Using knowledge and event mining technologies to create behavior prediction tools

Using knowledge and event mining technologies to create behavior prediction tools is already a reality in areas such as agriculture and education. With the support of the main research promotion agencies in Brazil, studies to find patterns and frequencies of certain aspects are based on news from reliable sources to weave future scenarios. Now, the tactic is being applied to the coronavirus – and that can be quite a weapon against the pandemic.

Committed to collecting information mentioning the new coronavirus or the covid-19 disease, researchers from USP’s Institute of Mathematical and Computer Sciences (ICMC) are dedicated to improving the artificial intelligence techniques of Websensors, a tool that uses the automatic extraction of events from from news. With it, it is possible to identify subjects, names of people and organizations, all with how much do computer scientists make locations.

It is an additional support for specialists dedicated to fighting the disease that has taken over the news in recent months and which, it seems, will remain very present in our daily lives for some time. In this way, it is possible to outline strategies based on what was successful and also on what did not work in fighting the virus.

Solange Rezende, project coordinator, explains the importance of something like this: “When we look at the future evolution of the disease contamination curve and only take into account data on contagions that happened in the past, we have a limited view of the problem. If it is possible to enrich this view, adding information extracted from reliable sources to the forecast, we believe that we can increase our view and, who knows, build predictive models closer to reality ”.

It is a fact that there is a massive amount of information circulating on the internet about the pandemic and that this tends to increase more and more. Being a source of data from all over the world, with the right tool, it is possible to use the network as a kind of sensor that makes it possible to build models to predict what is coming.

Engineers explore algorithm's capabilities in special cases 'on the unit circle

Iowa State University's Alexander Stoytchev says it's one of the "most popular and useful" algorithms around -- even though most of us have never heard of it.

But, if you've used a cell phone, browsed the internet or needed a medical image, you've what jobs can you get with a computer science degree from the fast Fourier transform (FFT).

The transform and its inverse (known as the IFFT) have been in use since 1965. For example, in your cell phone the FFT is used to analyze the signal received from the base station (or cell tower). The IFFT solves the inverse problem: it synthesizes the signal that your phone sends to the base station.

In 1969, researchers developed a more useful, generalized version of the FFT known as the chirp z-transform (CZT). But nobody had come up with a generalized version of the IFFT. It was a 50-year-old puzzle in signal processing.

That is, until last fall when two Iowa State engineers -- Stoytchev and Vladimir Sukhoy -- announced in a research paper they had come up with a closed-form solution for the inverse chirp z-transform (ICZT) and a fast algorithm for computing it. (The paper sparked a lot of interest in the signal-processing community, tallying more than 26,000 accesses since October.)

Now Stoytchev -- an associate professor of electrical and computer engineering who's also affiliated with the university's Virtual Reality Applications Center -- and Sukhoy -- a lecturer in electrical and computer engineering -- report new research results about their algorithm.

Is Kubernetes the Cure to Cantankerous 5G Core?

The full arsenal of technology required to deliver on the promise of 5G hasn’t reached commercial networks – yet. Ultra-reliable, low-latency communications, network slicing, edge services, and converged access hinges on the adoption of cloud-native and containers by telecommunication providers. 

Nokia argues the only way to achieve these goals is to have a cloud-native core. The Finnish vendor isn’t the only one doubling down on that idea. A report from ABI Research contends that the “momentum of enterprise 5G will come to screeching halt without a cloud-native platform.” 

Thus, telecommunication vendors are shifting their gaze toward cloud-native technologies and specifically computer science engineer salary for the resilient, flexible, scalable, and automated capabilities inherent to their architecture. The container orchestration platform is being tasked with managing the container-based infrastructure that will be needed to support 5G networks and related services, automating what previously would have been manual labor-intensive operations. 

Even as operators roll out 5G networks, there remain several hurdles to clear before their 5G arsenal is complete.

Cisco moves WiFi roaming technology to wireless broadband consortium

The Wireless Broadband Alliance has taken over development and promotion of Cisco's OpenRoaming technology, which lets devices move between Wi-Fi and cellular networks such as LTE without interrupting service.

