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检索条件"主题词=Programming interface"

共 28 条记录，以下是11-20 订阅

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MLI: An API for Distributed Machine Learning

MLI: An API for Distributed Machine Learning

引用

IEEE 13th International Conference on Data Mining (ICDM)

作者： Sparks, Evan R. Talwalkar, Ameet Smith, Virginia Kottalam, Jey Pan, Xinghao Gonzalez, Joseph Franklin, Michael J. Jordan, Michael I. Kraska, Tim Univ Calif Berkeley Berkeley CA 94720 USA Brown Univ Providence RI 02912 USA

MLI is an Application programming interface designed to address the challenges of building Machine Learning algorithms in a distributed setting based on data-centric computing. Its primary goal is to simplify the development of high-performance, scalable, distributed algorithms. Our initial results show that, relative to existing systems, this interface can be used to build distributed implementations of a wide variety of common Machine Learning algorithms with minimal complexity and highly competitive performance and scalability.

关键词： distributed computing machine learning programming interface

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Synthesizing API Usage Examples

Synthesizing API Usage Examples

引用

34th International Conference on Software Engineering (ICSE)

作者： Buse, Raymond P. L. Weimer, Westley Univ Virginia Dept Comp Sci Charlottesville VA 22903 USA

ISBN: (纸本)9781467310673

Key program interfaces are sometimes documented with usage examples: concrete code snippets that characterize common use cases for a particular data type. While such documentation is known to be of great utility, it is burdensome to create and can be incomplete, out of date, or not representative of actual practice. We present an automatic technique for mining and synthesizing succinct and representative human-readable documentation of program interfaces. Our algorithm is based on a combination of path sensitive dataflow analysis, clustering, and pattern abstraction. It produces output in the form of well-typed program snippets which document initialization, method calls, assignments, looping constructs, and exception handling. In a human study involving over 150 participants, 82% of our generated examples were found to be at least as good at human-written instances and 94% were strictly preferred to state of the art code search.

关键词： human subject data types exception handling Application programming interfaces concrete specification mining Strictly programming interface state of the art data flow analysis

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Developing an interface for a research program

Developing an interface for a research program

引用

Int Conf on Smart Syst in all Fields of the Life-Aerospace, Robot, Mech Engn, Mfg Syst, Biomechatron, Neurorehabilitat and Human Motricities

作者： Eugen, Strajescu Ionut, Spataru Splaiul Independentei 313 Sector6 Bucharest Romania

ISBN: (纸本)9783037858981

The goal at the present paper is to present an interface develop for a research program that was develop for a PhD theses. The program simulates a magnetron machine used in industrial coating of the glass sheets. The interface is intended to be used by operators of the machine. An objective of the study is to present the steps needed to develop an interface that is very easy to use and in the same time controls a very complex program.

关键词： programming interface mathlag Gui magnetron plasma

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Classical Electrical Circuitry to Support Modern Control Methods

Classical Electrical Circuitry to Support Modern Control Met...

引用

IEEE Conference on Electronics, Circuits, and Systems (ICECS)

作者： Papoutsidakis, M. Tseles, D. Piromalis, D. Piraeus Univ Appl Sci Dept Automat Engn Athens Greece

ISBN: (纸本)9781509002467

Pneumatic positioning systems have always been attractive for robotics and automation applications due to their high power-to-weight ratio and low cost. On the other hand, achieving fast and accurate control of their position have been known as a complex control problem and in fact it has not been solved yet in a 100% percentage of position accuracy and repeatability. A smart way to implement the three term classical control approach (PID) to such a system is presented in this paper. The I-Term was selected to be "switched" on and off, dynamically and automatically, according to the system control requirements. Although the task sounds challenging for an engineer, the primary aim of this research project is to design and implement an advanced electrical board which will be the embedded interface between an engineer and a pneumatic positioning plant. The interface board will include a microcontroller and all necessary peripheral circuitry as well as the software environment where the control code will be composed. Low cost, easy to pick-up from a local store electrical equipment will be used that can operate under non up to date computer connection thus minimizing the cost of the whole system further. Reliability, low cost and ease of use of the board are critical design factors. The feedback data of the pneumatic system performance will be monitored in a computer monitor via the board's data acquisition operation in real time.

关键词： data acquisition controller design electrical circuitry performance monitoring programming interface

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programming Heterogeneous Systems with Array Types 15

Programming Heterogeneous Systems with Array Types

引用

2015 15th IEEE ACM International Symposium on Cluster Cloud and Grid Computing (CCGrid 2015)

作者： Cui, Xiang Li, Xiaowen Chen, Yifeng Peking Univ Sch EECS HCST Key Lab Beijing Peoples R China Air Def Forces Acad Zhengzhou Peoples R China State Key Lab Math Engn & Adv Comp Wuxi Peoples R China Henan Univ Coll Comp & Informat Engn Kaifeng Peoples R China

ISBN: (纸本)9781479980062

This paper describes the use of array notation called Parray in refinement of parallel programs concerning array type that separates the physical data layout and logical structure of multi-dimensional data, and the control flow diversion of heterogeneous processor units. A case study on matrix multiplication demonstrates refinement of Parray programs: the code evolves from a simple single CPU-thread code to a multi-thread code on CPU/MIC and then a GPU code by modifying the array types in only a few lines of code. A GPU-based SGEMM is implemented in Parray and achieves almost the same Gflops of CUBLAS 4.0 when testing on a single node of Tian-1A system. Because the code operates directly on the logical structure of array, the same SGEMM code can work on different physical array data layouts.

