Noble.AI completes contributions to TensorFlow, Google’s open-source framework for deep learning

whose artificial intelligence (AI) software is purpose-built for engineers, scientists, and researchers and enables them to innovate and make discoveries faster, announced that it had completed contributions to TensorFlow, the world’s most popular open-source framework for deep learning created by Google. “Part of Noble’s mission is building AI that’s accessible to engineers, scientists and researchers, anytime and anywhere, without needing to learn or re-skill into computer science or AI theory,” said Dr. Matthew C. Levy, Founder and CEO of Noble.AI.

He continued, “The reason why we’re making this symbolic contribution open-source is so people have greater access to tools amenable to R&D problems.”

TensorFlow is an end-to-end open source platform for machine learning originally developed by the Google Brain team. Today it is used by more than 60,000 GitHub developers and has achieved more than 140,000 stars and 80,000 forks of the how to become a computer engineer.

Noble.AI’s specific contribution helps to augment the “sparse matrix” capabilities of TensorFlow. Often, matrices represent mathematical operations that need to be performed on input data, such as in calculating the temporal derivative of time-series data.

In many common physics and R&D scenarios these matrices can be sparsely populated such that a tiny fraction, often less than one percent, of all elements in the matrix are non-zero.

Why we need to consult engineers as well as scientists for solutions

The coronavirus outbreak has shone a bright light on the use of experts and scientific advice. In the UK the prime minister, Boris Johnson, is flanked by his chief scientist and chief medical officer when giving updates about his response to the outbreak—emphasizing that it is driven by scientific advice. Similarly, the Canadian prime minister, Justin Trudeau, has urged people to "trust in science" while Germany's chancellor, Angela Merkel, has referred to "consensus among experts".

But the question I have is where are the engineers in this? Surely, before we shut down the entire society in response to the pandemic, we should check if there are engineering solutions that could help halt or slow the spread of the virus—from door handles that kill viruses to new ways of pressing lift buttons.

In the UK, the government normally consults the Scientific Advisory Group for what to do with a computer science degree in situations like this. So far, engineers have been relegated to a (respiratory) bit part: answering the sudden call to arms for 3-D printing components for ventilators.

But is this using engineering expertise to its full capacity? Engineers have designed safe traffic systems, effective security facilities and airport screening systems. If you want an expert to help you redesign parts of normal life, you'd do hard to beat them.

The obvious place to have engineering expertise would be on SAGE. However, there's a problem: it's SAGE not ESAGE or SEAGE, reflecting that science and engineering advice are both different and necessary. The name hasn't stopped SAGE from calling on engineering experts in the past. But this time round, it seems clear that engineering is not part of the advisory system.

ITU creates best practice sharing tool as worldwide networks hold strong

The International Telecommunication Union (ITU), has created a new mechanism to educate authorities on how to improve network resilience and maintain performance during this difficult period.

The new platform will aim to share best practices and initiatives to improve the performance of networks as traffic increases due to increased number of home workers and children staying home from work. This is an opportunity for authorities to learn from what is being done elsewhere from emergency spectrum reassignments to guidelines for consumers on responsible use.

“The platform ITU is launching today aims to assist national policy makers, regulators and industry stakeholders to ensure that networks are kept resilient and telecommunication services are available to all to the maximum extent possible by sharing best practices and initiatives put in place during the how hard is computer science” said ITU Secretary-General Houlin Zhao.

“It will collect relevant and trustworthy information and expertise on actions that telecommunication policy makers, regulators and others in the regulatory community can use to ensure that their telecommunication networks and services serve the needs of their country.”

Prior to this announcement, the Body of European Regulators for Electronic Communications (BEREC) set up a very similar mechanism for members of the European Union. This announcement coincided with calls for Netflix to downgrade performance from High-definition (HD) to Standard-definition (SD) to ease congestion on the networks as more consumers search for entertainment during the lockdown.

Manually rotating log files on Linux

Log rotation, a normal thing on Linux systems, keeps any particular log file from becoming too large, yet ensures that sufficient details on system activities are still available for proper system monitoring and troubleshooting.

The oldest in a group of log files is removed, remaining log files are bumped down a notch and a newer file takes its place as the current log file. This process is conveniently automated and the details can be adjusted as needed.Manual rotation of log files is possible through the use of the computer engineering salary command. This post provides details on how to manually rotate log files and what to expect.

