Optimizing Customer Energy Invoice Calculation with Parallel Computation

Diplomityön tarkoituksena on optimoida asiakkaiden sähkölaskun laskeminen hajautetun laskennan avulla. Älykkäiden etäluettavien energiamittareiden tullessa jokaiseen kotitalouteen, energiayhtiöt velvoitetaan laskemaan asiakkaiden sähkölaskut tuntiperusteiseen mittaustietoon perustuen. Kasvava tiedonmäärä lisää myös tarvittavien laskutehtävien määrää. Työssä arvioidaan vaihtoehtoja hajautetun laskennan toteuttamiseksi ja luodaan tarkempi katsaus pilvilaskennan mahdollisuuksiin. Lisäksi ajettiin simulaatioita, joiden avulla arvioitiin rinnakkaislaskennan ja peräkkäislaskennan eroja. Sähkölaskujen oikeinlaskemisen tueksi kehitettiin mittauspuu-algoritmi.

ERP-järjestelmät pilvipalveluna

Työssä tutkitaan ERP-järjestelmää pilvipalveluna. Tutkimusmenetelmänä on käytetty kirjallisuuskatsausta. Työn tavoitteena on antaa lukijalle kuva siitä, mitä käsitteellä ERP-pilvipalveluna tarkoitetaan, miten se eroaa perinteisestä ERP–järjestelmästä sekä analysoida hyötyjä ja haittoja molemmissa ratkaisuissa. ERP-pilvipalvelulla tarkoitetaan ostettua palvelua, jota hallinnoi ja ylläpitää ulkopuolinen yritys. Järjestelmän käytöstä maksetaan kiinteä kuukausittainen maksu ja käyttäjämääriin perustuva maksu. Yrityksen käyttäessä ERP-pilvipalvelua sen ei tarvitse investoida laitteisiin. ERP-pilvipalvelu voi olla toteutettuna yritykselle varatussa yksityisessä pilvessä tai julkisessa pilvessä. Pilvipalveluna toteutettu ERP tekee kustannusten arvioinnin helpommaksi lyhyellä aikavälillä sen maksurakenteen takia. Pieni alkuinvestointi kannustaa ERP-pilvipalvelun käyttöön varsinkin pienissä yrityksissä. Isot yritykset kuitenkin suosivat perinteisiä ERP–ratkaisuja niiden paremman muokattavuuden takia. Suurin osa ERP–järjestelmistä on perinteisiä ratkaisuja. Yritykset pitävät pilvipalveluna toteutetun ERP:n suurimpana haasteena tietoturvariskejä. ERP-pilvipalvelu tekee yrityksen enemmän riippuvaiseksi palveluntarjoajasta.

Cost-efficient virtual machine management : provisioning, admission control, and consolidation

