ASP-malli ja sen alustavien kohdesegmenttien määrittely. Case: Novo Group Oyj

Tutkielman tavoitteena oli selvittää ASP-, eli sovellusvuokrausmallin erityis-piirteitä sekä määrittää alustavat kohdesegmentit toiminnan-, talouden- ja henkilöstönohjausjärjestelmille ASP-ratkaisuna. Työ on kaksiosainen. Tutkimuksen teoreettisessa osassa keskitytään segmentoinnin teorioihin, tietojärjestelmien ulkoistamisen motiiveihin sekä etuihin ja haittoihin sekä ASP-malliin kokonaisuudessaan. Tutkimuksen empiiristä osuutta varten suoritettiin kvalitatiivinen tutkimus, joka koostui 20 haastattelusta 18 eri organisaatiossa. Haastateltavat olivat pääasiassa asiakasyritysten tietohallintopäällikköjä. Alustavat kohdesegmentit muodostettiin teoreettisessa osassa esitettyjen ASP-mallin erityispiirteiden sekä haastattelututkimuksesta saadun informaation perusteella. ASP on uusi malli tietojärjestelmien hankintaan. ASP on käsitteenä vain noin kolme vuotta vanha tutkielman tekohetkellä. Kyseessä on malli, jolle tutkimuslaitokset ovat tehneet lupaavia kasvuennusteita IT-markkinoilla. Markkinoiden kasvu ei ole kuitenkaan ollut ennusteiden mukaista. ASP-ratkaisuna hankittu tietojärjestelmä on kokonaisvaltainen ulkoistusmalli. Kaikki mahdollinen ASP-ratkaisuna hankittavaan järjestelmään tai sovellukseen liittyvä ulkoistetaan palveluntarjoajalle. Tutkimuksessa selvisi, että kiinnostusta mallia kohtaan on olemassa. Mallin edut nähdään suurempina kuin haitat. ASP-ratkaisun käyttöönotolla asiakasyritykselle mahdollistuu resurssien kohdentaminen ydinliiketoimintaan.

Design and evaluation of learning algorithms for dynamic resource management in virtual networks

Network virtualisation is considerably gaining attentionas a solution to ossification of the Internet. However, thesuccess of network virtualisation will depend in part on how efficientlythe virtual networks utilise substrate network resources.In this paper, we propose a machine learning-based approachto virtual network resource management. We propose to modelthe substrate network as a decentralised system and introducea learning algorithm in each substrate node and substrate link,providing self-organization capabilities. We propose a multiagentlearning algorithm that carries out the substrate network resourcemanagement in a coordinated and decentralised way. The taskof these agents is to use evaluative feedback to learn an optimalpolicy so as to dynamically allocate network resources to virtualnodes and links. The agents ensure that while the virtual networkshave the resources they need at any given time, only the requiredresources are reserved for this purpose. Simulations show thatour dynamic approach significantly improves the virtual networkacceptance ratio and the maximum number of accepted virtualnetwork requests at any time while ensuring that virtual networkquality of service requirements such as packet drop rate andvirtual link delay are not affected.

Työntekijöiden ammatillisen osaamisen varmistaminen keskitetyssä toimintamallissa, case: UPM-Kymmene Oyj

Tutkimuksen tavoitteena on selvittää keskitetyn toimintamallin vaikutuksia työntekijöiden ammatillisen osaamisen ylläpidossa ja kehittämisessä. Tutkimuksen teoriaosassa käsitellään ammatillisen osaamisen johtamista ilmiönä, esitellään erilaisia näkökulmia ja oppisuuntia sekä tarkastellaan henkilöstövoimavarojen johtamista hajautetussa ja keskitetyssä organisaatiossa. Tutkimuksen empiirisen osan muodostavat UPM-Kymmene Oyj:n esimiesten ja työntekijöiden haastattelut. Haastatteluaineisto kerättiin ja analysoitiin kvalitatiivisella tutkimusmenetelmällä. Tutkimustulokset osoittavat, että keskitettyyn toimintamalliin siirtymisen myötä linjaesimiesten vastuu työntekijöiden ammatillisen osaamisen ylläpidossa on lisääntynyt, samalla kun työntekijöiden odotetaan ottavan laajempaa vastuuta oman osaamisensa ylläpidossa. Tutkimuksessa nousi esiin myös selkeiden roolien merkitys osaamisen kehittämisessä.

