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检索条件"任意字段=7th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing"

共 574 条记录，以下是81-90 订阅

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A direct products of fields approach to comprehensive Grobner bases over finite fields

A direct products of fields approach to comprehensive Grobne...

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7th international symposium on symbolic and numeric algorithms for scientific computing

作者： Nabeshima, K Johannes Kepler Univ Res Inst Symbol Computat A-4040 Linz Austria

ISBN: (纸本)0769524532

In this paper we describe comprehensive Grobner bases over finite fields by direct product of fields. In general, representations of comprehensive Grobner bases have some conditions on parameters. However in finite fields we can construct comprehensive Grobner bases without conditions by the theory of von Neumann regular rings. Our comprehensive Grobner bases are defined as Grobner bases in polynomial rings over commutative von Neumann regular rings, hence our comprehensive Grobner bases have some nice properties. Our method is different from the methods of Weispfenning (CGB, CCGB), Monies (DisPGB), Sato and Suzuki (ACGB).

关键词： Natural sciences computing

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Advantages of a neuro-symbolic solution for monitoring IT infrastructures alerts 24

Advantages of a neuro-symbolic solution for monitoring IT in...

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24th international symposium on symbolic and numeric algorithms for scientific computing (SYNASC)

作者： Onchis, Darian M. Istin, Codruta Eduard-Florin, Hogea West Univ Timisoara Dept Comp Sci Timisoara 300223 Romania Politehn Univ Timisoara Dept Computers & IT Timisoara 300006 Romania

ISBN: (纸本)9781665465458

the classification and at the same time the interactive characterization of both bad connections, called alerts or attacks, as well as normal connections, is a must for monitoring network traffic. For this specific task, we developed in this study a neuro-symbolic predictive model based on Logic Tensor Networks. Moreover, we present in detail the advantages and disadvantages of using our hybrid system versus the usage of a standard feed-forward deep neural network classifier. For a relevant comparison, the same dataset was used during training and the metrics resulted have been compared. An overview shows that while both algorithms have similar precision, the hybrid approach gives also the possibility to have interactive explanations and deductive reasoning over data.

关键词： neuro-symbolic model logic tensor networks IT alerts deep learning classifier

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Non-Interleaving Operational Semantics for Geographically Replicated Databases

Non-Interleaving Operational Semantics for Geographically Re...

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15th international symposium on symbolic and numeric algorithms for scientific computing (SYNASC)

作者： Ciobanu, Gabriel Horne, Ross Romanian Acad Inst Comp Sci Iasi 700505 Romania

ISBN: (纸本)9781479930357

For scalable distributed database systems, weak consistency models are essential. Distributed databases, such as Google Spanner, scale to millions of nodes that replicate data across datacentres possibly located on different continents. At this scale, it is infeasible to maintain serialisability, which assumes that a global total order over committed transactions can be established. Instead, weaker consistency models, such as eventual consistency, causal consistency, sequential consistency and external consistency, are assumed. the problem is that operational models, such as labelled transition systems, tend to assume an interleaving semantics, which serialises transactions. To address this limitation, we provide an operational model that allows a weaker notion of consistency for a geographically distributed database inspired by Spanner. We reduce the timing guarantees provided by Spanner's TrueTime protocol to causal dependencies that are specified in a formal calculus.

关键词： Cloud computing distributed databases geo-replication operational semantics distributed databases Cloud computing spanners operational mode replicated databases consistency Consistency (Measurement) Semantics semiotics

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Towards a Clausal Analysis of Proof Schemata 19

Towards a Clausal Analysis of Proof Schemata

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19th international symposium on symbolic and numeric algorithms for scientific computing (SYNASC)

作者： Cerna, David M. Lettmann, Michael Johannes Kepler Univ Linz Res Inst Symbol Computat Linz Austria Tech Univ Wien Inst Informat Syst Vienna Austria

ISBN: (纸本)9781538626269

Proof schemata are a variant of LK-proofs able to simulate various induction schemes in first-order logic by adding so called links to the standard first-order LK-calculus. Links allow proofs to reference other proofs, and thus give schemata a recursive structure. Gentzen style cut-elimination methods, which reduce cuts locally, does not work in the presence of links. However, an alternative method, such as cut-elimination by resolution (CERES), which eliminate cuts globally, is able to reduce cuts over the entire recursive structure simultaneously. Unfortunately, analysis of the cut structure of a proof after partial cut-elimination is non-trivial. By extending local methods to proof schemata, we provide such an analysis.

关键词： Calculus Standards Redundancy Complexity theory scientific computing Information systems Tools

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An algorithm for automated generation of invariants for loops with conditionals

An algorithm for automated generation of invariants for loop...

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7th international symposium on symbolic and numeric algorithms for scientific computing, SYNASC 2005

作者： Kovács, Laura Ildikó Jebelean, Tudor Research Institute for Symbolic Computation Johannes Kepler University Linz Austria

ISBN: (纸本)0769524532

We present an algorithm that generates automatically (algebraic) invariant properties of a loop with conditionals. In the proposed algorithm program analysis is performed in order to transform the code into a form for which algebraic and combinatorial techniques can be applied to obtain invariant properties. these invariants are then used for verifying partial correctness of imperative programs in the theorema system (***). the application of the method is demonstrated in few examples. © 2005 IEEE.

