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Power-Efficient and Predictable Data Centers with Sliding Scheduled Tenant Requests

Power-Efficient and Predictable Data Centers with Sliding Sc...

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IEEE international conference on Cloud Computing Technology and Science (CloudCom)

作者： Aissan Dalvandi Mohan Gurusamy Kee Chaing Chua Department of Electrical and Computer Engineering National University of Singapore Singapore

Power efficiency and predictable performance have become major concerns for cloud service providers as they significantly affect cloud adoption and tenancy cost. Providing guaranteed resources for predictable performance in data centers drives the need for a request model which abstracts the traffic characteristics as well as the resource requirements of tenant applications. In this paper, we propose a novel Sliding Scheduled Tenant (SST) request model which enables tenants to request their resources for an estimated required time duration which can slide within a certain time-window. We investigate the power-efficient resource-guaranteed Virtual Machine (VM) -placement and routing problem for dynamically arriving SST requests. the problem requires provisioning of the specified resources in a data center for the required duration of requests by choosing an appropriate start- and end-time within their specified time-window, so as to maximize the number of accepted requests while consuming as low power as possible. We develop a mixed integer linear programming (MILP) optimization problem formulation based on the multi-component utilization-based power model. Since this problem which is a combination of VMplacement, scheduling and routing problems, is computationally rohibitive, we develop a fast and scalable heuristic algorithm. We demonstrate the effectiveness of the proposed algorithm and SST request model in terms of power saving and acceptance ratio through comprehensive simulation results.

关键词： Servers Bandwidth Routing Power demand Biological system modeling Data models Optimization

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Domain Specific Case Tool for ICT-Enabled Service Design

Domain Specific Case Tool for ICT-Enabled Service Design

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Hawaii international conference on System Sciences

作者： Tuure Tuunanen Michael Przybilski University of Jyvaskyla University of Helsinki

ISBN: (纸本)9781479925056

One major problem in service design is the limited availability of information gathered during the development process. In particular, information on end-user requirements is difficult for designers, developers, and maintainers to access. Here, we provide a mechanism that supports the gathering and modeling of various types of information throughout the service and software development life cycle. As various existing tools focus on a particular part of the life cycle, essential information is not available, or it is more difficult to obtain in later stages. the linkage between information collected in the different stages is often lost. the implemented tool support enables the modeling of requirements;the abstraction of these requirements in the form of the required system functionalities, which can also be modeled;and the connection with component-based software engineering to support the design of ICT-enabled services.

关键词： software development life cycle information-type Life cycle tool cases PROCESS DEVELOPMENT Modeling harvesting User needs Not Available object oriented programming

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Formalisation of a Generic Extra-Functional Properties Framework

Formalisation of a Generic Extra-Functional Properties Frame...

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6th international conference on Evaluation of Novel Approaches to Software engineering (ENASE)

作者： Jezek, Kamil Brada, Premek Univ West Bohemia Dept Comp Sci & Engn Univerzitni 8 Plzen 30614 Czech Republic

ISBN: (纸本)9783642323416

Approaches to improve software composition become remarkably important with the gradual enlargement of software systems. Together with adaptation of component-based programming to cope with software complexity, extra-functional properties are playing a more important role. the problem addressed in this paper concerns an insufficient adoption of extra-functional properties into practise that consequently limits approaches to modularised software. As a solution this paper presents a comprehensive framework which enables the use of extra-functional properties in existing systems with the promise to improve component application consistency. the framework is described in a formal manner and its practical application is shown on the Spring and OSGi component models.

关键词： Software components Extra-functional properties Compatibility Repository Inter-component binding Framework

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Object-oriented programming with Gradual Abstraction

Object-oriented Programming with Gradual Abstraction

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11th international conference on generative programming and component engineering8th symposium on Dynamic Languages

作者： Normark, Kurt thomsen, Lone Leth thomsen, Bent Aalborg Univ Dept Comp Sci Aalborg Denmark

We describe an experimental object-oriented programming language, ASL2, that supports program development by means of a series of abstraction steps. the language allows immediate object construction, and it is possible to use the constructed objects for concrete problem solving tasks. Classes and class hierarchies can be derived from the objects - via gradual abstraction steps. We introduce two levels of object classification, called weak and strong object classification. Strong object classification relies on conventional classes, whereas weak object classification is looser, and less restrictive. As a central mechanism, weakly classified objects are allowed to borrow methods from each other. ASL2 supports class generalization, as a counterpart to class specialization and inheritance in mainstream object-oriented programming languages. the final abstraction step discussed in this paper is a syntactical abstraction step that derives a source file with a syntactical class form.

关键词： Languages Design Experimentation ASL2 objects before classes weak and strong classification of objects abstraction steps Scheme

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CoExist: Overcoming Aversion to Change Preserving Immediate Access to Source Code and Run-time Information of Previous Development States

CoExist: Overcoming Aversion to Change Preserving Immediate ...

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11th international conference on generative programming and component engineering8th symposium on Dynamic Languages

作者： Steinert, Bastian Cassou, Damien Hirschfeld, Robert Univ Potsdam Software Architecture Grp Hasso Plattner Inst Potsdam Germany

Programmers make many changes to the program to eventually find a good solution for a given task. In this course of change, every intermediate development state can of value, when, for example, a promising ideas suddenly turn out inappropriate or the interplay of objects turns out more complex than initially expected before making changes. Programmers would benefit from tool support that provides immediate access to source code and run-time of previous development states of interest. We present IDE extensions, implemented for Squeak/Smalltalk, to preserve, retrieve, and work with this information. With such tool support, programmers can work without worries because they can rely on tools that help them with whatever their explorations will reveal. they no longer have to follow certain best practices only to avoid undesired consequences of changing code.