One of the main challenges in Software Engineering is to cope with the transition from an industry based on software as a product to software as a service. The field of Software Engineering should provide the necessary methods and tools to develop and deploy new cost-efficient and scalable digital services. In this thesis, we focus on deployment platforms to ensure cost-efficient scalability of multi-tier web applications and on-demand video transcoding service for different types of load conditions. Infrastructure as a Service (IaaS) clouds provide Virtual Machines (VMs) under the pay-per-use business model. Dynamically provisioning VMs on demand allows service providers to cope with fluctuations on the number of service users. However, VM provisioning must be done carefully, because over-provisioning results in an increased operational cost, while underprovisioning leads to a subpar service. Therefore, our main focus in this thesis is on cost-efficient VM provisioning for multi-tier web applications and on-demand video transcoding. Moreover, to prevent provisioned VMs from becoming overloaded, we augment VM provisioning with an admission control mechanism. Similarly, to ensure efficient use of provisioned VMs, web applications on the under-utilized VMs are consolidated periodically. Thus, the main problem that we address is cost-efficient VM provisioning augmented with server consolidation and admission control on the provisioned VMs. We seek solutions for two types of applications: multi-tier web applications that follow the request-response paradigm and on-demand video transcoding that is based on video streams with soft realtime constraints. Our first contribution is a cost-efficient VM provisioning approach for multi-tier web applications. The proposed approach comprises two subapproaches: a reactive VM provisioning approach called ARVUE and a hybrid reactive-proactive VM provisioning approach called Cost-efficient Resource Allocation for Multiple web applications with Proactive scaling. Our second contribution is a prediction-based VM provisioning approach for on-demand video transcoding in the cloud. Moreover, to prevent virtualized servers from becoming overloaded, the proposed VM provisioning approaches are augmented with admission control approaches. Therefore, our third contribution is a session-based admission control approach for multi-tier web applications called adaptive Admission Control for Virtualized Application Servers. Similarly, the fourth contribution in this thesis is a stream-based admission control and scheduling approach for on-demand video transcoding called Stream-Based Admission Control and Scheduling. Our fifth contribution is a computation and storage trade-o strategy for cost-efficient video transcoding in cloud computing. Finally, the sixth and the last contribution is a web application consolidation approach, which uses Ant Colony System to minimize the under-utilization of the virtualized application servers.

A systematic mapping study of web services discovery mechanisms

Context: Web services have been gaining popularity due to the success of service oriented architecture and cloud computing. Web services offer tremendous opportunity for service developers to publish their services and applications over the boundaries of the organization or company. However, to fully exploit these opportunities it is necessary to find efficient discovery mechanism thus, Web services discovering mechanism has attracted a considerable attention in Semantic Web research, however, there have been no literature surveys that systematically map the present research result thus overall impact of these research efforts and level of maturity of their results are still unclear. This thesis aims at providing an overview of the current state of research into Web services discovering mechanism using systematic mapping. The work is based on the papers published 2004 to 2013, and attempts to elaborate various aspects of the analyzed literature including classifying them in terms of the architecture, frameworks and methods used for web services discovery mechanism. Objective: The objective if this work is to summarize the current knowledge that is available as regards to Web service discovery mechanisms as well as to systematically identify and analyze the current published research works in order to identify different approaches presented. Method: A systematic mapping study has been employed to assess the various Web Services discovery approaches presented in the literature. Systematic mapping studies are useful for categorizing and summarizing the level of maturity research area. Results: The result indicates that there are numerous approaches that are consistently being researched and published in this field. In terms of where these researches are published, conferences are major contributing publishing arena as 48% of the selected papers were conference published papers illustrating the level of maturity of the research topic. Additionally selected 52 papers are categorized into two broad segments namely functional and non-functional based approaches taking into consideration architectural aspects and information retrieval approaches, semantic matching, syntactic matching, behavior based matching as well as QOS and other constraints.

Software business expansion through distribution channel : Case M-Files - Denmark