Algorithmic Solutions for Combinatorial Problems in Resource Management of Manufacturing Environments

This thesis studies the use of heuristic algorithms in a number of combinatorial problems that occur in various resource constrained environments. Such problems occur, for example, in manufacturing, where a restricted number of resources (tools, machines, feeder slots) are needed to perform some operations. Many of these problems turn out to be computationally intractable, and heuristic algorithms are used to provide efficient, yet sub-optimal solutions. The main goal of the present study is to build upon existing methods to create new heuristics that provide improved solutions for some of these problems. All of these problems occur in practice, and one of the motivations of our study was the request for improvements from industrial sources. We approach three different resource constrained problems. The first is the tool switching and loading problem, and occurs especially in the assembly of printed circuit boards. This problem has to be solved when an efficient, yet small primary storage is used to access resources (tools) from a less efficient (but unlimited) secondary storage area. We study various forms of the problem and provide improved heuristics for its solution. Second, the nozzle assignment problem is concerned with selecting a suitable set of vacuum nozzles for the arms of a robotic assembly machine. It turns out that this is a specialized formulation of the MINMAX resource allocation formulation of the apportionment problem and it can be solved efficiently and optimally. We construct an exact algorithm specialized for the nozzle selection and provide a proof of its optimality. Third, the problem of feeder assignment and component tape construction occurs when electronic components are inserted and certain component types cause tape movement delays that can significantly impact the efficiency of printed circuit board assembly. Here, careful selection of component slots in the feeder improves the tape movement speed. We provide a formal proof that this problem is of the same complexity as the turnpike problem (a well studied geometric optimization problem), and provide a heuristic algorithm for this problem.

Library Services in a New Perspective: Unifying Resource Management

Johan Rademakersin esitys Kirjastoverkkopäivillä 26.10.2011.

Startupin henkilöstöjohtamismallin valinta - Case Voimaporkkana Oy

Tässä diplomityössä valitaan startup-yritykselle henkilöstöjohtamisen malli. Diplomityön kohdeyritys on teknologiayrittäjyyden koulutusohjelman aikana alkunsa saanut spinoffyritys. Työssä käydään läpi henkilöstöjohtamisen yleisiä teorioita sekä malleja. Lisäksi käsitellään startup-yrityksen sekä kasvumallien teoriaa. Varsinaisena tutkimuksena suoritettiin tutkimalla henkilöstöjohtamisen yleisiä tunnuspiirteitä Cranet-verkoston globaalista tutkimusaineistosta. Cranet-tarkastelun johdosta löydettiin yleiset tunnuspiirteet joista yhdessä HRM-teorian kanssa hahmoteltiin kohdeyrityksen henkilöstöjohtamisen mallia strategisella tasolla. Käytännön taso rajattiin työn ulkopuolelle jatkotutkimuksia varten. Diplomityön tuloksena kohdeyritykselle on kehitty skaalautuva henkilöstöjohtamisen malli. Malli on kontekstuaaliseen malliin pohjautuva ja sitä voidaan käyttää kohdeyrityksen startup-vaiheessa. Organisaation laajentuessa diplomityön mallia voidaan päivittää käytäntöjen osalta vastaamaan kohdeyrityksen tarpeita liiketoimintakentässä.

Project Resource Management in R&D Public Sector Organization

In R&D organizations multiple projects are executed concurrently. Problems arises in managing shared resources since they are needed by multiple projects simultaneously. The objective of this thesis was to study how the project and resource management could be developed in a public sector R&D organization. The qualitative research was carried out in the Magnetic Measurements section at CERN where the section measures magnets for particle accelerators and builds state of the art measurement devices for various needs. Hence, the R&D and measurement projects are very time consuming and very complex. Based on the previous research and the requirements from the organization the best alter- native for resource management was to build a project management information system. A centralized database was constructed and on top of it was built an application for interacting and visualizing the project data. The application allows handling project data, which works as a basis for resource planning before and during the projects are executed. It is one way to standardize the work-flow of projects, which strengthens the project process. Additionally, it was noted that the inner customer’s database, the measurement system and the new application needed to be integrated. Further integration ensures that the project data is received efficiently from customers and available not only within the application but also during the concrete work. The research results introduced a new integrated application, which centralizes the project information flow with better visibility.

Virtual Runtime Application Partitions for Resource Management in Massively Parallel Architectures

This thesis presents a novel design paradigm, called Virtual Runtime Application Partitions (VRAP), to judiciously utilize the on-chip resources. As the dark silicon era approaches, where the power considerations will allow only a fraction chip to be powered on, judicious resource management will become a key consideration in future designs. Most of the works on resource management treat only the physical components (i.e. computation, communication, and memory blocks) as resources and manipulate the component to application mapping to optimize various parameters (e.g. energy efficiency). To further enhance the optimization potential, in addition to the physical resources we propose to manipulate abstract resources (i.e. voltage/frequency operating point, the fault-tolerance strength, the degree of parallelism, and the configuration architecture). The proposed framework (i.e. VRAP) encapsulates methods, algorithms, and hardware blocks to provide each application with the abstract resources tailored to its needs. To test the efficacy of this concept, we have developed three distinct self adaptive environments: (i) Private Operating Environment (POE), (ii) Private Reliability Environment (PRE), and (iii) Private Configuration Environment (PCE) that collectively ensure that each application meets its deadlines using minimal platform resources. In this work several novel architectural enhancements, algorithms and policies are presented to realize the virtual runtime application partitions efficiently. Considering the future design trends, we have chosen Coarse Grained Reconfigurable Architectures (CGRAs) and Network on Chips (NoCs) to test the feasibility of our approach. Specifically, we have chosen Dynamically Reconfigurable Resource Array (DRRA) and McNoC as the representative CGRA and NoC platforms. The proposed techniques are compared and evaluated using a variety of quantitative experiments. Synthesis and simulation results demonstrate VRAP significantly enhances the energy and power efficiency compared to state of the art.