OpenRoaming is built on the Passpoint (HotSpot 2.0) standard, which in turn is based on the IEEE 802.11u standard for interworking connectivity. The expectation is that WBA can bring about the broad adoption of difference between computer engineering and computer science by new and existing Wi-Fi network customers, identity and service providers.

The nearly 100 member WBA includes a wide variety of industry players including AT&T, Boingo, Broadcom, Cisco, Comcast, Intel, Facebook, Google, HPE Aruba and others. The alliance has a number of initiatives including how to best converge and grow Wi-Fi 6 and 5G as those technologies ramp-up.  Some of its current initiatives involve WiFi sensing, which enables motion detection, gesture recognition, and biometric measurement by using existing Wi-Fi signals and mobile edge computing.

With OpenRoaming, device users can employ methods such as Samsung ID, their mobile SIM card, or their cloud provider to sign into OpenRoaming once, granting them seamless access to participating wireless networks around the world, according to Cisco. 

In addition, OpenRoaming brings together a federation of trusted identity providers, to automatically allow users to join any network managed by an OpenRoaming federation member. The membership include service providers, device manufacturers, cloud ID, or even loyalty memberships. Boingo Wireless, GlobalReach Technology, Intel, Korea Telekom, and others have pledged support for OpenRoaming.

The Future Is Now

The battle over the installation of the next generation of telecommunications equipment around the world can sometimes seem almost as intense as the Cold War that followed World War II and for a good reason — the stakes are high because 5G technology is likely to change life and business fundamentally around the world.

The new standard offers speeds up to 100 times faster than 4G and latency (the delay between sending information and that information being received) up to 120 times lower. The 5G standard also promises to transform our daily lives with smart cities, self-driving cars and medical breakthroughs, as well as revolutionizing military and security technology. The main players over who will control the future of computer science vs computer programming technology are China and the United States.

On the Chinese side, the most prominent player is Huawei Technologies, China’s biggest telecoms equipment firm, which has been accused by the US of placing backdoors in its telecommunications networks installed around the world, providing data access to Chinese intelligence services. The US has launched a campaign to stop countries installing Huawei equipment, but the company has categorically stated that “there is absolutely no truth in the suggestion that Huawei conceals backdoors in its equipment.”

“I believe the US government is right to be cautious,” says Adam Segal, an expert on Chinese technology policy and national security and the director of the Digital and Cyberspace Policy Program at the Council on Foreign Relations. “There will be vulnerabilities in all 5G networks, and countries have to be able to trust the manufacturer.”

“The Huawei case is so simple. Networks are about trust — the world doesn’t trust China’s national companies(rightly so),” tweeted Kyle Bass, chief investment officer at Hayman Capital Management, a Texas-based hedge fund.

A Review Of The Information Technology Rules, 2011 Reasonable Security Practices And Procedures And Sensitive Personal Data Or Info

A new data protection law is on the anvil and all stakeholders are keenly awaiting the outcome of the consultation process for the draft Personal Data Protection Bill, 2019, recently initiated by the Joint Parliamentary Committee. Even after the new data privacy law is enacted, it is likely to take at least a year, if not more, for the infrastructure required to implement the new law to be put in place. Therefore, it will be a useful exercise to review and understand India's existing data privacy law which can be found in the form of Information Technology (Reasonable Security Practices and Procedures and Sensitive Personal Data or Information) Rules, 2011 ("2011 Rules"). The 2011 Rules have been framed under Section 43A of the Information Technology Act, 2000 ("IT Act").

