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One Self-configurable Model to Solve Many Abstract Visual Reasoning Problems 38

One Self-Configurable Model to Solve Many Abstract Visual Re...

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38th AAAI conference on Artificial Intelligence (AAAI) / 36th conference on Innovative applications of Artificial Intelligence / 14th Symposium on Educational Advances in Artificial Intelligence

作者： Malkinski, Mikolaj Mandziuk, Jacek Warsaw Univ Technol Fac Math & Informat Sci Warsaw Poland AGH Univ Krakow Fac Comp Sci Krakow Poland

ISBN: (纸本)1577358872

Visual Reasoning (AVR) comprises a wide selection of various problems similar to those used in human IQ tests. Recent years have brought dynamic progress in solving particular AVR tasks, however, in the contemporary literature AVR problems are largely dealt with in isolation, leading to highly specialized task-specific methods. With the aim of developing universal learning systems in the AVR domain, we propose the unified model for solving Single-Choice Abstract visual Reasoning tasks (SCAR), capable of solving various single-choice AVR tasks, without making any a priori assumptions about the task structure, in particular the number and configuration of panels. The proposed model relies on a novel Structure-Aware dynamic Layer (SAL), which adapts its weights to the structure of the considered AVR problem. Experiments conducted on Raven's Progressive Matrices, Visual Analogy Problems, and Odd One Out problems show that SCAR (SAL-based models, in general) effectively solves diverse AVR tasks, and its performance is on par with the state-of-the-art task-specific baselines. What is more, SCAR demonstrates effective knowledge reuse in multi-task and transfer learning settings. To our knowledge, this work is the first successful attempt to construct a general single-choice AVR solver relying on self-configurable architecture and unified solving method. With this work we aim to stimulate and foster progress on task-independent research paths in the AVR domain, with the long-term goal of development of a general AVR solver.

关键词： Learning systems

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SAT: A stream architecture template for embedded applications

SAT: A stream architecture template for embedded application...

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10th IEEE International conference on Computer and Information technology, CIT-2010, 7th IEEE International conference on Embedded Software and Systems, ICESS-2010, 10th IEEE Int. Conf. Scalable computing and Communications, ScalCom-2010

作者： Yang, Qianming Wu, Nan Wen, Mei He, Yi Su, Huayou Zhang, Chunyuan Computer School National University of Defense Technology Chang Sha Hu Nan 410073 China

ISBN: (纸本)9780769541082

The increase of embedded applications complexity has demanded hardware more flexible while providing higher performance. Reconfigurable architectures and stream processing have been showed significant progresses in exploiting these applications. This paper presents SAT, a stream architecture template that combines stream processing, clustered-VLIW, multi-core, and hardware reuse to achieve the capability of high performance and high flexibility. In order to enhance the efficiency of the auto-generated circuit, we introduced the idea of parameter and template in SAT. In this paper, we also demonstrated a flow of generating the target system based on SAT. The system is implemented in VerilogHDL, and consists of configurable stream core, RISC core, memory core, IO core, and interconnect core. The diverse stream-based implementation of stream core can be configured easily according to the requirements of applications. The system has also been synthesized into an Altera FPGA to verify resource utilization and performance. © 2010 IEEE.

关键词： Reconfigurable architectures

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2017 IEEE International conference on Rebooting computing, ICRC 2017 - Proceedings

2017 IEEE International Conference on Rebooting Computing, I...

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2017 IEEE International conference on Rebooting computing, ICRC 2017

ISBN: (纸本)9781538615539

The proceedings contain 58 papers. The topics discussed include: an Ising computer based on simulated quantum annealing by path integral Monte Carlo method;an energy-efficient mixed-signal neuron for inherently error-resilient neuromorphic systems;impact of linearity and write noise of analog resistive memory devices in a neural algorithm accelerator;synchronised 4-phase resonant power clock supply for energy efficient adiabatic logic;in-memory execution of compute kernels using flow-based memristive crossbar computing;heterogeneous technology configurable fabrics for field-programmable co-design of CMOS and spin-based devices;reducing binary quadratic forms for more scalable quantum annealing;CMOS based scalable cryogenic control electronics for Qubits;a unified hardware/software co-design framework for neuromorphic computing devices and applications;quantum accelerators for high-performance computing systems;NNgine: ultra-efficient nearest neighbor accelerator based on in-memory computing;rebooting the data access hierarchy of computing systems;the superstrider architecture: integrating logic and memory towards non-von Neumann computing;a spike-timing neuromorphic architecture;auditory neural pathway simulation;and a new concept for computing using interconnect crosstalks.