关键词： Invariance

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A web version of TARSKI, a system for computing with Tarski formulas and semialgebraic sets 24

A web version of TARSKI, a system for computing with Tarski ...

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24th international symposium on symbolic and numeric algorithms for scientific computing (SYNASC)

作者： Kovacs, Zoltan Brown, Christopher W. Recio, Tomas Vajda, Robert Priv Univ Coll Educ Diocese Linz Linz Austria US Naval Acad Annapolis MD USA Univ Antonio de Nebrija Madrid Spain Johannes Kepler Univ Linz Linz Austria

ISBN: (纸本)9781665465458

We report on successfully porting and making available online TARSKI, a system for computing with Tarski formulas (Boolean combinations of polynomial sign conditions over the real numbers). TARSKI provides operations like formula simplification and quantifier elimination, and is able to read and write SMT-LIB syntax. the web version of TARSKI was created by using the Emscripten C++ to JavaScript/WebAssembly compiler. A terminal-based interpreter is provided via ***. TARSKI is also available as a JavaScript library. We report on an experimental use in the dynamic geometry software GeoGebra.

关键词： real quantifier elimination WebAssembly porting

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Service brokering in cloud governance

Service brokering in cloud governance

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14th international symposium on symbolic and numeric algorithms for scientific computing (SYNASC)

作者： Munteanu, Victor Ion Mindruta, Cristina Fortis, Teodor-Florin West Univ Timisoara Dept Comp Sci Fac Math & Informat Timisoara Romania Inst e Austria Timisoara Romania

ISBN: (纸本)9780769549347;9781467350266

the dawn of Cloud computing has opened new opportunities for IT-based industries, enabling them to cut costs and extend their businesses to a level which was previously hard to attain. While Cloud adoption is an ongoing process, many enterprises are still reluctant to pursue it because its downside outweighs its benefits, especially due to problems related to security and privacy. Coming from Service Oriented Architecture (SOA) Governance, Cloud Governance aims to cover these issues by offering a set of complementary services to the already available Cloud Management ones. this paper covers one of the core aspects of Cloud Governance, its ability to provide service brokering. A semantic approach is proposed where related services and cloud ontologies as well as brokering mechanisms are discussed.

关键词： Cloud governance service brokering semantic services cloud ontology cloud computing

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Issues in Handling Complex Data Structures with NoSQL databases

Issues in Handling Complex Data Structures with NoSQL databa...

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14th international symposium on symbolic and numeric algorithms for scientific computing (SYNASC)

作者： Lombardo, Santo Di Nitto, Elisabetta Ardagna, Danilo Politecn Milan DEI I-20133 Milan Italy

ISBN: (纸本)9780769549347;9781467350266

the emerging storage systems for Cloud computing are so-called NoSQL databases. these systems lack the join mechanism and declarative queries approach but show high scalability and performance. While most famous ICT companies have no doubts about the usage of NoSQL, there is still a lack of methodologies and mechanisms to support the design and management of a NoSQL database starting from a complex high level data schema. the final goal of our work is to equip NoSQL databases with programming abstractions that make them close to the expressiveness of RDBMS, still maintaining their significant advantages in terms of scalability. In this paper we discuss the main shortcomings of using a NoSQL approach and we show how we plan to overcome them.

关键词： SQL cloud computing data structures digital storage query processing relational databases

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Steel Phase Kinetics Modeling using symbolic Regression 24

Steel Phase Kinetics Modeling using Symbolic Regression

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24th international symposium on symbolic and numeric algorithms for scientific computing (SYNASC)

作者： Piringer, David Bloder, Bernhard Kronberger, Gabriel Univ Appl Sci Upper Austria Heurist & Evolutionary Algorithms Lab A-4232 Hagenberg Austria MCL Forsch GmbH A-8700 Leoben Austria

ISBN: (纸本)9781665465458

We describe an approach for empirical modeling of steel phase kinetics based on symbolic regression and genetic programming. the algorithm takes processed data gathered from dilatometer measurements and produces a system of differential equations that models the phase kinetics. Our initial results demonstrate that the proposed approach allows to identify compact differential equations that fit the data. the model predicts ferrite, pearlite and bainite formation for a single steel type. Martensite is not yet included in the model. Future work shall incorporate martensite and generalize to multiple steel types with different chemical compositions.

关键词： steel phase kinetics genetic programming symbolic regression dynamic models

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Service lifecycle in the cloud environment

Service lifecycle in the cloud environment

引用

14th international symposium on symbolic and numeric algorithms for scientific computing (SYNASC)

作者： Munteanu, Victor Ion Fortis, Teodor-Florin Negru, Viorel West Univ Timisoara Fac Math & Informat Dept Comp Sci Timisoara Romania

ISBN: (纸本)9780769549347;9781467350266

Cloud governance's approach to development in the cloud environment allows for a way in which services are well defined and unambiguous;where they can be easily designed, implemented, deployed and executed;for a way in which they can be consumed. this approach is beneficial to SMEs which can now empower themselves by adopting cloud-based technologies and platforms. they now have the opportunity to develop niche solutions, or to group themselves in specialized clusters, in order to build complex, targeted solutions, tailored on customers' needs. the focus of this paper is detailing the service lifecycle from the point of view of our proposed cloud governance architecture that is based on a cloud management solution, the Cloud Agency, a multi-agent system that is part of the mOSAIC project.

关键词： service lifecycle cloud computing cloud governance cloud brokerage cloud management

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