When the IT Act was enacted, its focus was on putting in place technology law fundamentals like digital signatures, providing legal recognition for electronic documents and the like. Its preamble states that its objective is to "provide legal recognition for transactions carried out by means of electronic data interchange and other means of electronic computer science vs information technology, commonly referred to as 'electronic commerce', which involve the use of alternatives to paper-based methods of communication and storage of information, to facilitate electronic filing of documents with the Government agencies and further to amend the Indian Penal Code, the Indian Evidence Act, 1872, the Bankers' Books Evidence Act, 1891 and the Reserve Bank of India Act, 1934 and for matters connected therewith or incidental thereto."1 It was only in 2008 that the IT Act was amended by the Information Technology (Amendment) Act, 2008, with effect from October 27, 2009, to incorporate Section 43A, which requires the maintenance of reasonable security practices and procedures by bodies corporate that possess, deal or handle any sensitive personal data or information and provides for compensation for failure to protect such data) and Section 72A, which penalizes intentional personal data breach. The aforesaid amendment did not define either personal data or sensitive personal data, though Section 43A provided that "sensitive personal data or information" would mean such personal information as would be prescribed by the Central Government in consultation with such professional bodies or associations as it may deem fit.

ITU Guidelines for national emergency telecommunication plans

In the face of the global coronavirus crisis, as in any other emergency, the speed and efficiency of our response are proportional to the level of preparedness. To help countries better manage disaster response activities at a time when the frequency, intensity and human and economic impact of disasters are on the rise worldwide, the International Telecommunication Union (ITU) launches new guidelines for the development and implementation of National Emergency Telecommunication Plans.

These guidelines will assist national authorities and policymakers in developing policies and regulations that can ensure the continued use of telecommunication networks and services before, during and after a disaster.

"The exceptional COVID-19 crisis we are going through right now shows how vital information and communication technology networks and services are, both to respond to the current pandemic and to address disaster management," says ITU Secretary-General Houlin Zhao. "Now more than ever, the implementation of comprehensive national emergency telecommunication plans can ensure there is effective and timely sharing of information across all levels of government, within affected communities and among humanitarian agencies to prioritize response efforts and to save how much do computer scientists make."

The Web’s Bot Containment Unit Needs Your Help

Anyone who’s seen the 1984 hit movie Ghostbusters likely recalls the pivotal scene where a government bureaucrat orders the shutdown of the ghost containment unit, effectively unleashing a pent-up phantom menace on New York City. Now, something similar is in danger of happening in cyberspace: Shadowserver.org, an all-volunteer nonprofit organization that works to help Internet service providers (ISPs) identify and quarantine malware infections and botnets, has lost its longtime primary source of funding.

Shadowserver provides free daily live feeds of information about systems that are either infected with bot malware or are in danger of being infected to more than 4,600 ISPs and to 107 national computer emergency response teams (CERTs) in 136 countries. In addition, it has aided the FBI and other nations’ federal law enforcement officials in “sinkholing” domain names used to control the operations of far-flung malware empires.

In a computer engineer salary security lexicon, a sinkhole is basically a way of redirecting malicious Internet traffic so that it can be captured and analyzed by experts and/or law enforcement officials. Typically, a sinkhole is set up in tandem with some kind of legal action designed to wrest control over key resources powering a malware network.

Some of these interventions involving ShadowServer have been documented here, including the Avalanche spam botnet takedown, the Rustock botnet takeover, the Gameover malware botnet seizure, and the Nitol botnet sneak attack. Last week, Shadowserver was instrumental in helping Microsoft kneecap the Necurs malware network, one of the world’s largest spam and malware botnets.

Why Engineers Who Like Cisco Systems Will Love DevNet

Cisco Systems Senior Vice-President and General Manager of its DevNet program, Susie Wee, recently provided an update to a handful of analysts on the program’s changes and momentum. For those not familiar with DevNet, it’s Cisco’s developer program. One might ask a series of questions, such as: Why does Cisco need a developer program? Don’t they sell hardware? Aren’t developer programs for software companies?

Cisco does indeed sell the network, security and collaboration hardware–and a lot of it. In fact, it sells more of that stuff than any other vendor out there, more than all of their other major competitors combined.

