also than the individual copies of the DBMSs used. This result is important because it shows potential for DBMS performance better than anything achievable with the available off-the-shelf servers
Polarization of the electron and positron produced in combined Coulomb and strong laser fields
The process of production in the superposition of a Coulomb and a
strong laser field is considered. The pair production rate integrated over the
momentum and summed over the spin projections of one of the particles is
derived exactly in the parameters of the laser field and in the Born
approximation with respect to the Coulomb field. The case of a monochromatic
circularly polarized laser field is considered in detail. A very compact
analytical expression of the pair production rate and its dependence on the
polarization of one of the created particles is obtained in the quasiclassical
approximation for the experimentally relevant case of an undercritical laser
field. As a result, the polarization of the created electron (positron) is
derived.Comment: 16 pages, no figure
Finite-size fluctuations and photon statistics near the polariton condensation transition in a single-mode microcavity
We consider polariton condensation in a generalized Dicke model, describing a
single-mode cavity containing quantum dots, and extend our previous mean-field
theory to allow for finite-size fluctuations. Within the fluctuation-dominated
regime the correlation functions differ from their (trivial) mean-field values.
We argue that the low-energy physics of the model, which determines the photon
statistics in this fluctuation-dominated crossover regime, is that of the
(quantum) anharmonic oscillator. The photon statistics at the crossover are
different in the high- and low- temperature limits. When the temperature is
high enough for quantum effects to be neglected we recover behavior similar to
that of a conventional laser. At low enough temperatures, however, we find
qualitatively different behavior due to quantum effects.Comment: 12 pages, 5 figures. v2: Revised version with minor corrections
(typos, added reference, correction in argument following Eq. 25). v3:
further typos correcte
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An Empirical Study of the Effectiveness of 'Forcing Diversity' Based on a Large Population of Diverse Programs
Use of diverse software components is a viable defence against common-mode failures in redundant softwarebased systems. Various forms of "Diversity-Seeking Decisions" (âDSDsâ) can be applied to the process of developing, or procuring, redundant components, to improve the chances of the resulting components not failing on the same demands. An open question is how effective these decisions, and their combinations, are for achieving large enough reliability gains. Using a large population of software programs, we studied experimentally the effectiveness of specific "DSDs" (and their combinations) mandating differences between redundant components. Some of these combinations produced much better improvements in system probability of failure per demand (PFD) than "uncontrolled" diversity did. Yet, our findings suggest that the gains from such "DSDs" vary significantly between them and between the application problems studied. The relationship between DSDs and system PFD is complex and does not allow for simple universal rules
(e.g. "the more diversity the better") to apply
Interplay of Density and Phase Fluctuations in Ultracold One-dimensional Bose Gases
The relative importance of density and phase fluctuations in ultracold one
dimensional atomic Bose gases is investigated. By defining appropriate
characteristic temperatures for their respective onset, a broad experimental
regime is found, where density fluctuations set in at a lower temperature than
phase fluctuations. This is in stark contrast to the usual experimental regime
explored up to now, in which phase fluctuations are largely decoupled from
density fluctuations, a regime also recovered in this work as a limiting case.
Observation of the novel regime of dominant density fluctuations is shown to be
well within current experimental capabilities for both and ,
requiring relatively low temperatures, small atom numbers and moderate aspect
ratios.Comment: Expanded experimental discussion, modified Fig.
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Empirical evaluation of accuracy of mathematical software used for availability assessment of fault-tolerant computer systems
Dependability assessment is typically based on complex probabilistic models. Markov and semi-Markov models are widely used to model dependability of complex hardware/software architectures. Solving such models, especially when they are stiff, is not trivial and is usually done using sophisticated mathematical software packages. We report a practical experience of comparing the accuracy of solutions stiff Markov models obtained using well known commercial and research software packages. The study is conducted on a contrived but realistic cases study of computer system with hardware redundancy and diverse software under the assumptions that the rate of failure of software may vary over time, a realistic assumption. We observe that the disagreement between the solutions obtained with the different packages may be very significant. We discuss these findings and directions for future research
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