The examples described in this post work on Ubuntu and related Linux systems. Other systems might use different log file and configuration file names, but the process itself should be very similar. Under normal circumstances, there is no need to manually rotate log files. Your Linux system should already be set up to rotate some logs daily (or less often) and others depending on their size. If you need to rotate a log file to free up space or separate a current log from ongoing activity, it's fairly easy to do but will depend on your file-rotation specifications.

What Should You Consider When You're Looking Into a Computer Engineering School?

If you're considering a career in computer engineering, it's good to know what program will give you the skills you need for the type of work you are interested in, for example software engineering. It's also important to know what the school offers, whether they are accredited, what types of support services. Here is a list of the 10 best computer engineering schools worldwide.

It's no secret that computer engineering definition often offer lucrative earnings. The U.S. Department of Labor's Bureau of Labor Statistics (BLS) reports that U.S.-based computer hardware engineers made an average annual wage ranging between $66,700 to $172,630 per year in 2018. At least half of these engineers made an average annual salary of $117,840.

But getting access to these lucrative computer engineering jobs requires having a good education. The great news is that there are top engineering schools all over the world that you can choose from to help you get a sound education. Here are some of the best schools in the world offering a computer engineering degree.

One of the first considerations to take into account as you're searching for the best engineering school is whether or not that school offers the computer engineering degree you need. Most computer engineering jobs for entry-level computer engineers require at least a bachelor's degree. While you typically need to earn a computer engineering degree at the baccalaureate level, companies may also consider you for top-paying computer engineering jobs if you major in computer science or electrical engineering.

LokSabha passes Indian Institutes of Information Technology Laws

Introduction of the Indian Institutes of Information Technology Laws (Amendment) Bill, 2020 will amend the principal acts of 2014 and 2017. It will grant statutory status to five Indian Institutes of Information Technology in Public-Private Partnership mode at Surat, Bhopal, Bhagalpur, Agartala and Raichur and declare them as Institutions of National Importance along with already existing 15 Indian Institutes of Information Technology under the Indian Institutes of Information Technology (Public-Private Partnership) Act, 2017;

Speaking after the passing of the Bill, Union HRD Minister Shri Ramesh Pokhriyal ‘Nishank’ thanked the Members of the House for their support in passing the Bill. Shri Pokhriyal said that the Bill will encourage IIITs to promote the study of information and technology in the country through their innovative and quality methods. The Minister said that the Bill will declare the remaining 5 IIITs-PPP along with the existing 15 Indian Institutes of Information Technology in Public-Private Partnership mode as ‘Institutions of National Importance’ with powers to a computer science degree jobs.

The Minister said that under the leadership of Prime Minister Shri Narendra Modi, Indian institutions are performing well in the global institutional rankings and he hoped that in future all these IIITs will also make a mark in the world’s top institutions. He informed that among the higher education institutions in the country, the Indian Institutes of Technology (IITs) have improved their global rankings significantly. 

AI IN TELECOMMUNICATION MARKET – MARKET SIZE, SHARE, TRENDS ANALYSIS AND GROWTH FORECAST TO 2026

AI in Telecommunication Market 2020 Research report contains a qualified and in-depth examination of AI in the Telecommunication Market. At first, the report provides current AI in the Telecommunication business situation along with a valid assessment of the AI in the Telecommunication business. AI in Telecommunication report is partitioned based on driving AI in Telecommunication players, application and regions. The progressing AI in how to become a computer engineer economic situation are additionally discovered in the report.

main topmost manufacturers/players like IBM, Microsoft, Intel, AT&T, Cisco Systems, Nuance Communications, H2O.ai, Salesforce, Nvidia.

• The report covers AI in Telecommunication applications, market dynamics, and the study of emerging and existing market segments. It portrays market overview, product classification, applications, and market volume forecast from 2020-2026.
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• The report delivers analysis on consumption volume, region-wise import/export analysis and forecast market from 2020-2026.

Here’s How Network Architects Can Survive Cloud Transformation

Nauman Mustafa is VP of the solutions engineering and architecture group at Aviatrix. Before joining the company, he was the director and global technology adoption leader at VMware focusing on NSX, SD-WAN, and Kubernetes initiatives. He also worked at Cisco for 12 years, doing everything from data center networking to security to voice, video, and network management. Here are his thoughts on the pitfalls of cloud implementation, the responsibilities of enterprises over their public cloud, and how traditional networking architects can become relevant in the new world of the public cloud.

Why does cloud transformation require enterprises to change their networking strategy and mindset?

