A Internet das coisas está se tornando uma das aplicações chave para 5G e arquiteturas de Internet do Futuro. Uma vez que muitos acreditam que a maioria dos dispositivos da Internet se tornará sensores e atuadores equipados sobre "coisas" comuns, tais como carros, postes de iluminação, estacionamentos, praças, etc., faz muito sentido pensar na Internet das coisas como um dos requisitos mais importantes para 5G e Internet futuro. Nesta palestra, vamos definir a Internet das coisas, cobrindo algumas tecnologias que são empregadas hoje e no futuro das cidades inteligentes.
Convergência de Tecnologias Disruptivas: IoT, IA, Blockchain, 5G e Internet d...Antonio Marcos Alberti
Internet das Coisas, Orientação a Serviços, Inteligência Artificial ou Blockchain? Não faz mais sentido pensar nessas tecnologias isoladamente... Devemos pensar em soluções convergentes, sinérgicas, integradoras. Nessa palestra, abordaremos possíveis sinergias entre essas tecnologias disruptivas, discutindo uma arquitetura convergente com IA em uma ponta, blockchain e Big Data na outra. Ainda, IoT alimentando as duas. Tudo isso com elasticidade de cloud/fog computing. Tudo como um serviço. Os equipamentos devem ser programáveis e devemos abusar da virtualização. Por fim, tudo isso poderia ficar no núcleo da Internet, na forma de uma nova pilha que inclui protocolos de comunicação inteligentes e evolucionários. Visão geral do projeto NovaGenesis, arquitetura convergente de informação.
A Internet das coisas está se tornando uma das aplicações chave para 5G e arquiteturas de Internet do Futuro. Uma vez que muitos acreditam que a maioria dos dispositivos da Internet se tornará sensores e atuadores equipados sobre "coisas" comuns, tais como carros, postes de iluminação, estacionamentos, praças, etc., faz muito sentido pensar na Internet das coisas como um dos requisitos mais importantes para 5G e Internet futuro. Nesta palestra, vamos definir a Internet das coisas, cobrindo algumas tecnologias que são empregadas hoje e no futuro das cidades inteligentes.
Convergência de Tecnologias Disruptivas: IoT, IA, Blockchain, 5G e Internet d...Antonio Marcos Alberti
Internet das Coisas, Orientação a Serviços, Inteligência Artificial ou Blockchain? Não faz mais sentido pensar nessas tecnologias isoladamente... Devemos pensar em soluções convergentes, sinérgicas, integradoras. Nessa palestra, abordaremos possíveis sinergias entre essas tecnologias disruptivas, discutindo uma arquitetura convergente com IA em uma ponta, blockchain e Big Data na outra. Ainda, IoT alimentando as duas. Tudo isso com elasticidade de cloud/fog computing. Tudo como um serviço. Os equipamentos devem ser programáveis e devemos abusar da virtualização. Por fim, tudo isso poderia ficar no núcleo da Internet, na forma de uma nova pilha que inclui protocolos de comunicação inteligentes e evolucionários. Visão geral do projeto NovaGenesis, arquitetura convergente de informação.
Progresses and challenges in developing an ecosystem and a community of users and developers for Open Line System, Integrated Packet-Optical Networks and end to end Multi Layer Managed Packet-Transport Network. Special emphasis on Terastream, OPEN-ROADM and TIP initiatives
Amazing inventions, real and valuable opportunities for partnership, benefits and grow. JOIN US!
"noHouse, noCar, noPeople, ... noGov, noPub, noBiz ... with "no igNic`invent :)"
I'm hard worker person and have responsibility to my job and must be finishe on time. I have skill in network and system computer. I have done some course such as ICND (CCNA), oracle, red hat, unix/linux.
The media landscape changes significantly over the last few years by new content formats, new service offerings, additional consumption devices and new monetization models. Think of Netflix, DAZN, Mediatheks, mobile devices, interactive content, smart TVs, Virtual and Augmented Reality, and so on. Many of these efforts have been realized by a limited usage of standards, but are standards irrelevant? Secondly, more and more services are enabled by latest mobile compute platforms enabling new services and experiences. This presentation will provide an overview some of these trends and will motivate the development of global interop standards. Specific aspects will include the move of linear TV services to the Internet (both mobile and fixed) as well recent advances on Extended Reality and immersive media trends.
Artificial Intelligence (AI) is revolutionizing industries, products, and core capabilities by delivering dramatically enhanced experiences. However, the deep neural networks of today are growing quickly in size and use too much memory, compute, and energy. Plus, to make AI truly ubiquitous, it needs to run on the end device within a tight power and thermal budget.
Fundamental research, in AI as well as applying that research, is required to advance AI further and speed up adoption. In this presentation, learn how:
* Several research topics across the entire spectrum of AI, such as generalized CNNs and deep generative models
* AI model optimization research for power efficiency, including compression, quantization, and compilation
* Advances in AI research to make AI ubiquitous
Presentation of the status of my PhD in 2012 done to ABLE group at Carnegie Mellon.