The purpose of this study was to find out how a software company can successfully expand business to the Danish software market through distribution channel. The study was commissioned by a Finnish software company and it was conducted using a qualitative research method by analyzing external and internal business environment, and interviewing Danish ICT organizations and M-Files personnel. Interviews were semi-structured interviews, which were designed to collect comprehensive information on the existing ICT and software market in Denmark. The research used three external and internal analyzing frameworks; PEST analysis (market level), Porter´s Five Force analysis (industry level competition) and SWOT analysis (company level). Distribution channels theory was a base to understand why and what kind of distribution channels the case company uses, and what kind of channels target markets companies’ uses. Channel strategy and design were integrated to the industry level analysis. The empirical findings revealed that Denmark has very business friendly ICT environment. Several organizations have ranked Denmark´s information and communication technology as the best in the world. Denmark’s ICT and software market are relatively small, compared to many other countries in Europe. Danish software market is centralized. Largest software clusters are in the largest cities; Copenhagen, Aarhus, Odense and Aalborg. From these clusters, software companies can most likely find suitable resellers. The following growing trends are clearly seen in the software market: mobile and wireless applications, outsourcing, security solutions, cloud computing, social business solutions and e-business solutions. When expanding software business to the Danish market, it is important to take into account these trends. In Denmark distribution channels varies depending on the product or service. For many, a natural distribution channel is a local partner or internet. In the public sector solutions are purchased through a public procurement process. In the private sector the buying process is more straight forwarded. Danish companies are buying software from reliable suppliers. This means that they usually buy software direct from big software vendors or local partners. Some customers prefer to use professional consulting companies. These consulting companies can strongly influence on the selection of the supplier and products, and in this light, consulting companies can be important partners for software companies. Even though the competition is fierce in ECM and DMS solutions, Danish market offers opportunities for foreign companies. Penetration to the Danish market through reseller channel requires advanced solutions and objective selection criteria for channel partners. Based on the findings, Danish companies are interested in advanced and efficient software solutions. Interest towards M-Files solutions was clearly seen and the company has excellent opportunity to expand business to the Danish market through reseller channel. Since the research explored the Danish ICT and software market, the results of the study may offer valuable information also to the other software companies which are expanding their business to the Danish market.

Implementing Green IT approach for transferring Big Data over Parallel Data Link

The whole research of the current Master Thesis project is related to Big Data transfer over Parallel Data Link and my main objective is to assist the Saint-Petersburg National Research University ITMO research team to accomplish this project and apply Green IT methods for the data transfer system. The goal of the team is to transfer Big Data by using parallel data links with SDN Openflow approach. My task as a team member was to compare existing data transfer applications in case to verify which results the highest data transfer speed in which occasions and explain the reasons. In the context of this thesis work a comparison between 5 different utilities was done, which including Fast Data Transfer (FDT), BBCP, BBFTP, GridFTP, and FTS3. A number of scripts where developed which consist of creating random binary data to be incompressible to have fair comparison between utilities, execute the Utilities with specified parameters, create log files, results, system parameters, and plot graphs to compare the results. Transferring such an enormous variety of data can take a long time, and hence, the necessity appears to reduce the energy consumption to make them greener. In the context of Green IT approach, our team used Cloud Computing infrastructure called OpenStack. It’s more efficient to allocated specific amount of hardware resources to test different scenarios rather than using the whole resources from our testbed. Testing our implementation with OpenStack infrastructure results that the virtual channel does not consist of any traffic and we can achieve the highest possible throughput. After receiving the final results we are in place to identify which utilities produce faster data transfer in different scenarios with specific TCP parameters and we can use them in real network data links.

CloudSimDisk: Energy-Aware Storage Simulation in CloudSim

Cloud Computing paradigm is continually evolving, and with it, the size and the complexity of its infrastructure. Assessing the performance of a Cloud environment is an essential but strenuous task. Modeling and simulation tools have proved their usefulness and powerfulness to deal with this issue. This master thesis work contributes to the development of the widely used cloud simulator CloudSim and proposes CloudSimDisk, a module for modeling and simulation of energy-aware storage in CloudSim. As a starting point, a review of Cloud simulators has been conducted and hard disk drive technology has been studied in detail. Furthermore, CloudSim has been identified as the most popular and sophisticated discrete event Cloud simulator. Thus, CloudSimDisk module has been developed as an extension of CloudSim v3.0.3. The source code has been published for the research community. The simulation results proved to be in accordance with the analytic models, and the scalability of the module has been presented for further development.