Network engineers need to be software power users
However, Cisco delivers much of its innovation in software--advanced software with a number of best-in-class features to make the network more secure, automatable and less complex. Most of those features are available via a rich set of APIs (application programming interfaces). Now the term “developer” is very broad, and I’m certainly not advocating that all network engineers should become coders, but they should know how to perform an API call, write scripts and basic computer science vs computer engineering salary in languages like Python. Some network engineers might choose to go down the software coder path, but they all need to become software power users. 

ISC Class 12 computer science exam analysis 2020 based on feedback from students

Some students who appeared in ISC Class 12 Computer Science examination on Monday said that the paper was tricky and several questions were twisted that required a lot of thought process.

Students of City Montessori School Aliganj 1, who appeared for the Class 12th ISC Computer Science paper said that the paper was having some twisted questions and few tricky ones.

Rahul, a student said, “A few questions were a bit tricky but manageable.” Vatsal another student from the same school said, “It was a standard paper. I’ve attempted all the questions and completed my paper on time. “ The Computer Science teachers of the school said questions pertaining to topics like inheritance and data structure were twisted but manageable by above-average students. Overall the paper was a standard paper.

The senior principal Jyoti Kashyap and Principal Shivani Singh were satisfied seeing the excited faces of the students as for many it was computer science and engineering.

Raman Jha, a computer science teacher of Don Bosco School, Siliguri in north Bengal said, “The ISC computer science questions were logical. An average student can score more than 70, including practical, and those who are meritorious can score more than 95.

The future of work is based on assumptions we need to challenge

We need more sophisticated ways to envision possible scenarios in preparing for the skills of tomorrow. We know less about technologies than we think.

The preoccupation with disruptive technologies has also eclipsed other issues with potentially transformative effects – climate change and political responses, demographic shifts that threaten to cripple health care systems, changing social norms and values, patterns of migration. These all have implications for the future of work and skills. Tapping into more sophisticated approaches to envisaging possible futures and scenarios would better inform adaptive, agile responses.

Planning when you cannot predict is fraught. In the ’90s, John Roth, president of Nortel Networks, insisted that Canada’s burgeoning ICT sector was threatened by skills shortages and we needed to “double the pipeline” for engineers. Ontario complied, diverting resources from other disciplines to gear up for the explosive demand. Then, Nortel and the dot-com market collapsed, leaving us with under-employed engineers. Organizations like the Canadian Advanced Technology Association (CATA) pronounced that “Technological skills are not the only need….Marketers are harder to find than engineers.” While deep technology skills are essential, we need to avoid creating reductive binaries that position choices as either how hard is computer science.

Why we need a new approach to network energy efficiency

With 5G, the mobile industry finally has an opportunity to expand traffic while reducing energy consumption across the network. However, breaking this energy curve will take more than just technology. Find out why below. Our recent report about breaking the energy curve offers a blueprint for service providers to evolve their networks towards nationwide 5G while lowering energy consumption.

In doing so, service providers can achieve something which historically has never happened before. They can finally break the network energy curve. Today’s mobile networks already consume a considerable amount of energy at a global energy cost of USD 25 billion. As we move ahead into 5G, the energy stakes look set to get even higher.

But why now with 5G?

Each new mobile generation has brought with it a rise in energy consumption. With 5G, this traditional trajectory has the potential to grow significantly. For example, as forecast in our latest Mobility Report, mobile networks will carry four times the data of today’s networks by 2025. This will also add new demands on service providers to increase network capacity, extend geographical coverage and deploy advanced technology use cases computer engineering salary.

Already, many service providers expect their energy consumption to soon double. This is the result of a need to densify the network and meet increasing traffic demands while improving their networks and rolling out new 5G frequencies. This is clearly not sustainable from business nor environmental perspective. But what is the way forward for the mobile industry? Is it possible to quadruple data traffic while at the same time sinking energy consumption?

Scholarships offered for engineering, computer science students

The budget plan presented Tuesday offers a $1,000 scholarship to students who complete their first semester, and a further $1,000 upon graduation, in the following fields: computer science, computer engineering, electrical engineering, communications engineering and electronics engineering. The government has budgeted $25 million over five years for this program, which would mean about 5,000 students a year, minus any administration costs.

