Distributed parallelization of greedy Mobile Network Optimization algorithms

The Mobile Network Optimization (MNO) technologies have advanced at a tremendous pace in recent years. And the Dynamic Network Optimization (DNO) concept emerged years ago, aimed to continuously optimize the network in response to variations in network traffic and conditions. Yet, DNO development is still at its infancy, mainly hindered by a significant bottleneck of the lengthy optimization runtime. This paper identifies parallelism in greedy MNO algorithms and presents an advanced distributed parallel solution. The solution is designed, implemented and applied to real-life projects whose results yield a significant, highly scalable and nearly linear speedup up to 6.9 and 14.5 on distributed 8-core and 16-core systems respectively. Meanwhile, optimization outputs exhibit self-consistency and high precision compared to their sequential counterpart. This is a milestone in realizing the DNO. Further, the techniques may be applied to similar greedy optimization algorithm based applications.

Asynchronous distributed parallelization of mobile network optimization algorithms

It has been years since the introduction of the Dynamic Network Optimization (DNO) concept, yet the DNO development is still at its infant stage, largely due to a lack of breakthrough in minimizing the lengthy optimization runtime. Our previous work, a distributed parallel solution, has achieved a significant speed gain. To cater for the increased optimization complexity pressed by the uptake of smartphones and tablets, however, this paper examines the potential areas for further improvement and presents a novel asynchronous distributed parallel design that minimizes the inter-process communications. The new approach is implemented and applied to real-life projects whose results demonstrate an augmented acceleration of 7.5 times on a 16-core distributed system compared to 6.1 of our previous solution. Moreover, there is no degradation in the optimization outcome. This is a solid sprint towards the realization of DNO.

Palliative Medicine:Scoping the level and extent of service provision to people with intellectual disability at end of life Poster Presentation

Background: Concerns exist about the end of life care
that people with intellectual disabilities receive. This population
are seldom referred to palliative care services and
inadequate data sets exist about their place of death.
Aim: To scope the extent of service provision to people
with intellectual disabilities at the end of life by specialist
palliative care and intellectual disability services in one
region of the United Kingdom.
Methods: As part of a larger doctoral study a regional survey
took place of a total sample (n=66) of specialist palliative
care and intellectual disability services using a postal
questionnaire containing forty items. The questionnaire
was informed by the literature and consultation with an
expert reference group. Data were analysed using SPSS to
obtain descriptive statistics.
Results: A total response rate from services of 71.2%
(n=47) was generated. Findings showed a range of experience
among services in providing end of life care to people
with intellectual disabilities in the previous five years, but
general hospitals were reported the most common place of
death. A lack of accessible information on end of life care
for people with learning disabilities was apparent. A few
services (n=14) had a policy to support this population to
make decisions about their care or had used adapted Breaking
Bad News guidelines (n=5) to meet their additional
needs. Both services recognised the value of partnership
working in assessing and meeting the holistic needs of
people with intellectual disabilities at end of life.
Conclusions: A range of experience in caring for people
with intellectual disabilities was present across services,
but more emphasis is required on adapting communication
for this population to facilitate them to participate in their
care. These findings could have international significance
given that studies in other countries have highlighted a
need to widen access to palliative care for this group of
people.

Justified assessments of service provider reputation

Abstract Reputation, influenced by ratings from past clients, is crucial for providers competing for custom. For new providers with less track record, a few negative ratings can harm their chances of growing. In the JASPR project, we aim to look at how to ensure automated reputation assessments are justified and informative. Even an honest balanced review of a service provision may still be an unreliable predictor of future performance if the circumstances differ. For example, a service may have previously relied on different sub-providers to now, or been affected by season-specific weather events. A common way to ameliorate the ratings that may not reflect future performance is by weighting by recency. We argue that better results are obtained by querying provenance records on how services are provided for the circumstances of provision, to determine the significance of past interactions. Informed by case studies in global logistics, taxi hire, and courtesy car leasing, we are going on to explore the generation of explanations for reputation assessments, which can be valuable both for clients and for providers wishing to improve their match to the market, and applying machine learning to predict aspects of service provision which may influence decisions on the appropriateness of a provider. In this talk, I will give an overview of the research conducted and planned on JASPR. Speaker Biography Dr Simon Miles Simon Miles is a Reader in Computer Science at King's College London, UK, and head of the Agents and Intelligent Systems group. He conducts research in the areas of normative systems, data provenance, and medical informatics at King's, and has published widely and manages a number of research projects in these areas. He was previously a researcher at the University of Southampton after graduating from his PhD at Warwick. He has twice been an organising committee member for the Autonomous Agents and Multi-Agent Systems conference series, and was a member of the W3C working group which published standards on interoperable provenance data in 2013.