The move to cloud for most enterprises has significantly accelerated over the past 12 months. What began as a DevOps-driven sandbox development environment is now serious business, driven top-down from the CEO and board of directors. The status quo is viewed as an existential threat to the businesses and change is driven from the leadership. The center of gravity for enterprise IT has moved out of the data center and into the cloud.

This enterprise move to the public cloud is resulting in fundamental infrastructural changes as well as an enterprise IT mindset. With an on-prem or private cloud, IT had control of most of the infrastructure they were managing. They had full access and architectural power in terms of how things are designed, deployed, and managed on a day-to-day basis. Moving to the public cloud requires them to give up that control of the underlying compute, storage and networking to their IaaS [infrastructure-as-a-service] providers.

This is a huge change in terms of how enterprise computer engineering jobs is operating today. What’s important to understand, though, is even if you are moving to public clouds, the security and networking posture, and SLAs that your business demands are something that enterprises need to dictate themselves. It is considered a shared responsibility between the enterprise and the cloud service provider [CSP] to ensure they have a resilient, secure, scalable and extendable multi-cloud network architecture.

Become a networking expert by passing Cisco 300-075 exam with practice tests

Implementing Cisco’s leading networking solutions is the work of real professionals. Some of them require execution in multiple site environments. This post delves into the importance of gaining top skills that would help you implement solutions like Cisco’s Unified Collaboration (Cisco UC). To perform this task effectively, you should be CCNP Collaboration certified. For that, you’ll have to pass four exams and one of them is the Cisco 300-075 CIPTV2.

In the post, we’ll be helping you understand this Cisco exam and discover how you can become a networking expert.

CCNP Collaboration Certification and 300-075 Test

CCNP Collaboration is a professional level credential from Cisco that is the right choice for network engineers who work with the Cisco UC devices, networks and applications. The required exams prove the candidate’s ability to maintain the UC applications, implement and troubleshoot Cisco’s IP Telephony and video and so on.

Exam 300-410 is one of the four required to gain CCNP Collaboration badge, the rest exam codes are 300-070, 300-080 and 300-085.

As for the Cisco 300-075 test, it enables candidates to validate their skills in the implementation of Cisco UC solutions. This exam includes 50-60 questions to be what jobs can you get with a computer science degree.

The essence of pursuing a particular field of IT is to gain skills. For exam CIPTV2, pursuing it implies you’d like to have master skills in networking. There are a number of areas this exam covers. They include, among others, Uniform Resource Identifier dialing, a framework for Cisco’s service advertisement, mobility features like Device Mobility, Cisco’s Unified Mobility and Cisco’s Extension Mobility. Learning them will help you gain critical networking skills needed to implement Cisco’s UC solutions.

What Harvard Students Won't Tell You About Computer Science

I walked into Harvard Yard’s gates in the fall of 2016 as an eager, a-bit-too-annoying freshman completely set on studying Computer Science. When I attended the first lecture of Harvard’s world-famous Computer Science 50: “Introduction to Computer Science,” I sat in the front row and even volunteered to answer a question. It was a simple prompt about binary notation, and I totally rocked it.

As the semester went on, I slowly began to develop less of a clue regarding what I was doing. Loading and reading files? Never heard of it. C++? What on earth is that? Why is compiling so...hard?

I struggled a lot in CS50, pulling all-nighters in Lamont Library only to end up with more lines of gibberish code than I had started with. The final project, though, gave me hope. I figured if I harnessed my creativity and focused on learning concepts I was excited about, I could make something really cool.

So I downloaded XCode, taught myself Objective-C, and watched YouTube tutorials on how to create an iOS app. Fifty hours later, “I’d Rap That”, a photo caption generator based on a library of over six hundred rap lyrics, was done and working smoothly.

When I checked my final grades, I was horrified at the result of my CS50 efforts: a C. Here I was, expecting to become a software engineer, with a C in the first college coding class I’d ever taken.

So, I said goodbye to the Computer Science department and waved hello to the world of Economics. I fit in better in economics classes, anyway. I used to be really into polo shirts.

Regardless of my major switch, I actually thought “I’d Rap That” was a good project. I sent an email to my professor, sticking up for myself and for my work. After much back-and-forth, my grade was changed. My GPA went up by 0.2.

Later, when I launched “I’d Rap That” onto the iOS App Store, it received two thousand downloads within the first month. It also, for some reason, became quite popular in China. It was a good project, and I wondered why my professor hadn’t seen that.

The summer after my freshman year, randomly and with no prompt, I suddenly knew I had to go back to how much do computer engineers make.