Quebec’s finance department says details of the program, such as whether international students will be eligible or whether students will be required to stay in Quebec after they graduate, will be up to the education minister to determine.

The Quebec government is hoping to increase the number of graduating students in the fields of engineering and computer engineering definition by giving them scholarships.

Computer scientists' new tool fools hackers into sharing keys for better cybersecurity

The method, called DEEP-Dig (DEcEPtion DIGging), ushers intruders into a decoy site so the computer can learn from hackers' tactics. The information is then used to train the computer to recognize and stop future attacks.

computer science degree jobs Dallas researchers presented a paper on their work, "Improving Intrusion Detectors by Crook-Sourcing," at the annual Computer Security Applications Conference in December in Puerto Rico. They presented another paper, "Automating Cyberdeception Evaluation with Deep Learning," in January at the Hawaii International Conference of System Sciences.

DEEP-Dig advances a rapidly growing cybersecurity field known as deception technology, which involves setting traps for hackers. Researchers hope that the approach can be especially useful for defense organizations.

"There are criminals trying to attack our networks all the time, and normally we view that as a negative thing," said Dr. Kevin Hamlen, Eugene McDermott Professor of computer science. "Instead of blocking them, maybe what we could be doing is viewing these attackers as a source of free labor. They're providing us data about what malicious attacks look like. It's a free source of highly prized data."

The approach aims to solve a major challenge to using artificial intelligence for cybersecurity: a shortage of data needed to train computers to detect intruders. The lack of data is due to privacy concerns. Better data will mean better ability to detect attacks, said Gbadebo Ayoade MS'14, PhD'19, who presented the findings at the recent conferences.

Are You Prepared for Gen 6 Cyber Attacks?

We live in a constantly evolving, hyper-connected world, with technological developments continually bringing us closer together and, in many ways, having a hugely positive impact on our lives.

From the seemingly endless possibilities of smart devices; to collaborative, remote working; storing and sharing information in the cloud; and talking online with friends, family, and colleagues all over the planet (or even outer space) – technology permeates every aspect of our lives.

But this technological advancement brings with it a dark side – a vulnerability. Over the decades, cyber-attack vectors have also evolved, making it increasingly challenging for businesses and individuals to protect themselves in the digital world.

While once we only had to concern ourselves with simple computer viruses – known as the first generation of cyberattack – we’re now up against so much more, with signature based ids
attacks in full swing. But most companies’ cyber defenses are sadly lacking, according to Gil Shwed, founder and CEO at Check Point.

“Most people still seem to be at the third generation of cyber protection, while the attackers are at Gen 5. Why are so many people still at Gen 3 when dealing with cyber-attacks? We need to change that, but how can we do this?

HERE divulges Geodata Models to cut 5G remote system arranging expenses and speed arrangement

HERE, an area information and innovation stage have disclosed HERE Geodata Models to help quicken the broadcast communications industry's arranging and arrangement of 5G remote systems while diminishing system arranging operational costs. 

HERE Geodata Models is portrayed by the organization as an exact and versatile 3D computerized portrayal of the structures, trees and side of the road objects, (for example, streetlights, utility shafts, bridges, boards, and so forth.) making up the physical condition encompassing 5G reception apparatuses. The 3D computerized portrayals give network intrusion prevention organize organizers and radio recurrence (RF) engineers with the capacity to remotely lead field overviews and exactly plan where to find 5G receiving wires so as to make ideal sign inclusion. 

The physical qualities of mmWave 5G systems may expect administrators to introduce up to 10 fold the number of cell destinations per km2 contrasted with 4G systems. Not at all like midland range 4G systems, 5G signal ways inside mmWave range groups are particularly defenseless against impediment from ground level articles, for example, structures, trees, and boards. So as to adjust to this mmWave range band conduct, arrange administrators require a lot more significant level of area exactness and adaptability that is regularly not upheld in inheritance 3 and 4G organize arranging and structure arrangements.

Worldwide INTRUSION DETECTION SYSTEMS INTRUSION PREVENTION SYSTEMS

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