Implementação do algoritmo de Newman para identificação de comunidades em placas gráficas

Communities are present on physical, chemical and biological systems and their identification is fundamental for the comprehension of the behavior of these systems. Recently, available data related to complex networks have grown exponentially, demanding more computational power. The Graphical Processing Unit (GPU) is a cost effective alternative suitable for this purpose. We investigate the convenience of this for network science by proposing a GPU based implementation of Newman community detection algorithm. We showed that the processing time of matrix multiplications of GPUs grow slower than CPUs in relation to the matrix size. It was proven, thus, that GPU processing power is a viable solution for community dentification simulation that demand high computational power. Our implementation was tested on an integrated biological network for the bacterium Escherichia coli

Como os sintomas de transtornos mentais e comportamentais influenciam a memória operacional de universitários?

Pós-graduação em Psicologia do Desenvolvimento e Aprendizagem - FC

Redes de inovação: mapeamento de inventores de patentes em uma empresa do setor de cosméticos

This article aims to identify patterns in the organization of innovation network by mapping the network inventors of a cosmetics company and identifying ways to promote innovation capacity through interconnectivity. The research was conducted through case study methods, and, for this, inventors mappings were made, based on the records of patents previously surveyed, taking into consideration the linkage (internal or external) of each inventor with the company and also the amount of patent citations. It was identified higher hierarchy in networks with the presence of collaborators externals to the company as well as a possible higher technological content, since the amount of citations was higher compared to other networks. It is verified, finally, that inventors mappings (although a patent is not the only measuring factor of innovation) can identify key features to help a better management of innovation.

Envelhecimento e novas tecnologias: a inclusão digital e tecnológica na preparação para a aposentadoria e sua influência na qualidade de vida

Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)

Aplicação da tecnologia 4G em projetos de telefonia

This paper presents a study based on bibliographic research on LTE technology, chosen for the fourth generation of mobile phones, and the current status of implementation of 4G network in Brazil. The change in user behavior, which now uses data over the voice services, requires transmission networks to be increasingly robust and fast to enable the viewing of videos and use of other platforms that require internet connection. The retrospective of the development of mobile technologies, from 1G up to 4G that is currently used, shows the long road until it came to appliances and how the phone is used nowadays. Finally, the popularity of smartphones and hence the growing number of people with access to 4G networks, demanded new researchs for the development of future generations technologies in order to achieve the demand for speed enabling significant changes in user experience

Processamento e análise de vídeos utilizando Floresta de Caminhos Ótimos

Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)

Enhancing Problem Solving Through Math Clubs

This action research paper was about a mandatory math club of seventh graders that met once per week over a 12-week period. The students gathered in the classroom during their regularly scheduled math class. The focus of the math club was to solve challenging math problems, usually cooperatively, and sometimes competitively. The math club activities varied from week to week to offer an element of surprise. Frequently, the students presented their solutions to peers, along with an explanation of the way they solved the problem. Instruments were used to collect information about problem-solving accuracy, student attitudes, and student and teacher behaviors. I discovered a slight improvement in problem solving. Also, on Math Club days, the teaching was less teacher-centered and more student-centered. As a result of this research, I plan to offer my middle school students more problem-solving opportunities and I plan to allow my students to work cooperatively on a regular basis.

Aplicação da tecnologia 4G em projetos de telefonia

This paper presents a study based on bibliographic research on LTE technology, chosen for the fourth generation of mobile phones, and the current status of implementation of 4G network in Brazil. The change in user behavior, which now uses data over the voice services, requires transmission networks to be increasingly robust and fast to enable the viewing of videos and use of other platforms that require internet connection. The retrospective of the development of mobile technologies, from 1G up to 4G that is currently used, shows the long road until it came to appliances and how the phone is used nowadays. Finally, the popularity of smartphones and hence the growing number of people with access to 4G networks, demanded new researchs for the development of future generations technologies in order to achieve the demand for speed enabling significant changes in user experience

Processamento e análise de vídeos utilizando Floresta de Caminhos Ótimos

Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)

Functional clustering of time series gene expression data by Granger causality

Background: A common approach for time series gene expression data analysis includes the clustering of genes with similar expression patterns throughout time. Clustered gene expression profiles point to the joint contribution of groups of genes to a particular cellular process. However, since genes belong to intricate networks, other features, besides comparable expression patterns, should provide additional information for the identification of functionally similar genes. Results: In this study we perform gene clustering through the identification of Granger causality between and within sets of time series gene expression data. Granger causality is based on the idea that the cause of an event cannot come after its consequence. Conclusions: This kind of analysis can be used as a complementary approach for functional clustering, wherein genes would be clustered not solely based on their expression similarity but on their topological proximity built according to the intensity of Granger causality among them.