关键词： Design Experimentation Human Factors Continuous Testing Continuous Versioning Debugging Evolution Explore-first programming Fault Localization Prototyping

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Adaptive Data Parallelism for Internet Clients on Heterogeneous Platforms

Adaptive Data Parallelism for Internet Clients on Heterogene...

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11th international conference on generative programming and component engineering8th symposium on Dynamic Languages

作者： Pignotti, Alessandro Welc, Adam Mathiske, Bernd Scuola Superiore Sant'Anna Italy Oracle Labs United States Adobe United States

Today's Internet is long past static web pages filled with HTML-formatted text sprinkled with an occasional image or animation. We have entered an era of Rich Internet Applications executed locally on Internet clients such as web browsers: games, physics engines, image rendering, photo editing, etc. Yet today's languages used to program Internet clients have limited ability to tap to the computational capabilities of the underlying, often heterogeneous, platforms. In this paper we present how a Domain Specific Language (DSL) can be integrated into ActionScript, one of the most popular scripting languages used to program Internet clients and a close cousin of JavaScript. We demonstrate how our DSL, called ASDP (ActionScript Data Parallel), can be used to enable data parallelism for existing sequential programs. We also present a prototype of a system where data parallel workloads can be executed on either CPU or a GPU, with the runtime system transparently selecting the best processing unit, depending on the type of workload as well as the architecture and current load of the execution platform. We evaluate performance of our system on a variety of benchmarks, representing different types of workloads: physics, image processing, scientific computing and cryptography.

关键词： languages performance programming languages data-parallelism ActionScript

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Proceedings of the 5th international Workshop on Feature-Oriented Software Development, FOSD 2013 - Co-located with GPCE at SPLASH 2013

Proceedings of the 5th International Workshop on Feature-Ori...

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5th Int. Workshop on Feature-Oriented Software Development, FOSD 2013 - Co-located with 12th Int. Conf. on generative programming: Concepts and Experiences, GPCE 2013 and the ACM SIGPLAN Conf. SPLASH 2013

ISBN: (纸本)9781450321686

the proceedings contain 6 papers. the topics discussed include: exploring feature interactions in the wild: the new feature-interaction challenge;features, modularity, and variation points;executable modelling of dynamic software product lines in the ABS language;an abstract representation of variational graphs;implementing refactorings for FOP lessons learned and challenges ahead;and program slicing to understand software generators.

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Web engineering: 13th international conference, ICWE 2013, Aalborg, Denmark, July 8-12, 2013, Proceedings

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2013年

作者： Florian Daniel Peter Dolog Qing Li

ISBN: (纸本)9783642392016

this book constitutes the refereed proceedings of the 13th international conference on Web engineering, ICWE 2013, held in Aalborg, Denmark, in July 2013. the 21 full research papers, 4 industry papers, and 11 short papers presented were carefully reviewed and selected from 92 submissions. the scientific program was completed with 7 workshops, 6 demonstrations and posters. the papers cover a wide spectrum of topics, such as, among others: web mining and knowledge extraction, semantic and linked data management, crawling and web research, model-driven web engineering, component-based web engineering, Rich Internet Applications (RIAs) and client-side programming, web services, and end-user development.

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GPCE'11 - Proceedings of the 10th international conference on generative programming and component engineering

GPCE'11 - Proceedings of the 10th International Conference o...

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10th ACM international conference on generative programming and component engineering, GPCE'11

ISBN: (纸本)9781450306898

the proceedings contain 18 papers. the topics discussed include: tailoring dynamic software product lines;feature interactions, products, and composition;on the impact of feature dependencies when maintaining preprocessor-based software product lines;investigating the safe evolution of software product lines;static analysis of aspect interaction and composition in component models;infrastructure for component-based dds application development;generation of geometric programs specified by diagrams;model-driven engineering and run-time model-usage in service robotics;generating database migrations for evolving web applications;pragmatics for formal semantics;application of model based development to flexible code generation;Firepile: run-time compilation for GPUs in scala;and monitoring aspects for the customization of automatically generated code for big-step models.

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Partially Occluded Pedestrian Classification using Part-based Classifiers and Restricted Boltzmann Machine Model

Partially Occluded Pedestrian Classification using Part-base...

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international IEEE conference on Intelligent Transportation Systems

作者： Saleh Aly Loay Hassan Alaa Sagheer Hiroshi Murase Faculty of Engineering Department of Electrical Engineering Aswan University Faculty of Science Department of Mathematics Aswan University Graduate School of Information Science Department of Media Science Nagoya University

ISBN: (纸本)9781479929153

One of the main challenges in pedestrian detection is occlusion. this paper presents a new method for pedestrian classification with partial occlusion handling. the proposed system involves a set of component-based classifiers trained on features derived from non-occluded dataset. the scores of all component classifiers are statistically modeled to estimate the final score of pedestrian. A generative stochastic neural network model namely Restricted Boltzmann Machine (RBM) is learned to estimate the posterior probability of pedestrian given its components scores. the training data used to train RBM model is artificially generated occluded data which simulate real occlusion conditions appeared in pedestrians. Experimental results on real-world dataset, with both partially occluded and non-occluded data shows the effectiveness of the proposed method.

关键词： Detectors Training Support vector machines Training data Data models Feature extraction Stochastic processes

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