关键词： heterogeneous programming array type programming interface

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Making Shapes from Modules by Magnification

Making Shapes from Modules by Magnification

引用

IEEE/RSJ International Conference on Intelligent Robots and Systems

作者： An, Byoungkwon Rus, Daniela MIT CSAIL Distributed Robot Lab Cambridge MA 02139 USA

ISBN: (纸本)9781424466757

We present a distributed algorithm for creating a modular shape by magnification. The input to the algorithm is presented with a small scale version of the desired shape and a magnification factor m. The output of the system is the object that corresponds to the m-fold magnification of the input shape. We describe and analyze a distributed algorithm for this capability and present simulation results. Making shapes by magnification can be viewed as a programming interface for creating objects by programming matter.

关键词： distributed algorithm distributed algorithms m-fold magnification magnification factor modular shape Making programming interface programming matter robot programming solid modelling

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Research on the Construction of Mobile Learning Service

Research on the Construction of Mobile Learning Service

引用

International Conference on Computer Engineering and Technology

作者： Li, Chunlian Lin, Ying Sun, Yu Dou, Lili Han, Bing Changchun Univ Comp Sch Changchun Jilin Peoples R China Northeast Normal Univ Comp Sch Changchun Peoples R China

ISBN: (纸本)9780769535210

In this paper we propose grid information service series model and system software architecture Of mobile learning service, Mobile learning service is realized by WebService based on grid, which can provide a programming interface for the majority of the software vendors who develop education platform based on mobile learning technology. The service permits reusing not only the code but also the data resources behind the code, has strong applicability

关键词： Mobile learning WebService grid e-learning Computer and computer services industries programming interface Codes

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High-Level Abstraction for Teaching Smart Systems Design with Modular Hardware

High-Level Abstraction for Teaching Smart Systems Design wit...

引用

10th European Workshop on Microelectronics Education (EWME)

作者： Philipp, Francois Glesner, Manfred Tech Univ Darmstadt Microelect Syst Res Grp D-64283 Darmstadt Germany

ISBN: (纸本)9781479940165

This paper discusses the utilization of modular hardware devices in an educational context. As the leading platform for such purposes, we first describe the ingredients at the origin of Arduino's success. Examples of student projects and seminars based on this platform will illustrate how Arduino triggers innovation by providing an accessible programming interface and rich reusable content. Based on several experiences, we describe the design of a platform environment for smart wireless sensors reusing key concepts from Arduino to facilitate and accelerate development and deployment time. The usage of the new platform and design interface in student projects is described as well.

关键词： level of abstraction System design systems engineering Intelligent systems Platform Modularity Computer hardware Abstraction INGREDIENTS Students Technological Innovations Pedagogy Teaching programming interface

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Facilitating Information Management in Integrated Development Environments through Visual interface Enhancements

Facilitating Information Management in Integrated Developmen...

引用

IEEE International Conference on Software Quality, Reliability and Security Companion (QRS-C)

作者： Cai, Haipeng Univ Notre Dame Dept Comp Sci & Engn Notre Dame IN 46556 USA

ISBN: (纸本)9781467395984

In the past decades, integrated development environments (IDEs) have been largely advanced to facilitate software engineering tasks and improve developer productivity. Yet, with growing information needs driven by increasing complexity in developing modern software with demands for high quality and reliability, developers often need to switch among multiple user interfaces, even across different applications, in their development process, which breaks their mental workflow thus tends to adversely affect their work efficiency and productivity. This paper discusses challenges faced by the current IDE design mainly due to working context transitions imposed on developers during their search for multiple information sources for their development needs. It remarks the primary blockades behind and initially explores some high-level design considerations for overcoming such challenges in the next-generation IDEs. Specifically, a few design enhancements on top of modern IDEs are proposed, attempting to reduce the overheads of frequent context switching commonly seen in the multitasking practice of developers.

关键词： Information need integrated development environment context switching automatic recommendation programming interface software visualization

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A Semantics-Driven Approach to Lyrics Segmentation

A Semantics-Driven Approach to Lyrics Segmentation

引用

8th International Workshop on Semantic and Social Media Adaptation and Personalization (SMAP)

作者： Barate, Adriano Ludovico, Luca A. Santucci, Enrica Univ Milan LIM I-20135 Milan Italy

ISBN: (纸本)9780769551326

The purpose of this paper is describing a semantics-driven approach to the automatic segmentation of song lyrics. The proposed algorithm takes into account the basic formatting commonly in use for lyrics on CD booklets and specialized Web sites, in order to extract basic semantic information, such as the organization in lines and sections. Then the algorithm applies simple rules to reconstruct lyrics structure, supporting tolerance margins as regards possible errors and encoding variants. The output is a sequence of sections labelled according to the similarity of their contents. The resulting segmenter is publicly available as a set of methods exposed via a Web application programming interface (API).

关键词： MTDH gene web applications Semantics websites Songs segmentation Segmentation programming interface formatting set method lines lines Application programming interfaces Alkali Basic language

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