Years later from that appeared
https://github.com/iTransformers/netTransformer
Future Internet: Managing Innovation and TestbedShinji Shimojo
Innovation is a big key word for ICT research and development. However, a road toward innovation is facing full of uncertainties and there are many obstacles. key elements to overcome these obstacles seems to be agile management of people, software and hardware. In addition, we think involvement of users in R&D will have much effect on the management of uncertainty in R&D. In this talk, I talk on our approach to this user involvement in JGN-X, an international future internet testbed and Knowledge Capital, Osaka, an smart city experimental testbed.
Using Ansible Tower to implement security policies and telemetry streaming fo...Joel W. King
Network analytics provides insight to the traffic flow between applications and endpoints. Telemetry data is streamed in real-time from software sensors and network devices to big-data clusters. Implementing the policy to create a whitelist-based segmentation and zero-trust model requires automation when dealing with tens of thousands of workloads and complex rules.
This session examines how Cisco Tetration Analytics provides an accurate inventory of devices, software packages and version information to detect software vulnerabilities and implement a zero-trust policy model on network fabrics, firewalls and application delivery controllers.
Drones Collaboration and IoT enabling digitalization of sensors - Angelo Fien...Codemotion
What if your surveillance drone could wake you up via a SMS in the middle of the night ? What if an interactive assistant could speak you the next CodeMotion session and give you directions ? Join this session to experience how to turn your data into engaging interactions. We'll show case an Innovative Drone demo, and an interactive Voice & Chat assistant for the CodeMotion event, then present the Cisco Spark & Tropo Cloud APIs. Want to try these by yourself ? pass by the codelabs where our technical mentors will help you ramp up and build your first Text to Speech and Bot prototypes.
Final Year Engineering Internship Report for Internship at Siemens Information Systems Ltd. Project : Network Intrusion Detection And Prevention Using Snort And Iptables
Progresses and challenges in developing an ecosystem and a community of users and developers for Open Line System, Integrated Packet-Optical Networks and end to end Multi Layer Managed Packet-Transport Network. Special emphasis on Terastream, OPEN-ROADM and TIP initiatives
Amazing inventions, real and valuable opportunities for partnership, benefits and grow. JOIN US!
"noHouse, noCar, noPeople, ... noGov, noPub, noBiz ... with "no igNic`invent :)"
I'm hard worker person and have responsibility to my job and must be finishe on time. I have skill in network and system computer. I have done some course such as ICND (CCNA), oracle, red hat, unix/linux.
The media landscape changes significantly over the last few years by new content formats, new service offerings, additional consumption devices and new monetization models. Think of Netflix, DAZN, Mediatheks, mobile devices, interactive content, smart TVs, Virtual and Augmented Reality, and so on. Many of these efforts have been realized by a limited usage of standards, but are standards irrelevant? Secondly, more and more services are enabled by latest mobile compute platforms enabling new services and experiences. This presentation will provide an overview some of these trends and will motivate the development of global interop standards. Specific aspects will include the move of linear TV services to the Internet (both mobile and fixed) as well recent advances on Extended Reality and immersive media trends.
Artificial Intelligence (AI) is revolutionizing industries, products, and core capabilities by delivering dramatically enhanced experiences. However, the deep neural networks of today are growing quickly in size and use too much memory, compute, and energy. Plus, to make AI truly ubiquitous, it needs to run on the end device within a tight power and thermal budget.
Fundamental research, in AI as well as applying that research, is required to advance AI further and speed up adoption. In this presentation, learn how:
* Several research topics across the entire spectrum of AI, such as generalized CNNs and deep generative models
* AI model optimization research for power efficiency, including compression, quantization, and compilation
* Advances in AI research to make AI ubiquitous
Presentation of the status of my PhD in 2012 done to ABLE group at Carnegie Mellon.
Years later from that appeared
https://github.com/iTransformers/netTransformer
Future Internet: Managing Innovation and TestbedShinji Shimojo
Innovation is a big key word for ICT research and development. However, a road toward innovation is facing full of uncertainties and there are many obstacles. key elements to overcome these obstacles seems to be agile management of people, software and hardware. In addition, we think involvement of users in R&D will have much effect on the management of uncertainty in R&D. In this talk, I talk on our approach to this user involvement in JGN-X, an international future internet testbed and Knowledge Capital, Osaka, an smart city experimental testbed.
Using Ansible Tower to implement security policies and telemetry streaming fo...Joel W. King
Network analytics provides insight to the traffic flow between applications and endpoints. Telemetry data is streamed in real-time from software sensors and network devices to big-data clusters. Implementing the policy to create a whitelist-based segmentation and zero-trust model requires automation when dealing with tens of thousands of workloads and complex rules.
This session examines how Cisco Tetration Analytics provides an accurate inventory of devices, software packages and version information to detect software vulnerabilities and implement a zero-trust policy model on network fabrics, firewalls and application delivery controllers.