Accounting for the Multi-Period Impact of Service When Determining Employee Requirements for Labor Scheduling

Providing good customer service, inexpensively, is a problem commonly faced by managers of service operations. To tackle this problem, managers must do four tasks: forecast customer demand for the service; translate these forecasts into employee requirements; develop a labor schedule that provides appropriate numbers of employees at appropriate times; and control the delivery of the service in real-time. This paper focuses upon the translation of forecasts of customer demand into employee requirements. Specifically, it presents and evaluates two methods for determining desired staffing levels. One of these methods is a traditional approach to the task, while the other, by using modified customer arrival rates, offers a better means of accounting for the multi-period impact of customer service. To calculate the modified arrival rates, the latter method reduces (increases) the actual customer arrival rate for a period to account for customers who arrived in the period (in earlier periods) but have some of their service performed in subsequent periods (in the period). In an experiment simulating 13824 service delivery environments, the new method demonstrated its superiority by serving 2.74% more customers within the specified waiting time limit while using 7.57% fewer labor hours.

Applying Career Concepts to Strengthen the Work-Attitudes of Service Professionals

Given the nature of employment relationships today, service organizations can strengthen the organization commitment levels and reduce the turnover intentions of its professionals through providing job features important to their careers. These features include opportunities to perform challenging work, experience trusting relationships with customers/clients, and obtain extrinsic rewards. Using a sample of alumni from a hospitality business program, hypotheses that these features impact organizational commitment and turnover intentions, partially through strengthening professionals' career commitment, are developed and tested. Findings suggest that challenging work opportunities impact these attitudes both directly and indirectly. So too trusting relationships with customers and clients indirectly impact organization commitment and intent to turnover (ITO). Results also suggest that, as a whole, satisfaction with extrinsic rewards has no effect. However, an analysis of multigroup mediation results revealed that for professionals working in professional service firms, satisfaction with pay reduces both attitudes. Implications for research in organization commitment and ITO, specifically the role and impact of career-based antecedents, are discussed.

Shining Examples of Service When the Lights Went Out: Hotel Employees and Service Recovery during the Blackout of 2003

The electrical outage in the summer of 2003 that interrupted power to thousands of hotels wrought a variety of facilities failures and service-process problems. Fortunately, strong service-recovery efforts from hotel employees mitigated the worst of the blackout’s effects. Using survey data from hotel managers who experienced the blackout, this study highlights those employee actions that most contributed to immediate service recovery; however, the study also reveals limited organizational learning or efforts to failsafe hospitality service from the eventuality of future power failures.

Using Needs Assessment to Understand Continuing Disability in Patients with Enduring Mental Illness. Implications for Considerations of Service Development

Particular strengths of the MRC Needs for Care Assessment Schedule have been used to investigate the treatment status of patients with persistent psychiatric disability in ways that other needs assessment tools are unable to. One hundred and seventy-nine such patients from three settings; a private sector psychiatric hospital, two public sector day hospitals situated in the same town, and a high security hospital, were found to have a high level of need. Although there were differences between settings, overall these needs were well met in all three. The high level of persistent disability found amongst these patients could not be attributed to failure on the part of those treating them to use the best available methods, or to failures to comply or engage with treatment on the patient's part. In some two thirds of instances persistent disability was best explained by the fact that even the most suitable available treatments have to be considered only partially effective.

DCA for bot detection

Ensuring the security of computers is a non-trivial task, with many techniques used by malicious users to compromise these systems. In recent years a new threat has emerged in the form of networks of hijacked zombie machines used to perform complex distributed attacks such as denial of service and to obtain sensitive data such as password information. These zombie machines are said to be infected with a dasiahotpsila - a malicious piece of software which is installed on a host machine and is controlled by a remote attacker, termed the dasiabotmaster of a botnetpsila. In this work, we use the biologically inspired dendritic cell algorithm (DCA) to detect the existence of a single hot on a compromised host machine. The DCA is an immune-inspired algorithm based on an abstract model of the behaviour of the dendritic cells of the human body. The basis of anomaly detection performed by the DCA is facilitated using the correlation of behavioural attributes such as keylogging and packet flooding behaviour. The results of the application of the DCA to the detection of a single hot show that the algorithm is a successful technique for the detection of such malicious software without responding to normally running programs.