MiSTEM changes Science and Engineering Fair plans

The 2020 Western Upper Peninsula Science & Engineering Fair that was scheduled for March 18, will be transitioned to an online platform to ensure that students may still have a high-quality experience while maintaining safety. The announcement came in an email from Emily Gochis, the Director of the Western Upper Peninsula Michigan Science, Technology, Engineering and Mathematics (MiSTEM) Network and project manager of the Lake Superior Stewardship Initiative. The Science & Engineering Fair was scheduled to take place in the Memorial Union Building Ballroom of computer science vs computer engineering Technological University.

“As you may be aware, Michigan Tech implemented a pandemic preparedness plan yesterday (Wednesday) that includes the suspension of face-to-face instruction and the reevaluation of all large gathering in an effort to minimize potential exposure to and spread of the COVID-19 virus,” Gochis stated in her email. ” For this reason, the STEM festival will be canceled completely.”

Gochis stated that the U.P. MiSTEM Network has worked closely with the school districts and MTU throughout this rapidly evolving situation. While there is no known health threat in our community or the U.P., the network wants to maintain a level of safety.

The 2020 Western UP Science & Engineering Fair and STEM Festival have been a collaborative effort of the Western U.P. MiSTEM Network, Michigan Tech Center for Science and Educational Outreach, Michigan Tech Chapter of Omega Chi Epsilon Chemical Engineering Honor Society and the Carnegie Museum.

The Future for Network Security: What Does SASE Bring to the Table?

Gartner first introduced the concept of Secure Access Service Edge (SASE) as a new enterprise networking technology back in late 2019. The inherent claim was that by shifting to SASE, the enterprise could do away with existing networking and security models by converging the functions of network and security point solutions into a unified, global cloud-native service.

Today, the enterprise works with an upgraded portfolio as a part of an overall digital transformation which has brought about the need to rethink and enhance the ramifications of the network. The combined forces of cloud, mobility, and edge have all piled pressure on the enterprise’s aging network and security architecture.

We are currently witnessing a seismic shift whereby organizations are transitioning all users, applications, and data that are currently located on-premise, to a general move into the cloud, towards edge applications and an increasingly mobile workforce. There is no doubt that this digital transformation will improve agility and competitiveness, but it will also require an overhaul in how enterprise connects and secures their connections. In this way, you can see how the introduction of SASE merely reflects all of this change - as the landscape evolves, so must entry level computer science jobs. 

Electrical Engineer Trains Computers to Distinguish Between Friend and Foe

University of Arizona electrical and computer engineering assistant professor Gregory Ditzler has received a five-year, $500,000 National Science Foundation Faculty Early Career Development Award to support his machine learning research. The CAREER award is the NSF's most prestigious award in support of exceptional early-career faculty.

"This is about establishing my career moving forward – not just about five years, but how I see things progressing over the next 10 years," Ditzler said. "I can use this opportunity to shape my entire career."

Ditzler's work is all about developing mathematical models and algorithms that computers use to recognize patterns and identify relevant features.

For example, researchers might show a computer science vs engineering a series of electronic medical records taken from patients – some with and some without cancer. Over time, the computer learns to recognize which features are indicative of the disease and which aren't relevant.

"Our goal is to develop a mathematical model the computer can use so if we give it a new item it has never seen before, the machine can infer whether that individual has cancer," Ditzler said. "Machine learning is such a hot topic right now because it's integrated into everything we use in our daily lives – from the computers we use to create Word documents to the cell phones we use to make phone calls, take photos and text."

Student projects use computing to ensure technology serves society

Technology for technology’s sake wasn’t enough. She was considering quitting the field altogether when a chance meeting with Arvind Narayanan, an associate professor of computer science at Princeton’s Center for Information Technology Policy (CITP), profoundly changed her trajectory. “Arvind told me that the emphasis at CITP was not just on coding and technology, but on the effect of technology on society as a whole and the impact it can have on your everyday life,” Lucherini said. “That was exactly what I was interested in.”

Now a doctoral candidate in computer science at jobs with computer science degree, Lucherini is building a simulator that mimics algorithmic recommendation systems employed by YouTube, Amazon and more. On social media sites, such systems have been implicated in pushing viewers toward extreme political viewpoints, yet their technical workings and social impacts are poorly understood. Lucherini hopes to use her simulator to better understand the impacts those systems have on users, and to produce results that will inform real-world decisions. “Everything we do at CITP is geared toward having a policy impact or having an impact on society,” Lucherini said. “That’s really unique, and to me, much more interesting than playing computer science.”