Drones Collaboration and IoT enabling digitalization of sensors - Angelo Fien...Codemotion
What if your surveillance drone could wake you up via a SMS in the middle of the night ? What if an interactive assistant could speak you the next CodeMotion session and give you directions ? Join this session to experience how to turn your data into engaging interactions. We'll show case an Innovative Drone demo, and an interactive Voice & Chat assistant for the CodeMotion event, then present the Cisco Spark & Tropo Cloud APIs. Want to try these by yourself ? pass by the codelabs where our technical mentors will help you ramp up and build your first Text to Speech and Bot prototypes.
Final Year Engineering Internship Report for Internship at Siemens Information Systems Ltd. Project : Network Intrusion Detection And Prevention Using Snort And Iptables
International Journal of Engineering and Science Invention (IJESI)inventionjournals
International Journal of Engineering and Science Invention (IJESI) is an international journal intended for professionals and researchers in all fields of computer science and electronics. IJESI publishes research articles and reviews within the whole field Engineering Science and Technology, new teaching methods, assessment, validation and the impact of new technologies and it will continue to provide information on the latest trends and developments in this ever-expanding subject. The publications of papers are selected through double peer reviewed to ensure originality, relevance, and readability. The articles published in our journal can be accessed online.
The Internet Revolution has come.The Internet is getting back to its's origin i.e. connecting networks.This Presentation is a small effort to contribute towards the Internet of Things community and hence to the people who are going to make this world a better and a smart planet.In short I'm Enabling Everything to Talk!
1. Software-Defined Networks (SDN) is a new paradigm in network ma.docxjackiewalcutt
1. Software-Defined Networks (SDN) is a new paradigm in network management that adds another layer (i.e., Network Operating System) to the architecture. Answer the following questions in the context of SDN with your reasoning.
(a) Is it scalable? Why?
(b) Is it less responsive? Why?
(c) Does it create a single point of failure? Why?
(d) Is it inherently less secure? Why?
(e) Is it incrementally deployable? Why?
2.RED randomly drops packets when it experience congestion. The probability of drop increases as the average queue size increases.
(a) Does it do a better job for uniform or bursty traffic? and why?
(b) Does it drop packets from the head of the queue or from the tail of the queue? and why?
(c) Does it make any difference; head/tail drop? and why?
3. Carefully read the short article OpenFlow: A Radical New Idea in Networking (http://queue.acm.org/detail.cfm?id=2305856), and answer the following questions.
The author argues that the deployment of SDN in general and OpenFlow in specific towards network democratization is a crazy idea. Do you agree? If yes, how come SDN has been supported and being deployed by many networking vendors. If not, give one scenario that SDN could cause disruptions.
NET WORKS
1
OpenFlow:
A Radical New Idea in Networking
An open standard that enables software-defined networking
Thomas A. Limoncelli
Computer networks have historically evolved box by box, with individual network elements
occupying specific ecological niches as routers, switches, load balancers, NATs (network address
translations), or firewalls. Software-defined networking proposes to overturn that ecology, turning
the network as a whole into a platform and the individual network elements into programmable
entities. The apps running on the network platform can optimize traffic flows to take the shortest
path, just as the current distributed protocols do, but they can also optimize the network to
maximize link utilization, create different reachability domains for different users, or make device
mobility seamless.
OpenFlow, an open standard that enables software-defined networking in IP networks, is a new
network technology that will enable many new applications and new ways of managing networks.
Here are three real, though somewhat fictionalized, applications:
EXAMPLE 1: BANDWIDTH MANAGEMENT. A typical wide area network has 30 percent utilization;
it must “reserve” bandwidth for “burst” times. Using OpenFlow, however, a system was developed
in which internal application systems (consumers) that need bulk data transfer could use the
spare bandwidth. Typical uses include daily replication of datasets, database backups, and the
bulk transmission of logs. Consumers register the source, destination, and quantity of data to
be transferred with a central service. The service does various calculations and sends the results
to the routers so they know how to forward this bulk data when links are otherwise unused.
Communication ...
A significant proportion of developments in the Internet of Things (IoT) is driven by non-technical innovators and ambitious hobbyists. Node-RED targets this audience and offers a widely used rapid prototyping platform for IoT data plumbing on the basis of JavaScript. Data platforms for the IoT provide storage facilities and value in the form of visualisation & analytics to business and end users alike. This report details how Node-RED connects to 11 different platforms and what additional services these provide.
Aconteceu entre 18 e 20 de novembro de 2022 em Tiradentes-MG a 7a edição do Fórum do Amanhã. Slides de minha apresentação no painel sobre Metaeconomia e 6G comigo e o @courtnayguimaraes. A Meta Economia é digital, em rede, e ao mesmo tempo interage com objetos físicos (TVs com internet, celulares dentro de carros, por exemplo). Com pessoas como produtoras e consumidoras, sendo produtos e clientes ao mesmo tempo. Seu combustível é a mente humana, criando e recriando o conceito de O QUANTO ISSO VALE PARA MEU BOLSO, TEMPO, ENERGIA MENTAL E QUALIDADE DE VIDA. Como especialistas, debateremos neste painel as forças, as tendências, os fluxos e refluxos dessa economia que envolve as big techs, os chamados tec countries e também o que esse ultra complexo sistema emergente de 4,5 bilhões de pessoas hyper conectadas têm a nos mostrar sobre o presente e o futuro dos modelos econômicos. Apresentei uma fala sobre 6G baseada nos trabalhos do projeto inatel.br/brasil6g: princípios de projeto, casos de uso, principais habilitadores tecnológicos e arquiteturas. Diferenças em relação ao 5G.