LOCKSS - USP: uma iniciativa de Preservação Digital

LOCKSS e preservação digital no BRASIL. Podemos definir Preservação Digital como o conjunto de atividades ou processos responsáveis por garantir o acesso contínuo a longo-prazo à informação científica, tecnológica e cultural existente em formatos digitais. O projeto LOCKSS (Lot Of Copies Keep Stuff Safe) é um software de código aberto desenvolvido pela Universidade de Stanford, com o intuito de preservar dados digitais. Possui uma abordagem peer-to-peer e garante a integridade e disponibilidade do dos acervos digitais preservados. No Brasil, a Rede Brasileira de Serviços de Preservação Digital, ou Rede Cariniana, é uma iniciativa do Instituto Brasileiro de Informação em Ciência e Tecnologia para a salvaguarda do patrimônio científico, tecnológico e cultural, de forma distribuída, por instituições de pesquisa em parceria com o IBICT. Sua implantação foi fundamentada na utilização do LOCKSS em uma infraestrutura descentralizada, utilizando recursos de computação distribuída .

Middleware per la gestione di interfacce di comunicazione e di sorgenti di contesto in ambienti wireless eterogenei

The full exploitation of multi-hop multi-path connectivity opportunities offered by heterogeneous wireless interfaces could enable innovative Always Best Served (ABS) deployment scenarios where mobile clients dynamically self-organize to offer/exploit Internet connectivity at best. Only novel middleware solutions based on heterogeneous context information can seamlessly enable this scenario: middleware solutions should i) provide a translucent access to low-level components, to achieve both fully aware and simplified pre-configured interactions, ii) permit to fully exploit communication interface capabilities, i.e., not only getting but also providing connectivity in a peer-to-peer fashion, thus relieving final users and application developers from the burden of directly managing wireless interface heterogeneity, and iii) consider user mobility as crucial context information evaluating at provision time the suitability of available Internet points of access differently when the mobile client is still or in motion. The novelty of this research work resides in three primary points. First of all, it proposes a novel model and taxonomy providing a common vocabulary to easily describe and position solutions in the area of context-aware autonomic management of preferred network opportunities. Secondly, it presents PoSIM, a context-aware middleware for the synergic exploitation and control of heterogeneous positioning systems that facilitates the development and portability of location-based services. PoSIM is translucent, i.e., it can provide application developers with differentiated visibility of data characteristics and control possibilities of available positioning solutions, thus dynamically adapting to application-specific deployment requirements and enabling cross-layer management decisions. Finally, it provides the MMHC solution for the self-organization of multi-hop multi-path heterogeneous connectivity. MMHC considers a limited set of practical indicators on node mobility and wireless network characteristics for a coarsegrained estimation of expected reliability/quality of multi-hop paths available at runtime. In particular, MMHC manages the durability/throughput-aware formation and selection of different multi-hop paths simultaneously. Furthermore, MMHC provides a novel solution based on adaptive buffers, proactively managed based on handover prediction, to support continuous services, especially by pre-fetching multimedia contents to avoid streaming interruptions.

Web 2.0, contenuti aperti e produzione tra pari: analisi economica delle possibili sinergie.

Analisi in chiave economica e sociale dell'evoluzione di Internet, delle tecnologie legate al Web 2.0, dei fenomeni della pirateria, del software libero ed open source, del copyleft, dei contenuti aperti e della produzione tra pari. Introduzione dei concetti di economia del gratis ("freeconomics") e di coda lunga. Consigli manageriali pratici per i nuovi mercati digitali e per la competizione nella rete Internet.