Lucherini’s research epitomizes CITP’s mission: to dig into the complicated questions of how technology and computing affect society, both positively and negatively. “It’s not about making computers faster, better and smaller,” Narayanan said. Instead, the program’s “bread and butter” topics, he continues, include privacy, online deception, free speech and expression, freedom to modify devices, and AI policy. CITP’s professors and fellows include not just computer scientists, but also a mix of philosophers, sociologists, political scientists, economists, and psychologists.

Why behaviour-based IDS/IPS is more effective than traditional signature-based IDS/IPS

Imagine you could stop a person committing a heinous crime before they had even attempted to. Would you?

This may not be possible in the physical world, but using the LucidView approach, it most certainly is in the digital world.

Behaviour-based intrusion detection and prevention analyses traffic patterns and behaviour.  While this might sound like technical mumble-jumble, it’s not, and it's extremely effective at identifying behaviour that is anomalous or deviant and poses a security threat to your network and, more importantly, mitigating the intrusion prevention system vs.intrusion detection system.

Deviant is a psychological term. However, for the purposes of this article, its definition is spot on. Deviant behaviour refers to a behaviour that does not conform to social norms and values. Sociologists and psychologists will go on to list a number of signs that are used to determine deviant behaviour and categorise patients based on what is a socially accepted norm and what is not, and often, a diagnosis will be given and the patient treated. And while there are many debates as to the accuracy and methodology used here, the theory itself can be effectively applied when it comes to proactively protect your networks and devices from malware, ransomware, DDOS attacks and zero-day attacks.

Why is this definition important in terms of cybersecurity?  Well, imagine for a moment that we could watch a human being's behaviour in its very early stages, and conclude at that point this human has all the characteristics of a sociopath and will most likely turn to crime at a later stage, if not dealt with immediately.  We would be able to reduce crime proactively.

New Rewired Network made for all computerized wellbeing trend-setters

Propelled at the Digital Health Rewired 2020 show in London on Wednesday, the new Rewired people group will be created as an open online gathering for everybody needing to participate in building the eventual fate of advanced wellbeing.

Solicitations have been sent first to the 200 participants of the Rewired Health Dev Conference and the just about 100 computerized wellbeing new companies who entered 2020 Rewired Pitchfest, a quick-paced winged serpents nook style fire up the rivalry.

The entirety of the beginning up introductions from the Rewired Pitchfest will be posted on the Rewired Network just as gathering introductions from the Health Dev Conf.

Dr. Marcus Baw, coordinator of the Rewired Health Dev Conference stated: "One reason wellbeing tech is so difficult and lingers behind other tech areas, is the overall absence of online assets and networks to discover help, guidance, and signposting to arrangements. We are step by step observing better and better NHS innovative framework, yet it's moderately hard for new companies and their engineers to discover the 'Beginning' finish of the string.

"This new discussion fills that hole by making another network for participants of Rewired, however for everybody keen on wellbeing innovation, to accumulate, share thoughts, and work together.

"As the network based intrusion prevention system it will end up being the true home for all wellbeing tech, bringing down the bar to the passage, raising quality through associating the best thoughts generally, lessening time and cost to create wellbeing tech arrangements, and empowering the impact of the Rewired meeting to be felt all year."

Research report investigates the Ready To Use Network Security Appliance Market for the figure time frame

The "System Security Appliance Market" all-inclusive is a champion among the most developing and astoundingly affirmed divisions. This overall market has been creating at a higher pace with the improvement of inventive systems and creating end-customer propensity.

System Security Appliance advertises reports convey knowledge and master examination into key buyer patterns and conduct in a commercial center, notwithstanding an outline of the market information and key brands. System Security Appliance showcase reports furnish all information with effectively absorbable data to manage each businessperson's future advancement and push the business ahead.

This idp network report starts with a fundamental review of the market. The investigation features the chance and Network Security Appliance industry drifts that are affected by the market that is worldwide. Players around different districts and investigation of every industry measurements are secured under this report. The investigation likewise contains a pivotal Network Security Appliance knowledge with respect to the things which are driving and influencing the income of the market. The Network Security Appliance report involves segments together side scene which explains activities, for example, adventure and acquisitions and mergers.

The Report offers SWOT assessment and adventure return examination, and different perspectives, for example, the rule region, monetary circumstances with advantage, age, demand, farthest point, supply, and market improvement rate and figure.