Este minicurso vai explorar o projeto de arquiteturas de informação convergentes, incluindo: escopos de projeto, habilitadores tecnológicos, princípios de desenho, decisões de projeto, arquiteturas evolucionárias e disruptivas para 6G e além. Como integrar de forma sinérgica as principais tecnologias emergentes para novas arquiteturas: IA, DLT, Gêmeos Digitais, SDN, NFV, novos computadores (quânticos, neuromórficos, IPUs), IoT, resolução de nomes, cache de rede, redes centradas em informação, service-oriented architectures, O-RAN, SON, novas constelações satelitais, etc. Discussão baseada nos resultados do Projeto Brasil 6G e SINDISAT C. Novas aplicações. Lições aprendidas e oportunidades de pesquisa. Por fim, discute-se brevemente os impactos dessas novas arquiteturas na sociedade: transformação digital, sistêmica, colaborativa, compartilhada, hiperconvergente. Pontos de partida e reflexões para a convergência completa. Futuros desejáveis.
Palestra Transformação Digital no The Developer Conferece (TDC) - FutureAntonio Marcos Alberti
Engenheiro, professor, coordenador do ICT Laboratory do Inatel e programador C/C++. É doutor em Eletrônica e Telecomunicações pela Unicamp e pós-doutor pelo Electronics and Telecommunications Research Institute (ETRI) da Coréia do Sul. Autor de mais de 100 artigos científicos. Colunista do Olhar Digital, EngenhariaÉ e Futurecom Digital. Pai da arquitetura NovaGenesis. Contribuiu para documento de requisitos para Internet do Futuro na Coréia do Sul e nas discussões iniciais do Plano Nacional de M2M/IoT. Criador do movimento de empreendedorismo social em rede chamado Renascidade e autor da parte técnica do projeto de Integração de Soluções IoT para Cidades Inteligentes financiado pelo BNDES. Hacker de tendências, pioneiro Internet do futuro.
Overview of NovaGenesis future Internet architecture. NovaGenesis (NG) is an alternative information architecture that covers data processing, exchanging and storage. The project has idealized an alternative architecture for the current Internet and has been demonstrated viable for IoT and cognitive radio. NG has been evaluated as an alternative to domain name service (DNS), named-data routing and network caching (for efficient content distribution) and software-defined networks. Due to its service-oriented design (SOD) with support for virtualization, software-defined networking and virtual network functions, it can be seen as a 5G architecture as well. In this context, NovaGenesis is a “clean slate” architecture that cohesively integrates many novel ingredients at its core, including exposition of physical things to software, programmable networks (SDN and NFV), service-defined architecture (SDA), ICN, SOA, SCN, IoT, SON, among others.
Read more:
https://www.linkedin.com/pulse/6-questions-novagenesis-information-architecture-alberti/
https://www.linkedin.com/pulse/novagenesis-new-beginning-digital-realm-antonio-marcos-alberti/
https://www.mdpi.com/1424-8220/18/9/3160
Como as tecnologias disruptivas criam abundância? Como a abundância está desafiando os modelos estabelecidos?
Avanços exponenciais -> Abundância -> Disrupção e Softwarization -> Servitization
SDN, NFV -> Network Slicing e NaaS. Demos de criação de fatia em 90 minutos do Projeto VITAL usando combinação de SDN e NFV. Contratação via um portal com dash board.
Blockchain e pós Blockchain: IOTA. IRTF DINRG - Decentralized Internet Infrastructure e Lojas de NFV do Projeto TIP - Telecom Infrastructure Project. Gêmeos digitais e assistentes pessoais. IA para otimizar.
Rentabilização do network slicing: Alocação dinâmica e monetização sobre demanda de slices com uso de IA via gêmeos digitais de coisas e organizações.
Como aproveitar o NaaS pra criar novos fluxos de receita e obter eficiências de rede: Pensar de forma abundante/exponencial para criar novos modelos que favoreçam novos fluxos de receita.
Qual o impacto da IoT: IoT é o sistema sensorial e motor. Irá gerar contexto e tendências para a tomada de decisão, incluindo as melhores políticas de compartilhamento do físico e virtual. O físico reflete o complexo jogo dos serviços. A melhor configuração do físico é aquela que maximiza o uso com qualidade.
Quais novos modelos de precificação poderão ser explorados: Precificação é decorrente da dinâmica da economia de serviços, economia de dados, economia das coisas, funções virtuais de rede, recursos físicos disponíveis expostos via gêmeos digitais. A dinâmica na economia do intangível é feita de forma autonômica.