Netzwerke von Nervenzellen auf strukturierten Oberflächen charakterisiert mit optischen und elektrophysiologischen Methoden

Das Wachstum von Nervenzellen und deren Verbindungen im zentralen und peripheren Nervensystem wird durch Proteine der extrazellulären Matrix kontrolliert. In dieser Arbeit wurde das Matrixprotein Laminin verwendet, um Netzwerke von Nervenzellen auf künstlichen Substraten in vitro zu erzeugen. Zu diesem Zweck wurden Lamininstrukturen mit Mikrostempeln aus Polydimethylsiloxan auf Zellkultursubstrate übertragen. Die Mikrostempel wurden in einem mehrstufigen Verfahren durch Abformung von photolithographisch hergestellten Masken angefertigt. Nach Vorversuchen mit neuronal differenzierten Zellen der Zellinien MzN und P19 zur Identifizierung geeigneter Abmessungen der Mikrotrukturen, gelang die Realisierung von Linien- und Gitternetzwerken sowie von komplexeren Schaltungen. Eine morphologische Charakterisierung der erzeugten Netzwerke erfolgte durch Phasenkontrast- und Fluoreszenzmikroskopie.Elektrophysiologische Messungen wurden mit der Patch-Clamp Technik an einer Kultur von Nervenzellen aus primär isolierten Hirnschnitten durchgeführt. Der Erhalt des intakten Zellverbundes im Hirnschnitt sollte Bedingungen möglichst nahe zur Situation in vivo schaffen, um die Bildung von Synapsen zu begünstigen. In Patch-Clamp Messungen an bis zu drei Neuronen gleichzeitig, gelang der Nachweis synaptischer Kopplung in strukturierten Netzwerken solcher Hirnschnitt-Kulturen. Sowohl funktionale chemische Synapsen, als auch Ohm'sche Kopplung über Gap-Junctions wurde beobachtet. Es wurde ein elektrisches Kopplungsmodell abgeleitet. Die Signalleitung in den Nervenfasern erfolgt demnach wie in einem zylindrischen, durch die Zellmembran von der Umgebung isolierten Kabel.

Quality of experience in skype video calls

Skype is one of the well-known applications that has guided the evolution of real-time video streaming and has become one of the most used software in everyday life. It provides VoIP audio/video calls as well as messaging chat and file transfer. Many versions are available covering all the principal operating systems like Windows, Macintosh and Linux but also mobile systems. Voice quality decreed Skype success since its birth in 2003 and peer-to-peer architecture has allowed worldwide diffusion. After video call introduction in 2006 Skype became a complete solution to communicate between two or more people. As a primarily video conferencing application, Skype assumes certain characteristics of the delivered video to optimize its perceived quality. However in the last years, and with the recent release of SkypeKit1, many new Skype video-enabled devices came out especially in the mobile world. This forced a change to the traditional recording, streaming and receiving settings allowing for a wide range of network and content dynamics. Video calls are not anymore based on static ‘chatting’ but mobile devices have opened new possibilities and can be used in several scenarios. For instance, lecture streaming or one-to-one mobile video conferences exhibit more dynamics as both caller and callee might be on move. Most of these cases are different from “head&shoulder” only content. Therefore, Skype needs to optimize its video streaming engine to cover more video types. Heterogeneous connections require different behaviors and solutions and Skype must face with this variety to maintain a certain quality independently from connection used. Part of the present work will be focused on analyzing Skype behavior depending on video content. Since Skype protocol is proprietary most of the studies so far have tried to characterize its traffic and to reverse engineer its protocol. However, questions related to the behavior of Skype, especially on quality as perceived by users, remain unanswered. We will study Skype video codecs capabilities and video quality assessment. Another motivation of our work is the design of a mechanism that estimates the perceived cost of network conditions on Skype video delivery. To this extent we will try to assess in an objective way the impact of network impairments on the perceived quality of a Skype video call. Traditional video streaming schemes lack the necessary flexibility and adaptivity that Skype tries to achieve at the edge of a network. Our contribution will lye on a testbed and consequent objective video quality analysis that we will carry out on input videos. We will stream raw video files with Skype via an impaired channel and then we will record it at the receiver side to analyze with objective quality of experience metrics.