Smart and sustainable public transport systems through improving level and quality of service

Buses are considered a slow, low comfort and low reliability transport system, thus its negative and por image. In the framework of the 3iBS project (2012), several examples of innovative and/or effective solutions regarding the Level of Service (LoS) were analysed aiming to provide operators, practitioners and policy makers with a set of Good Practice Guidelines to strengthen the competitiveness of the bus in the urban environment. The identification of the key indicators regarding vehicles, infrastructure and operation was possible through the analysis of a set of case studies -among which Barcelona (Spain), Cagliari (Italy), London (United Kingdom), Paris and Nantes (France). A cross comparison between the case studies was carried out for contrasting the level of achievement of the different criteria considered. The information provided on Regulatory, Financial and Technical issues allows the identification of a number of specific factors influencing the implementation of a high quality transport scheme, and set the basis for the elaboration of a set of Guidelines for the implementation of an intelligent, innovative and integrated bus system, including the main barriers to be tackled.

The transformative potential of community engagement in higher education: an analysis of service-learning effects on students, communities, and institutions.

Service-learning in higher education is gaining attention as a reliable tool to support students’ learning and fulfil the mission of higher education institutions (HEIs). This dissertation addresses existing gaps in the literature by examining the effects and perspectives of service-learning in HEIs through three studies. The first study compares the effects of a voluntary semester-long service-learning course with traditional courses. A survey completed by 110 students before and after the lectures found no significant group differences in the psychosocial variables under inspection. Nevertheless, service-learning students showed higher scores concerning the quality of participation. Factors such as students’ perception of competence, duration of service-learning, and self-reported measures may have influenced the results. The second study explores the under-researched perspective of community partners in higher education and European settings. Twelve semi-structured interviews were conducted with community partners from various community organisations across Europe. The results highlight positive effects on community members and organisations, intrinsic motivations, organisational empowerment, different forms of reciprocity, the co-educational role of community partners, and the significant role of a sense of community and belonging. The third study focuses on faculty perspectives on service-learning in the European context. Twenty-two semi-structured interviews were conducted in 14 European countries. The findings confirm the transformative impact of service-learning on the community, students, teachers, and HEIs, emphasising the importance of motivation and institutionalisation processes in sustaining engaged scholarship. The study also identifies the relevance of the community experience, sense of community, and community responsibility with the service-learning experience; relatedness is proposed as the fifth pillar of service-learning. Overall, this dissertation provides new insights into the effects and perspectives of service-learning in higher education. It integrates the 4Rs model with the addition of relatedness, guiding the theoretical and practical implications of the findings. The dissertation also suggests limitations and areas for further research.