Tecnologias disruptivas e suas relações com Inteligência Artificial e Inteligência Artificial Geral no contexto de cidades inteligentes, criativas, sustentáveis e felizes. Gentileza citar a fonte quando utilizar o material.
SDN, NFV AND CDN/ICN IN HIBRID TERRESTRIAL/SATELLITE 5G: WHAT IS MISSING?Antonio Marcos Alberti
Overview of emerging techs for hibrid 5G. Examples of projects covering this issue. An analysis of what is missing in 5G, including blockchain, smart contracts, service-centric networking, information-centric networking, P4, etc. Talk giving at #5GLATAM.
FUTURE INTERNET OF THINGS: EXPERIMENTING WITH NOVAGENESIS AND VIRTUAL SENSORS...Antonio Marcos Alberti
Internet of things is a disruptive technology that is impacting many verticals in modern economy. The future of IoT can be evolutionary or revolutionary. Evolutionary means to keep backward compatibility with current Internet technologies, while revolutionary means novel architectures that deeply redesign the status quo. In this paper, we experimentally evaluate a future Internet of things approach called NovaGenesis. For this aim, we employ virtual sensors (emulated in software) to demonstrate a service-defined IoT architecture based on smart objects, self-verifying naming, dynamic resource and services orchestration, software-defined control and contract-based operation. In this paper, we aim at verifying scalability of NovaGenesis distributed temporary cache. Presented results suggest NovaGenesis hash table service can provide the required scalability in a local domain.
CONVERGENCE OF DISRUPTIVE TECHNOLOGIES: FROM IOT TO AI AND BLOCKCHAIN PASSING...Antonio Marcos Alberti
It does not make sense to think of AI, IoT, Blockchain, Cloud technologies in isolation ... We must design convergent architectures, with IA in one end, blockchain (or another alternative) in the other. Still, IoT feeding the two. All this with cloud computing / fog elasticity. The hardware should be programmable and we should abuse of virtualization. Finally, all of this could be at the core of a new Internet, in the form of several stacks that include intelligent, blockchain-based evolutionary protocols.
O assunto Inteligência artificial (AI) nunca esteve tão presente no nosso dia a dia. Estamos vivenciando um momento de avanços exponenciais na área e não faltam exemplos de aplicações para todo o lado. Assim, é crescente a discussão que os resultados desses trabalhos façam emergir as chamadas superinteligências – seres mais capazes do que nós em todos os aspectos. Em Janeiro de 2017, na praia de Asilomar na Califórnia, foi realizada a conferência Beneficial 2017, onde parte da elite mundial no assunto se reuniu e discutiu o levantar da AGI – Artificial General Intelligence, como é tecnicamente conhecida a Inteligência Artificial de abrangência ampla. Estiveram presentes nomes como Elon Musk, Ray Kurzweil, Juergen Schmidhuber, dentre muitos outros. A conferência culminou com os Princípios de AI de Asilomar, que visam guiar as pesquisas e desenvolvimentos na direção de superinteligências benéficas para os humanos. Neste papo, será apresentada uma perspectiva histórica e futura do tema, discutindo os 23 princípios e os impactos que poderiam ser causados por AIs não benéficas para os humanos. Palestra apresentada no Hack Town 2017
Using recycled concrete aggregates (RCA) for pavements is crucial to achieving sustainability. Implementing RCA for new pavement can minimize carbon footprint, conserve natural resources, reduce harmful emissions, and lower life cycle costs. Compared to natural aggregate (NA), RCA pavement has fewer comprehensive studies and sustainability assessments.
KuberTENes Birthday Bash Guadalajara - K8sGPT first impressionsVictor Morales
K8sGPT is a tool that analyzes and diagnoses Kubernetes clusters. This presentation was used to share the requirements and dependencies to deploy K8sGPT in a local environment.
Hierarchical Digital Twin of a Naval Power SystemKerry Sado
A hierarchical digital twin of a Naval DC power system has been developed and experimentally verified. Similar to other state-of-the-art digital twins, this technology creates a digital replica of the physical system executed in real-time or faster, which can modify hardware controls. However, its advantage stems from distributing computational efforts by utilizing a hierarchical structure composed of lower-level digital twin blocks and a higher-level system digital twin. Each digital twin block is associated with a physical subsystem of the hardware and communicates with a singular system digital twin, which creates a system-level response. By extracting information from each level of the hierarchy, power system controls of the hardware were reconfigured autonomously. This hierarchical digital twin development offers several advantages over other digital twins, particularly in the field of naval power systems. The hierarchical structure allows for greater computational efficiency and scalability while the ability to autonomously reconfigure hardware controls offers increased flexibility and responsiveness. The hierarchical decomposition and models utilized were well aligned with the physical twin, as indicated by the maximum deviations between the developed digital twin hierarchy and the hardware.