Healthcare Services In CloudComputing

The Thesis title” Healthcare services in cloud computing” discusses the healthcare services available in the new converging technology called cloud computing. This computing technology had craved its path in the desirable market field healthcare. Healthcare is an extensive and a massive mission of maintenance and providing a complete treatment to the person suffering from ailments. In the olden days well equipped healthcare surveillance is not accessible to all communities of people due to several reasons like, geographical locations, equipment cost, and infrastructure, and skilled medical practitioners, now due to the advancement of the medicine in cloud technology has reached some of its barriers making it more viable to all the people (communities) with all the robust technologies and techniques. This study will give an overview of the healthcare transformation of different approaches of cloud computing over information technology and its strategic usage. Further enhancing better healthcare to ensure scalable, compatible functions supporting the well-being, this study also considers the techniques of cloud computing and its application, advancement in healthcare.

Modèle de confiance et ontologie probabiliste pilotés par réseaux bayésiens pour la gestion des accords de services dans l’environnement de services infonuagiques

L’infonuage est un nouveau paradigme de services informatiques disponibles à la demande qui a connu une croissance fulgurante au cours de ces dix dernières années. Le fournisseur du modèle de déploiement public des services infonuagiques décrit le service à fournir, le prix, les pénalités en cas de violation des spécifications à travers un document. Ce document s’appelle le contrat de niveau de service (SLA). La signature de ce contrat par le client et le fournisseur scelle la garantie de la qualité de service à recevoir. Ceci impose au fournisseur de gérer efficacement ses ressources afin de respecter ses engagements. Malheureusement, la violation des spécifications du SLA se révèle courante, généralement en raison de l’incertitude sur le comportement du client qui peut produire un nombre variable de requêtes vu que les ressources lui semblent illimitées. Ce comportement peut, dans un premier temps, avoir un impact direct sur la disponibilité du service. Dans un second temps, des violations à répétition risquent d'influer sur le niveau de confiance du fournisseur et sur sa réputation à respecter ses engagements. Pour faire face à ces problèmes, nous avons proposé un cadre d’applications piloté par réseau bayésien qui permet, premièrement, de classifier les fournisseurs dans un répertoire en fonction de leur niveau de confiance. Celui-ci peut être géré par une entité tierce. Un client va choisir un fournisseur dans ce répertoire avant de commencer à négocier le SLA. Deuxièmement, nous avons développé une ontologie probabiliste basée sur un réseau bayésien à entités multiples pouvant tenir compte de l’incertitude et anticiper les violations par inférence. Cette ontologie permet de faire des prédictions afin de prévenir des violations en se basant sur les données historiques comme base de connaissances. Les résultats obtenus montrent l’efficacité de l’ontologie probabiliste pour la prédiction de violation dans l’ensemble des paramètres SLA appliqués dans un environnement infonuagique.

Plan de empresa : TransRed.com

TransRed.com es un servicio de bolsa de carga terrestre mediante el cual los usuarios actualizan la oferta y demanda del servicio en tiempo real (vía internet o teléfono), donde se consulta la disponibilidad de carga o de camiones de los afiliados a la asistencia remota. Este servicio se divide en dos: TransRed Empresaral (TRE) y TransRed Independiente (TRI) los usuarios de estos servicios serán empresas de transporte de carga terrestre y transportadores independientes. Este servicio actualmente no es prestado por ninguna empresa en Colombia y existe una necesidad latente del mismo, lo cual es una oportunidad que TransRed.com quiere aprovechar innovando en el sector. El tamaño del mercado potencial es de 1.849 empresas de transporte de carga terrestre y 47.000 transportadores independientes lo cual podría representar una facturación total de más de 55.000 millones a un precio por cuenta con alta aceptación de mercado de 80.000 mensuales para las TRE y 60.000 mensuales para las TRI. El objetivo de ventas planteado en este proyecto es de 504 cuentas TRE y 2.020 TRI para el tercer año, que representa el 27% del mercado TRE y el 4% del mercado TRI. Teniendo en cuenta que el nivel de aceptación del servicio está entre 70% y 80%, se pretende alcanzar el objetivo de ventas con una fuerza comercial distribuida en las cuatro principales zonas de concentración de nuestro mercado objetivo (Bogotá, Antioquia, Valle y Atlantico). Los resultados financieros del proyecto nos demuestran que cumpliendo los objetivos planteados y con la estructura de costos diseñada se obtiene un ROI de 54,33% para el tercer año, un periodo de recuperación de la inversión de 1 año y dos meses y un margen de utilidad neta de 24,47% en el tercer año. Este servicio permitirá a sus usuarios optimizar sus operaciones mediante el uso de tecnología de vanguardia, mejorando la competitividad del sector e integrando los diferentes actores que participan en él.