Estudo e análise das redes centradas em conteúdos

A Internet, conforme a conhecemos, foi projetada com base na pilha de protocolos TCP/IP, que foi desenvolvida nos anos 60 e 70 utilizando um paradigma centrado nos endereços individuais de cada máquina (denominado host-centric). Este paradigma foi extremamente bem-sucedido em interligar máquinas através de encaminhamento baseado no endereço IP. Estudos recentes demonstram que, parte significativa do tráfego atual da Internet centra-se na transferência de conteúdos, em vez das tradicionais aplicações de rede, conforme foi originalmente concebido. Surgiram então novos modelos de comunicação, entre eles, protocolos de rede ponto-a-ponto, onde cada máquina da rede pode efetuar distribuição de conteúdo (denominadas de redes peer-to-peer), para melhorar a distribuição e a troca de conteúdos na Internet. Por conseguinte, nos últimos anos o paradigma host-centric começou a ser posto em causa e apareceu uma nova abordagem de Redes Centradas na Informação (ICN - information-centric networking). Tendo em conta que a Internet, hoje em dia, basicamente é uma rede de transferência de conteúdos e informações, porque não centrar a sua evolução neste sentido, ao invés de comunicações host-to-host? O paradigma de Rede Centrada no Conteúdo (CCN - Content Centric Networking) simplifica a solução de determinados problemas de segurança relacionados com a arquitetura TCP/IP e é uma das principais propostas da nova abordagem de Redes Centradas na Informação. Um dos principais problemas do modelo TCP/IP é a proteção do conteúdo. Atualmente, para garantirmos a autenticidade e a integridade dos dados partilhados na rede, é necessário garantir a segurança do repositório e do caminho que os dados devem percorrer até ao seu destino final. No entanto, a contínua ineficácia perante os ataques de negação de serviço praticados na Internet, sugere a necessidade de que seja a própria infraestrutura da rede a fornecer mecanismos para os mitigar. Um dos principais pilares do paradigma de comunicação da CCN é focalizar-se no próprio conteúdo e não na sua localização física. Desde o seu aparecimento em 2009 e como consequência da evolução e adaptação a sua designação mudou atualmente para Redes de Conteúdos com Nome (NNC – Named Network Content). Nesta dissertação, efetuaremos um estudo de uma visão geral da arquitetura CCN, apresentando as suas principais características, quais os componentes que a compõem e como os seus mecanismos mitigam os tradicionais problemas de comunicação e de segurança. Serão efetuadas experiências com o CCNx, que é um protótipo composto por um conjunto de funcionalidades e ferramentas, que possibilitam a implementação deste paradigma. O objetivo é analisar criticamente algumas das propostas existentes, determinar oportunidades, desafios e perspectivas para investigação futura.

Desenvolvimento de um quadro situacional para a cibersegurança em Portugal

Hoje em dia, as ameaças são cada vez mais frequentes e sofisticadas, do que alguma vez registado. Todo o tipo de empresas/organizações e informação estão sujeitas a estas ameaças. Estes ataques são cada vez mais recorrentes, deixando para trás um rasto de várias quebras de segurança. Existem uma serie de ciberataques que já deixaram a sua marca na historia. Uma das mais notórias, foi o caso da Estónia em 2007, por um grupo pro-kremlin de Transnístria em que vários servidores governamentais, fornecedores de serviço, servidores da banca, entre outros foram alvo de uma serie de ataques, na sua maioria de DDoS (Distributed Denial of Service1),e botnets2. O seu método era tao complicado que o governo da Estónia achava que estavam a ser apoiados pelo governo russo. Isto resultou na paragem de um país ate que o problema fosse normalizado. Considerado um ato de hacktivismo3 pelo que representava algo muito importante para a população russa, um ícone, “the Bronze Soldier of Tallinn”, um elaborado cemitério da altura soviética que o governo da Estónia queria recolocar. Hoje em dia, não só enfrentamos adversários mais sofisticados, como a informação que valorizam é cada vez mais alargada. Estes grupos conseguem fazer coisas inimagináveis com os bits4 mais aparentemente inócuos de informações recolhidas. Como tal, é preciso tomar medidas para garantir a segurança dos cidadãos quando navegam no ciberespaço, no qual as fronteiras são desconhecidas, onde a regulação é insuficiente e a segurança é ainda muito precoce. No plano nacional pode-se afirmar que Portugal possui as capacidades necessárias à proteção do seu ciberespaço. Com a criação do Centro Nacional de Cibersegurança (CNCS), Portugal atingiu um dos objetivos principais da sua estratégia nacional de cibersegurança, em assegurar um ciberespaço livre e seguro e em implementar as medidas e instrumentos necessários à antecipação, deteção, reação e recuperação de situações que, face à iminência ou ocorrência de incidentes ou ciberataques, ponham em causa o funcionamento dos organismos do estado, das infraestruturas críticas e dos interesses nacionais. Partindo de uma analise à estrutura organizacional da cibersegurança em Portugal este trabalho pretende dar um contributo para o que se considera ser uma necessidade, o desenvolvimento de um quadro situacional para a cibersegurança com o objetivo de melhorar o nível de awareness nacional contribuindo assim para o desenvolvimento do modelo de maturidade do CNCS relativamente á prevenção e deteção de incidentes no ciberespaço nacional. Neste sentido foram formulados um conjunto de estudos com o objetivo de dar a entender ao leitor toda a estrutura de um centro de cibersegurança na qual se destaca a proposta de desenvolvimento de um quadro situacional para a cibersegurança em Portugal.