Literature Review Basics and Understanding Reference Management.pptxDr Ramhari Poudyal
Three-day training on academic research focuses on analytical tools at United Technical College, supported by the University Grant Commission, Nepal. 24-26 May 2024
Online aptitude test management system project report.pdfKamal Acharya
The purpose of on-line aptitude test system is to take online test in an efficient manner and no time wasting for checking the paper. The main objective of on-line aptitude test system is to efficiently evaluate the candidate thoroughly through a fully automated system that not only saves lot of time but also gives fast results. For students they give papers according to their convenience and time and there is no need of using extra thing like paper, pen etc. This can be used in educational institutions as well as in corporate world. Can be used anywhere any time as it is a web based application (user Location doesn’t matter). No restriction that examiner has to be present when the candidate takes the test.
Every time when lecturers/professors need to conduct examinations they have to sit down think about the questions and then create a whole new set of questions for each and every exam. In some cases the professor may want to give an open book online exam that is the student can take the exam any time anywhere, but the student might have to answer the questions in a limited time period. The professor may want to change the sequence of questions for every student. The problem that a student has is whenever a date for the exam is declared the student has to take it and there is no way he can take it at some other time. This project will create an interface for the examiner to create and store questions in a repository. It will also create an interface for the student to take examinations at his convenience and the questions and/or exams may be timed. Thereby creating an application which can be used by examiners and examinee’s simultaneously.
Examination System is very useful for Teachers/Professors. As in the teaching profession, you are responsible for writing question papers. In the conventional method, you write the question paper on paper, keep question papers separate from answers and all this information you have to keep in a locker to avoid unauthorized access. Using the Examination System you can create a question paper and everything will be written to a single exam file in encrypted format. You can set the General and Administrator password to avoid unauthorized access to your question paper. Every time you start the examination, the program shuffles all the questions and selects them randomly from the database, which reduces the chances of memorizing the questions.
Understanding Inductive Bias in Machine LearningSUTEJAS
This presentation explores the concept of inductive bias in machine learning. It explains how algorithms come with built-in assumptions and preferences that guide the learning process. You'll learn about the different types of inductive bias and how they can impact the performance and generalizability of machine learning models.
The presentation also covers the positive and negative aspects of inductive bias, along with strategies for mitigating potential drawbacks. We'll explore examples of how bias manifests in algorithms like neural networks and decision trees.
By understanding inductive bias, you can gain valuable insights into how machine learning models work and make informed decisions when building and deploying them.
Water billing management system project report.pdfKamal Acharya
Our project entitled “Water Billing Management System” aims is to generate Water bill with all the charges and penalty. Manual system that is employed is extremely laborious and quite inadequate. It only makes the process more difficult and hard.
The aim of our project is to develop a system that is meant to partially computerize the work performed in the Water Board like generating monthly Water bill, record of consuming unit of water, store record of the customer and previous unpaid record.
We used HTML/PHP as front end and MYSQL as back end for developing our project. HTML is primarily a visual design environment. We can create a android application by designing the form and that make up the user interface. Adding android application code to the form and the objects such as buttons and text boxes on them and adding any required support code in additional modular.
MySQL is free open source database that facilitates the effective management of the databases by connecting them to the software. It is a stable ,reliable and the powerful solution with the advanced features and advantages which are as follows: Data Security.MySQL is free open source database that facilitates the effective management of the databases by connecting them to the software.
We have compiled the most important slides from each speaker's presentation. This year’s compilation, available for free, captures the key insights and contributions shared during the DfMAy 2024 conference.
2. (c) Antonio Alberti, Inatel, 2014.
TO ABSTRACT/EMULATE IN VIRTUAL WORLD (I.E.
SOFTWARE) SOMETHING THAT IS PHYSICAL, VISIBLE IN
REAL WORLD.
EXAMPLES: VIRTUAL MACHINE, VIRTUAL ROUTER
VIRTUALIZATION
3. (c) Antonio Alberti, Inatel, 2014.
TO RUN IN SOFTWARE SOME NETWORK FUNCTION THAT
IS TYPICALLY A HARDWARE.
EXAMPLES: VIRTUAL GATEWAY
NETWORK FUNCTION VIRTUALIZATION
4. (c) Antonio Alberti, Inatel, 2014.
WHAT IS THE BEST HOST FOR A CERTAIN VIRTUAL
NETWORK FUNCTION?
WHERE TO PROCESS THE DATA: CLOUD OR EDGE?
SUBSTRATE SELECTION
5. (c) Antonio Alberti, Inatel, 2014.
EVERY VIRTUAL ENTITY NEEDS A PHYSICAL
SUBSTRATE.
CANDIDATE HOSTS NEED TO EXPOSE THEIR FEATURES
FOR SOFTWARE ORCHESTRATION.
SOFTWARE CAN SELECT THE BEST PLACEMENT.
EXPOSITION
6. SDR - SOFTWARE DEFINED RADIO
Radio hardware is defined by software.
Virtualization of radio functions.
Software-defined “node”.
7. ROF - RADIO OVER FIBER
Distributed radio signals are transported for central
processing, probably in one or more SDR.
SDR(s) Edge Cloud
RoF
9. SMART OBJECT
REQUIREMENTS:
ü NEED TO TALK WITH “PHYSICAL COUNTERPART(S)”.