Competence foresight: linking the identification of HR competences and competence management alignment with business strategy

The objective of this study was to increase understanding of the link between the identification of required HR competences and competence management alignment with business strategy in a Finnish, global company employing over 8,000 people and about 100 HR professionals. This aim was approached by analyzing the data collected in focus group interviews using a grounded theory method and in parallel reviewing the literature of strategic human resource management, competence-based strategic management, strategy and foresight. The literature on competence management in different contexts dismisses in-depth discussions on the foresight process and individuals are often forgotten in strategic frameworks. However, corporate foresight helps in the detection of emerging opportunities for innovations and in the implementation of strategy. The empirical findings indicate a lack of strategic leadership and an alignment with HR and business. Accordingly, the most important HR competence areas identified were the need for increasing business understanding and enabling change. As a result, the study provided a holistic model for competence foresight, which introduces HR professionals as strategic change agents in the role of organizational futurists at the heart of the company: facilitating competence foresight and competence development on individual as well as organizational levels, resulting in an agile organization with increased business understanding, sensitive sensors and adaptive actions to enable change.

Strategisen osaamisen johtaminen, casetutkimus energia-alan yrityksestä

Strateginen osaaminen on yrityksen strategian toteutumisen kannalta olennaista osaamista. Sen tunnistamista voidaan pitää koko strategisen osaamisen johtami-sen tärkeimpänä – ja vaikeimpana - vaiheena. Vasta sen jälkeen, kun strategiset osaamisalueet on tunnistettu, voidaan niitä menestyksekkäästi johtaa. Tämän tutkimuksen tavoitteena oli selvittää, mitkä tekijät vaikuttavat strategisen osaamisen tunnistamiseen ja johtamiseen. Tutkimus suoritettiin laadullisena tapaustutkimuksena energia-alan yrityksessä ja empiirinen aineisto kerättiin haastattelemalla konsernin johtoryhmän jäseniä. Tutkimustulos osoittaa, että strategisen osaamisen tunnistamisen ja johtamisen kannalta ratkaisevaa on yrityksen strategisten linjausten vieminen riittävän konk-reettiselle tasolle. Mitä turbulenssisempi toimintaympäristö on, sitä tiheämmin strategisen osaamisen kehittämisen suuntaa tulee tarkastella.

The Role of HR Management in the Corporate Matrix System

The successful performance of company in the market relates to the quality management of human capital aiming to improve the company's internal performance and external implementation of the core business strategy. Companies with matrix structure focusing on realization and development of innovation and technologies for the uncertain market need to select thoroughly the approach to HR management system. Human resource management has a significant impact on the organization and use a variety of instruments such as corporate information systems to fulfill their functions and objectives. There are three approaches to strategic control management depending on major impact on the major interference in employee decision-making, development of skills and his integration into the business strategy. The mainstream research has focus only on the framework of strategic planning of HR and general productivity of firm, but not on features of organizational structure and corporate software capabilities for human capital. This study tackles the before mentioned challenges, typical for matrix organization, by using the HR control management tools and corporate information system. The detailed analysis of industry producing and selling electromotor and heating equipment in this master thesis provides the opportunity to improve system for HR control and displays its application in the ERP software. The results emphasize the sustainable role of matrix HR input control for creating of independent project teams for matrix structure who are able to respond to various uncertainties of the market and use their skills for improving performance. Corporate information systems can be integrated into input control system by means of output monitoring to regulate and evaluate the processes of teams, using key performance indicators and reporting systems.

Human Resource Training and National Sport Organization Managers: Examining the Impact of Training on Individual and Organizational Performance

Within sport, a tremendous amount of effort is committed to the on-the-field performance of athletes and coaches, neglecting the off-the-field performance and development of sport managers. This study examines the impact of human resource training on the performance of five Canadian national sport organizations (NSO) and their managers (N=22). Data were collected on three outcome variables (learning, individual performance, organizational performance) and three mediating variables (motivation to transfer, training design, organizational climate) at three time measures (pre-training, post-training1, post-training2). Results indicate that training improves the learning and individual performance of sport managers, as well as the organizational performance of NSOs. Varying relationships were found at each of the three time measures, demonstrating that a progression to training-related performance change exists, while providing support for three levels of analysis (individual, organizational, systemic). Implications and future research directions are discussed and highlight the need for on-going training opportunities for Canadian sport managers.