Propuesta de computación en la nube para los libreros del sector de San Victorino en Bogotá para el año 2012 estudio de caso

El trabajo de grado titulado “Propuesta de Computación en la Nube para los Libreros del Sector de San Victorino en Bogotá para el Año 2012. Estudio de Caso”, tiene como objetivo elaborar una propuesta de computación en la nube que sea aplicable a uno de los sectores más dinámicos del centro de Bogotá como es el de los libreros de San Victorino; Este trabajo busca la apropiación de las herramientas que proporcionan las nuevas tecnologías de la información y las comunicaciones en la disciplina de la administración de empresas, como un nuevo escenario de competitividad ajustado a las nuevas condiciones de las organizaciones. La computación en la nube como nueva herramienta tecnológica, permite que diversos usuarios - empresas accedan a la información consolidada, la cual puede ser aportada por ellos mismos, para brindar a los clientes un servicio más eficiente y eficaz, con bajos costos y generando innumerables ventajas que aportan a la competitividad de cada una de las unidades de negocio, las cuales se consolidan como una única organización o clúster. En este sentido se determinó, cómo el sector de San Victorino, en particular el de los libreros, comparten una serie de características y metas similares, que permiten su implantación con los beneficios que se señalan en este trabajo de grado, permitiendo el acceso a información general de productos editoriales e inventarios y la ubicación exacta del librero que lo posee.

INFO2009 2012-13 Resource Group 28 Animation on Green IT

Animation on Green IT Container EdShare to be used to assemble resources developed by team for coursework 2. The metadata will be updated by the group, and description modified when the resource set has been completed. The resource has been set up with an instructional readme file. This will be replaced by each group with a new readme file. Each group needs to update this description. Further instructions in readme.txt

COMP1214 Coursework Description

These slides give the instructuions for completing the COMP1214 team project on cloud and mobile computing

Las TIC en la administración de la cadena de suministro y su incidencia en el desempeño operacional

Las tecnologías de la información han empezado a ser un factor importante a tener en cuenta en cada uno de los procesos que se llevan a cabo en la cadena de suministro. Su implementación y correcto uso otorgan a las empresas ventajas que favorecen el desempeño operacional a lo largo de la cadena. El desarrollo y aplicación de software han contribuido a la integración de los diferentes miembros de la cadena, de tal forma que desde los proveedores hasta el cliente final, perciben beneficios en las variables de desempeño operacional y nivel de satisfacción respectivamente. Por otra parte es importante considerar que su implementación no siempre presenta resultados positivos, por el contrario dicho proceso de implementación puede verse afectado seriamente por barreras que impiden maximizar los beneficios que otorgan las TIC.

Las nuevas tecnolog??as en la clase de espa??ol como lengua extranjera

En la segunda d??cada del siglo XXI se asiste a una completa transformaci??n en el proceso de ense??anza-aprendizaje de las lenguas extranjeras en general, y del espa??ol, en particular. En este nuevo contexto, las nuevas tecnolog??as aplicadas al ??mbito educativo juegan un papel muy importante. Este universo es conocido como la Web 2.0. Se presentan las ventajas e inconvenientes de la utilizaci??n de estas tecnolog??as en la clase de idiomas centr??ndose en cuatro herramientas digitales que ofrecen m??s posibilidades para dinamizar las clases de espa??ol: los blogs, los wikis, el podcasting y Google Docs o el cloud computing.