ü REPRESENT PHYSICAL OBJECT IN VIRTUAL WORLD.
ü MANAGES AND CONTROLS “PHYSICAL COUNTERPARTS”.
10. VIRTUAL GATEWAY FOT IOT
IoT motes transmit signals to an SDR, which delivers frames to
a protocol translation software in the edge computing.
SDR Edge/Cloud
Protocol Translation
Mote
Mote
11. (c) Antonio Alberti, Inatel, 2014.
TO RETHINK NETWORK ARCHITECTURE CONSIDERING
THE ROLE OF ABSTRACTIONS AND SOFTWARE.
CURRENT APPROACHES ARE FOCUSED ON MOVING THE
EXISTING DISTRIBUTED CONTROL PLANE TO A
CENTRALIZED SOFTWARE CONTROLLER.
SOFTWARE-DEFINED NETWORKING
12. (c) Antonio Alberti, Inatel, 2014.
TRADITIONAL NETWORKING
SOFTWARE-DEFINED NETWORKING
Data Plane
Control Plane
Mngt Plane
Data Plane
Control Plane
Mngt Plane
Data Plane
Control Plane
Mngt Plane
13. (c) Antonio Alberti, Inatel, 2014.
OPENFLOW NETWORKING
SOFTWARE-DEFINED NETWORKING
Data Plane
Cmd. Receiver
Mngt Plane
Data Plane
Cmd. Receiver
Mngt Plane
Data Plane
Cmd. Receiver
Mngt Plane
Controller
Orchestration
14. EMERGING SCENARIO
SOFTWARE-DEFINED NETWORKING
Data Plane
Cmd. Receiver
Mngt Plane
Orchestration
Data Plane
Cmd. Receiver
Mngt Plane
Controller
Data Plane
Cmd. Receiver
Mngt Plane
Controller
Data Plane
Cmd. Receiver
Mngt Plane
PHYSICAL NODES VIRTUAL NODES
15. SOFTWARE-AS-A-SERVICE: APPLICATIONS CAN BE
FLEXIBLY AND DYNAMICALLY CONSTRUCTED BY THE
DYNAMIC COMPOSITION OF DISTRIBUTED UTILITIES.
SERVICE ORIENTED ARCHITECTURE
App
S8 S9
S7 S6 S5
S4 S3 S2 S1
18. Smart Convergent Information Architecture
Physical World
Self-Organizing
Physical World Representatives
People
Policies, Rules, Regulations, etc.
Self-Organizing
Orchestrators, Controllers, Managers, etc.
Evolutionary
Pressures
Environmental
Pressures
The Essence of NovaGenesis Model
(c) Antonio Alberti 2015,
Inatel - All rights reserved.
19. Prototype
LIVE DEMO @
SAO PAULO
CAMPUS PARTY
JAN. 2015
SCALABILITY@
INATEL
AUG. 2015
FIRST TEST@
GENI
SEPT. 2015
20. Sensing Cell
Controller
Sensing Information
Storage and Analysis
Sensing Cell
Sensing Cell
Controller
Sensing Cell
Sensing Cell
Controller
Sensing Cell
TCP/IP
Internet
TCP/IP
TCP/IP
...
...
Radio M2 Internet
Radio M1
IoT Network
Boundary
Sensing Cell
Boundary
Border
Router
Sensing Cell SC1
Sensing Cell SC2
Mint
SCC1
SCC2
SISA
Interferer
Range
Interferer
(a) (b)
Figure 1: Cognitive Radio blocks in the context of IoT.
CRIoTNG
21. Cognitive Radio in the Context of IoT using a Novel Future Internet
Architecture Called NovaGenesis
k
k
l
l
m
Figure 10: Example of two applications in a simple link scenario.
TCP/IP
Ethernet
SCC IO
TCP/IP
SC
PUSH/
PULL IA DAO
Ethernet
SISA DB
CLIENT/SERVER CLIENT/SERVER
EthernetEthernet
PUSH/PULL
Figure 11: Stack for cooperative spectrum sensing based on TCP/IP and
ZeroMQ (ZMQ) push/pull.
Naming: Content and services are accessed using their self-
verifying names (SVNes). Message forwarding/routing also
In NovaGenesis, the NRS does a similar role, but using pub/sub
of domain name records.
Limited Service-Orientation: In ZMQ/Internet, the
service-oriented design (SOD) is employed only on the WWW,
while in NovaGenesis it is for all services, including network-
ing ones.
Life-cycling: It encompasses the dynamic composition of
services and their contents. In the Internet architecture it is
present only at WWW. In NovaGenesis, life-cycling is intrin-
sic to any entity: content, services, operating systems, hosts,
etc. The same pattern happens for contract-based operation.
Deployment in Hosts: Internet protocols are implemented at
the core of operating systems. NovaGenesis protocols in hosts
are implemented as services that follow SOD paradigm.
