NVIDIA’s Deep Learning Super Sampling (DLSS) 2.0 Technology Is The Real Deal

This past week, NVIDIA announced an update to its Deep Learning Super Sampling technology, aptly dubbed DLSS 2.0. If you recall, DLSS originally a launched alongside the company’s Turning-based GeForce RTX series graphics cards in the fall of 2018, and this latest iteration improves the technology in a number of meaningful ways, that benefit not only gamers, but game developers as well.

DLSS essentially takes lower-resolution imagery, and intelligently upscales it to looks like native, higher-resolution output. DLSS 1.0 required game developers to provide game assets to NVIDIA, who would then feed the data to a DGX-1 neural network to evaluate the game’s visuals, frame by frame, comparing them to a “ground truth” golden sample of image quality. The ground truth reference was a full resolution image with 64x super-sampling (64xSS) applied, to provide extreme detail and ultra-high-quality anti-aliasing. The neural network is then tasked with producing an image output, measuring the difference between it and the 64xSS ground truth image quality target, and adjusting its weights accordingly in an effort to perfect the image on the next iteration; and the process continues until the model is built for that particular what is computer engineering.

LSU Computer Science Professor Receives $500K to Combat Internet Latency

Now that half the world is confined to using the Internet for work, ordering food, and staying abreast of the latest news, long loading times can mean an even greater sense of frustration for consumers stressed by the coronavirus. That same frustration applies to companies on the other side of the supply chain whose sales are affected by latency.

LSU Computer Science and Engineering Assistant Professor Qingyang Wang is working on a project to minimize these online hiccups, giving Internet users and companies what they need when they need it.

Wang’s project, which he has worked on for the past five years, received its first grant of $162,249 from the Louisiana Board of Regents in 2015. The second grant, in the amount of $175,000, came from the National Science Foundation the following year and ended last December.

The goal of Wang’s project, titled “A Study of Milli-bottlenecks: Understanding and Reducing Latency Long-Tail Problem of n-Tier Web Applications in Cloud,” is to find out what causes a time delay in the n-Tier, which is a client-server architecture in which presentation, application processing, and data management functions are physically separated. Cloud computing is the practice of using a network of remote servers hosted on the Internet to store, manage, and process data, rather than a local server or personal computer.

According to Wang, one of the lingering challenges in cloud computing is Resource Utilization Paradox, which is at 18% on average (moderate utilization is at 50%). Imagine information as oil in a pipeline. The bigger the pipe, the more oil can flow through without any obstructions. This means there is 100% utilization. However, data is more comparable to humans driving in traffic. Drivers prevent traffic from flowing at 100% utilization due to problems such as not pulling up when there is space between their car and the car in front of them, a car breaking down, or a distracted driver holding up traffic. When a driver isn’t moving, they are lacking efficiency by wasting time and gas. The same goes for information in a queue, except it is wasting computer resources and power.

“My previous research shows a leading candidate for causing such a latency long-tail problem is a class of milli-bottlenecks with a very short lifespan, tens of milliseconds,” Wang said. “Though short-lived, milli-bottlenecks can cause wide variations in application response time due to the complex resource dependencies in the system.”

To remedy these bottlenecks, Wang first ran large-scale experiments to explore novel causes that create milli-bottlenecks in the cloud. Secondly, he built a performance model of the bottlenecks to determine the mechanisms that amplify virtual small block computer engineering careers effects into a latency long-tail problem. Lastly, he designed and evaluated solutions that prevent or avoid the amplification of VSB effects into long latency.

Data services: Telecom companies, OTTs quarrel over floor price

Telecom operators may be united in their demand for a floor price for mobile tariffs (data & voice), but various start-ups, associations of internet firms as also consumer groups are opposed to the idea.

This is understandable because the telecom operators who are currently providing below-costs services — per GB data rates are as low as computer science or computer engineering. However, start-ups or internet firms, etc are basically OTTs who have seen an explosion in their usage and hence revenues is because of low data rates. If the same goes up substantially now — say Rs 35 per GB — their entire business model and consumer usage could be adversely affected.

For instance, associations including IAMAI, Internet Society, CCAOI, Asia Internet Coalition (AIC) etc, which primarily cater to internet companies, are opposing the idea of setting a floor price. The reason given by most of these bodies is that any kind of policy intervention will make services offered by telecom operators unaffordable for low-income and rural groups. “Having a floor price will distort competition in the market by rewarding inefficient players and minimizing incentive amongst the operators to innovate. Consumers too will be deprived of newer and economical services,” AIC managing director Jeff Paine said.

Cisco warns of five SD-WAN security weaknesses

Cisco has issued five  warnings about security weaknesses in its SD-WAN offerings, three of them on the high-end of the vulnerability scale.

The worst problem is with the command-line interface (CLI) of its SD-WAN Solution software where a weakness could let a local attacker inject arbitrary commands that are executed with root privileges, Cisco wrote.