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Design of an Integrative System for configurable Exergames Targeting the Senior Population 1st

Design of an Integrative System for Configurable Exergames T...

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1st International conference on Human Systems Engineering and Design (IHSED) - Future Trends and applications

作者： Paulino, Teresa Munoz, John Bermudez, Sergi Cameirao, Monica S. Univ Madeira Fac Ciencias Exatas & Engn Campus Univ Penteada P-9020105 Funchal Portugal Univ Madeira Madeira Interact Technol Inst Polo Cient & Tecnol Madeira Floor 2 P-9020105 Funchal Portugal

ISBN: (纸本)9783030020538;9783030020521

Physical activity plays a key role in the prevention and delay of health problems associated with sedentarism in the senior population. configurable exergames that can be adapted to fit different needs have been proposed to address this issue because they are fun and enjoyable while promoting physical exercise. This paper describes the design process of an integrative system for Exergaming targeting the senior population that combines human-centred and software engineering methods. An initial requirements elicitation was carried out involving 12 health professionals. This resulted in a list of 110 design requirements, such as customization of games and activities, visualization of historical data, management of plans and sessions, and automatic recommendation of games. The software design was developed using the Unified Modelling Language (UML). Finally, we present two iterations with humancentred techniques, namely, card sorting and paper prototype evaluations, which will serve as basis for future implementations.

关键词： Human-centred design Integrative system engineering Human computer interaction Design for health professionals Exergaming system

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The study of distance education system based on cloud computing and resource integration

The study of distance education system based on cloud comput...

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2014 International conference on Manufacturing technology and Electronics applications, ICMTEA 2014

作者： Yan, Wang Tianjin Radio and TV University No.1 Yingshui Road Nankai District Tianjin China

ISBN: (纸本)9783038353287

China's distance education [1], has great development prospects,based on the vast land area and a large population of Chinese, but there are still many deficiencies. The presence of existing distance education system has high hardware and software requirements and resource duplication. At the same time, the distance education system expansion capacity is weak and configurable is poor and so on. Processing power and unlimited storage capacity of cloud computing is an efficient. Resource integration can ensure the dynamic characteristics of resources, and enhance the advantages of resources. This paper presents the study of distance education system based on cloud computing and resource integration, which can integrate the information resources of teaching, improve resource utilization, but can also enhance the teaching level. And then provide a broad platform for the development of distance education. © (2014) Trans Tech Publications, Switzerland.

关键词： Distance education

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Importance of cloud deployment model and security issues of software as a service (SaaS) for cloud computing 1

Importance of cloud deployment model and security issues of ...

引用

1st International conference on Applied Machine Learning, ICAML 2019

作者： Nowrin, Itisha Nowrin Khanam, Fahima Khanam Department of Computer Science and Engineering Daffodil International University Dhaka Bangladesh Department of Computer Science and Engineering Bangladesh University of Business and Technology Dhaka Bangladesh

ISBN: (纸本)9781728139081

Cloud computing, now-a-days has become the jargon in the industry of IT. It is a model that gives worldwide access to shared pools of configurable resources over the internet. That means it run several applications or programs at the same time on more than one computer. The nature and usage of the cloud computing are developing rapidly both virtually and in reality. It is making things easier for the user of internet by many of its attractive features but these features, have not just only challenged the existing security system, but have also revealed new security issues. In this paper the deployment of cloud models are discussed. The cloud models are deployed as public cloud, private cloud and hybrid cloud. Each of these models have their own advantages and disadvantages. Cloud also provides some services like software as a service (SaaS), Platform as a service (PaaS), Infrastructure as a service (IaaS). This paper is an insightful analysis of the features as well as the securities challenges of Software as a Service (SaaS) for cloud computing. © 2019 IEEE.

关键词： Application programs

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10th IFIP WG 6.1 International conference on Distributed applications and Interoperable Systems, DAIS 2010

10th IFIP WG 6.1 International Conference on Distributed App...

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10th IFIP WG 6.1 International conference on Distributed applications and Interoperable Systems, DAIS 2010

ISBN: (纸本)3642136443

The proceedings contain 19 papers. The special focus in this conference is on Ubiquitous services and applications, Grid computing, Sensor networks, Context awareness, Service orientation, Distributed fault tolerant controllers, Cloud and cluster computing, Adaptive and (re)configurable systems and Collaborative systems. The topics include: RESTful integration of heterogeneous devices in pervasive environments, hosting and using services with QoS guarantee in self-adaptive service systems, validating evolutionary algorithms on volunteer computing grids, a reconfiguration language for virtualized grid infrastructures, distributed object-oriented programming with RFID technology, WISeMid: middleware for integrating wireless sensor networks and the internet, structured context prediction: a generic approach, experiments in model driven composition of user interfaces, service discovery in ubiquitous feedback control loops, qos self-configuring failure detectors for distributed systems, distributed fault tolerant controllers, automatic software deployment in the azure cloud, G2CL: a generic group communication layer for clustered applications, dynamic composition of cross-organizational features in distributed software systems, co-ordinated utility-based adaptation of multiple applications on resource-constrained mobile devices, gradienTv: market-based P2P live media streaming on the gradient overlay and collaborative ranking and profiling: exploiting the wisdom of crowds in tailored web search.