3.6. Next Steps and Open Challenges
We plan to implement the complete Figure 1 scenario in
NovaGenesis, with the aim of extending NG services to con-
trol Wi-Fi access points based on RMS decisions. In addition,
we have already applied NovaGenesis implementation for SDN
[45]. We are also extending our name resolution service to hi-
erarchical domains, as an alternative to DNS. We have already
9
over TCP/IP using ZeroMQ2
(ZMQ) push/pull sockets [41] and
delivered to the SSS. Inside NovaGenesis, the SSS changes to
publish/subscribe (pub/sub) model instead of ZMQ’s push/pull,
publishing and subscribing name bindings and information ob-
jects (like SLAs or spectrum samples) to/from name resolution
service (NRS3
).
NG
Ethernet
SCC SSS
PUB/SUB
PGCS
NG
Ethernet
PGCSNRS RMS
TCP/IP
SC
EthernetEthernet
CLIENT/SERVER PUSH/
PULL
Figure 4: Stack for NovaGenesis interoperability with SCC. SSS provides the
interconnection between TCP/IP and NG stacks. SCC sends spectrum samples
to SSS using ZMQ. Inside NG, the communication model is pub/sub.
2ZeroMQ is a library for asynchronous exchanging of messages. In the
push/pull communication model, a push socket distributes a message to one or
more pull sockets, which read the message delivered over TCP/IP.
3NRS is a short term for the set PSS, GIRS and HTS.
spect
ters t
the s
samp
da
from
{
"
}
"
}
"
}
}
7
CRIoTNG
22. Figure 19: Fragment of a NovaGenesis message transporting a spectrum sample
directly over Ethernet.
Figure 20: Spectrum sensing output obtained using NovaGenesis as transport
network instead of TCP/IP.
Amostras((
transportadas((
sem(TCP/IP,((
Somente(NG((
sobre(Ethernet(
TCP/IP NGTCP/IP
SCC SSS PGCS
NG
PGCSHTS GIRS PSS RMS
SCC - Sensing Cell Controller
SSS - Spectrum Sensing Service
HTS - Hash Table Service
GIRS - Generic Indirection Resolution Service
PSS - Publish/Subscribe Service
PGCS - Proxy/Gateway/Controller Service
RMS - Resource Management Service
LEGEND:
Figure 14: Experimental scenario for the interoperability test of collaborative spectrum sensing with NovaGenesis.
ng -m --cl 0.1 [ < 1 s ... > < 4 s 0BD95286 ED12F3ED 342DD4C5 B8101939 > < 4 s 0BD95286 ED12F3ED 449B0B0C 6FDF0A76 > ]
...
ng -p --b 0.1 [ < 1 s 2 > < 1 s 19656CF3 > < 1 s 342DD4C5 > ]
ng -p --b 0.1 [ < 1 s 1 > < 1 s 19656CF3 > < 1 s Wi-Fi > ]
...
ng -message --type 0.1 [ < 1 s 1 > ]
Serviços)desenvolvidos)para)o)protó1po.)
Cognitive Radio in the Context of IoT using a Novel Future Internet
Architecture Called NovaGenesis
Services developed for prototype
Spectrum
sensing
samples
transported
over NG/
Ethernet
CRIoTNG
23. Nó#de#Internet#das#coisas##
medindo#temperatura#da#sala#
Amostras##
de#temperatura#
transportadas#
sem#TCP/IP,##
somente#NG##
sobre#Wi<Fi#
Fig. 8. Experimental scenario with: (i) NovaGenesis core services and IoT client application in the left; (ii) the NovaGen
embedded proxy/gateway (EPGS) on NXP’s LPC1769 device in the middle; and (iii) a computer with LPCXpressoTM
to com
and deploy the EPGS (plus EventOSTM
) image on LPC.
ng -m --cl 0.1 [ < 1 s 28FD4420 > < 4 s 0BD95286 ED12F3ED 7E764DC1 4D623F20 > < 4 s empty empty empty empty > ]
Future Internet of “Things”: The NovaGenesis Model
Temperature
samples
transported
over NG/Wi-Fi
Internet of things node
with embedded NG
FIoT
24. 0 0.05 0.1 0.15 0.2 0.25 0.3 0.35 0.4 0.45 0.5 0.55 0.6 0.65 0.7 0.75 0.8 0.85 0.9
10
−4
10
−3
10
−2
10
−1
10
0
Name Resolution Server Utilization (log)
Probability a name record is on a resolver cache (pi,o
)
MeanUtilization(U)
DNS Root
DNS TLDs
DNS SLDs
DNS Resolvers
NG Root
NG TLDs
NG SLDs
NG Resolvers
MDHT Root
MDHT TLDs
MDHT SLDs
MDHT Resolversi
App
γ0,0
o
AppApp
o
AppApp
o
App
γ0,N γ1,0 γ1,N γR,NγR,0
i i i0 1 R
o inatel hufsio io
io io
io
br kr
io
s = 0 … S
unisinos
SLDs
r = 0 … R
Resolvers
i = 0 … N
Applications
t = 0 … T
TLDs
z=0 …Z
root
pi,o
ps,t
1 1
pt,z
pi,o pi,o pr,s
ps,s
NG