Palvelunestohyökkäyksiltä suojautuminen ja niiden torjuminen

Kybersodankäynnin merkitys on kasvanut viime vuosina merkittävästi, ja yhtenä kyberso-dankäynnin välineenä voidaan käyttää palvelunestohyökkäyksiä. Tässä tutkimuksessa selvi-tän millä menetelmillä palvelunestohyökkäyksiltä voidaan suojautua ja miten niitä voidaan torjua. Tutkimuksen pääkysymyksenä on: Millä menetelmillä voidaan suojautua palvelunes-tohyökkäyksien vaikutukselta? ja alakysymyksiä ovat: Mikä on palvelunestohyökkäys ja mi-ten se toimii? Mitä erilaisia palvelunestohyökkäyksiä on olemassa? Miten eri palvelunesto-hyökkäykset vaikuttavat? Miten palvelunestohyökkäys havaitaan? Tutkielman lähteinä on käytetty pääasiassa aihealuetta käsitteleviä ja sitä sivuuttavia tutkimuksia. Palvelunestohyökkäyksellä (Denial of Service, DoS) tarkoitetaan Internet-palveluun tai muu-hun tietotekniseen palveluun oikeutettujen käyttäjien palvelun käyttämisen estämistä tai huomattavaa hidastamista kuormittamalla joko tietoliikennettä tai itse kohdejärjestelmää. Palvelunestohyökkäykset ovat keskeytyshyökkäyksiä, joilla toisin kuin muilla kyberhyökkä-yksillä ei yleensä pyritä varastamaan tietoa tai asentamaan haittaohjelmia, vaan pelkästään es-tämään palvelun tai järjestelmän käyttö siihen oikeutetuilta käyttäjiltä. Tutkielman tuloksista selviää, että palvelunestohyökkäyksiä vastaan taisteleminen voidaan jakaa kolmeen osaan: hyökkäysten estämiseen, niiden havaitsemiseen sekä hyökkäyksen tor-jumiseen. Tärkeintä palvelunestohyökkäysten välttämisessä on niiden ennaltaehkäisy. Hyväk-si havaittu yleinen tapa ennaltaehkäistä hyökkäyksiä ja parantaa tietoturvallisuutta on pitää tietoverkko yksinkertaisena, hyvin organisoituna ja hyvin ylläpidettynä sekä päivitettynä. Jo-kaiseen eri palvelunestohyökkäystyyppiin löytyy kyllä suojautumis- ja torjuntakeinot, mutta niiden tehokkuutta hyökkäyksen pysähtymiselle ei voida taata. Vaikeimpia palvelunesto-hyökkäyksiä suojautumisen ja torjumisen suhteen ovat hajautetut palvelunestohyökkäykset, koska niitä ei voida suodattaa IP-osoitteen perusteella.

Lutte aux botnets : les politiques de prévention s'avèrent-elles efficaces?

Les alertes que nos logiciels antivirus nous envoient ou encore les différents reportages diffusés dans les médias nous font prendre conscience de l'existence des menaces dans le cyberespace. Que ce soit les pourriels, les attaques par déni de service ou les virus, le cyberespace regorge de menaces qui persistent malgré les efforts qui sont déployés dans leur lutte. Est-ce que cela a à voir avec l'efficacité des politiques en place actuellement pour lutter contre ce phénomène? Pour y répondre, l'objectif général du présent mémoire est de vérifier quelles sont les politiques de prévention (lois anti-pourriel, partenariats publics-privés et démantèlements de botnets) qui influencent le plus fortement le taux de menaces informatiques détectées, tout en s'attardant également à l'effet de différents facteurs socio-économiques sur cette variable. Les données collectées par le logiciel antivirus de la compagnie ESET ont été utilisées. Les résultats suggèrent que les partenariats publics-privés offrant une assistance personnalisée aux internautes s'avèrent être la politique de prévention la plus efficace. Les démantèlements de botnets peuvent également s'avérer efficaces, mais seulement lorsque plusieurs acteurs/serveurs importants du réseau sont mis hors d'état de nuire. Le démantèlement du botnet Mariposa en est un bon exemple. Les résultats de ce mémoire suggèrent que la formule partenariats-démantèlements serait le choix le plus judicieux pour lutter contre les cybermenaces. Ces politiques de prévention possèdent toutes deux des méthodes efficaces pour lutter contre les menaces informatiques et c'est pourquoi elles devraient être mises en commun pour assurer une meilleure défense contre ce phénomène.