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Research on Measurement Certification technology for Trusted computing of On-board Operating system

Research on Measurement Certification Technology for Trusted...

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2022 Global Reliability and Prognostics and Health Management conference, PHM-Yantai 2022

作者： Hongjing, Yao Jianjun, Gao Mingming, Liu Xiaodong, Wang Mengyu, Qi Yangming, Guo Northwestern Polytechnical University Shaanxi Xian China Space Star Technology Co. Ltd Beijing China Beijing Engineering Research Center of Space-Ground Integrated Information Security Beijing China

ISBN: (数字)9781665496315

ISBN: (纸本)9781665496315

Based on the complexity of space environment and the limitation of space resources, a dynamic measurement authentication method for spaceborne operating system with the trusted chip support is proposed, and the configurable key measurement object identification scheme and verification strategy are given. In this method, Key measurement objects and measurement strategies can be set according to the level of spaceborne application. The critical application processes in operation can be measured and verified periodically, then a system security protection verification mechanism for spaceborne software is obtained. The experimental results show that the dynamic measurement method improves the reliability of the system, and the performance meets the requirements of spaceborne applications, which has great practical value. © 2022 IEEE.

关键词： Trusted computing

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A framework for configurable workflow systems 31

A framework for configurable workflow systems

引用

31st International conference on technology of Object-Oriented Languages and Systems, TOOLS 1999

作者： Han, Yanbo Schaaf, Thorsten Pang, Hongbing Yalande New Technology Research Center Feng-Ti-Nan-Lu 2 Beijing100071 China Free University of Berlin Hindenburgdam 30 Berlin12200 Germany Beijing University of Aeronautics and Astronautics Beijing100083 China

ISBN: (纸本)0769503934

Workflow technology, which is characterized by extracting process logic from individual applications and manipulating it separately to achieve organization-wide business process integration and automation, asks for an appropriate infrastructure support and encourages new system architectural styles. This paper presents a framework for constructing wormow-based applications. Based on conjigurable models, software agents and business objects, the framework focuses on, in addition to supporting the basic requirements of workjlow-based computing, the flexibility issues that are identifed as a deficiency of many contemporary workflow systems. With the help of the framework, a workflow system can be more flexibly composed at runtime according to specific and changing needs. © 1999 IEEE.

关键词： Software architecture

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AutoPyFactory: A Scalable Flexible Pilot Factory Implementation

AutoPyFactory: A Scalable Flexible Pilot Factory Implementat...

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International conference on computing in High Energy and Nuclear Physics (CHEP)

作者： Caballero, J. Hover, J. Love, P. Stewart, G. A. Brookhaven Natl Lab Upton NY 11973 USA

The ATLAS experiment at the CERN LHC is one of the largest users of grid computing infrastructure, which is a central part of the experiment's computing operations. Considerable efforts have been made to use grid technology in the most efficient and effective way, including the use of a pilot job based workload management framework. In this model the experiment submits 'pilot' jobs to sites without payload. When these jobs begin to run they contact a central service to pick-up a real payload to execute. The first generation of pilot factories were usually specific to a single Virtual Organization (VO), and were bound to the particular architecture of that VO's distributed processing. A second generation provides factories which are more flexible, not tied to any particular VO, and provide new and improved features such as monitoring, logging, profiling, etc. In this paper we describe this key part of the ATLAS pilot architecture, a second generation pilot factory, AutoPyFactory. AutoPyFactory has a modular design and is highly configurable. It is able to send different types of pilots to sites and exploit different submission mechanisms and queue characteristics. It is tightly integrated with the PanDA job submission framework, coupling pilot flow to the amount of work the site has to run. It gathers information from many sources in order to correctly configure itself for a site and its decision logic can easily be updated. Integrated into AutoPyFactory is a flexible system for delivering both generic and specific job wrappers which can perform many useful actions before starting to run end-user scientific applications, e. g., validation of the middleware, node profiling and diagnostics, and monitoring. AutoPyFactory also has a robust monitoring system that has been invaluable in establishing a reliable pilot factory service for ATLAS.

关键词： Grid computing

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