An attacker could exploit this vulnerability – which has a 7.8 out if 10 on  the Common Vulnerability Scoring System – by authenticating to the device and submitting crafted input to the computer science vs software engineering. The attacker must be authenticated to access the CLI utility. The vulnerability is due to insufficient input validation, Cisco wrote.

Another high warning problem lets an authenticated, local attacker elevate privileges to root on the underlying operating system.  An attacker could exploit this vulnerability by sending a crafted request to an affected system. A successful exploit could allow the attacker to gain root-level privileges, Cisco wrote.  The vulnerability is due to insufficient input validation.


The third high-level vulnerability in the SD-WAN Solution software could let an attacker cause a buffer overflow on an affected device. An attacker could exploit this vulnerability by sending crafted traffic to an affected device. A successful exploit could allow the attacker to gain access to information that they are not authorized to access and make changes to the system that they are not authorized to make, Cisco wrote.

The vulnerabilities affect a number of Cisco products if they are running a Cisco SD-WAN Solution software release earlier than Release 19.2.2: vBond Orchestrator Software, vEdge 100-5000 Series Routers, vManage Network Management System and vSmart Controller Software.

Confusion about compensation leaves student workers scrambling

With the University of Minnesota closing all major campus venues in the wake of the coronavirus outbreak, many student workers have been scrambling to find a source of income in the thick of uncertainty. 

The University began extended reduced operations on Monday, and many University services have already been cut down. On March 17, all University libraries closed, and all recreation and wellness programs — aside from mental health programming — were canceled. For many student workers, these closures mean they are unable to work their regularly scheduled shifts, raising questions and creating anxiety about compensation. 

“We are working on a plan to continue to pay you uninterrupted, regardless of the work you can or cannot do, through the end of the semester,” President Joan Gabel said in a what to do with a computer science degree. “We will revisit this issue, as needed, when the semester concludes on each campus.”

On Friday, some student workers said they received communication from their supervisors about receiving a biweekly paycheck with more details to come in the next few days, bringing some relief to a week of financial uncertainty. According to University policy, student workers should continue to get paid under reduced operations until the term ends or campus returns to normal operations.  

“During extended emergency closings or reduced operations that continue for more than 72 hours, student workers who have no work assignment will receive a biweekly payment equivalent to an average of the number of hours they have worked per week in the current term,” the policy reads. For many student workers, the past week has cultivated stress about paying bills. 

When fourth-year student Charlotte Thomasson learned the Electrical and Computer Engineering Depot she worked at was closing, she said she was scared. Thomasson, who relies on her paycheck for food, utilities and other expenses, started looking at applying for unemployment.

INFORMATION TECHNOLOGY (IT) SECURITY MARKET DEVELOPMENT, KEY OPPORTUNITY AND ANALYSIS OF LEADING PLAYERS TO 2023

The global market for cybersecurity should grow from $113.4 billion in 2019 to $220.2 billion by 2024 with a compound annual growth rate (CAGR) of 14.2% from 2019 to 2024. The scope of the report includes a general outlook of securities in the IT industry. While most of the information is referenced from reports published by BCC Research during the years 2016, 2017 and 2018, market trends and estimates are updated to the latest base year, i.e. 2018. This report covers only cybersecurity, Internet of Things (IoT) security, and cloud security. The cybersecurity market covers the following technologies: identity and access management (IAM), encryption, data loss protection (DLP), firewall, antivirus and antimalware, disaster recovery, risk, and compliance management, and other solutions.

The IoT security market is only for the commercialized IoT security solutions. It helps readers to understand how the IoT security solutions market will evolve, as well as the trends that will impact its adoption. The report focuses on security solutions that have been developed or customized to meet the unique needs of IoT systems. Services provided for integrating such solutions or managed security services are not included in the scope of this report.

The computer science major jobs and vulnerability technologies market encompasses various technologies used in cloud security and vulnerability applications. The cloud security and vulnerability market by an application is segmented by identity and access management, security information and event management (SIEM), endpoint security, web security, messaging security, network security and vulnerability assessment.

2020 Future Of Botswana Telecommunications Market- Trends, Outlook and Growth Opportunities of Mobile, Fixed Landline and Broadband Markets

The future value proposition for the Botswana telecommunications market until 2025 is detailed in the report. It also imposes requirements to gain market share in a highly competitive telecommunications sector. It offers unmatched depth and breadth in drivers, challenges, pricing, competition, subscriber behavior, infrastructure, regulatory support and more.

The report presents detailed information on the mobile communications, landline and fixed broadband markets in Botswana. The number of subscribers and penetration rates are forecast for each of the subsectors, including the cellular, fixed and broadband segments from 2005 to 2018 and 2019 to 2025.

With the rapid long-term expansion (LTE) and the slowdown in 2G and 3G services, the telecommunications market in Botswana is evolving rapidly. The adoption of mobile connectivity, IoT, cloud services and smartphones has become vital for telecommunications companies. Value chain operators are forced to adapt to these emerging market changes to maintain their revenues and profits.

The size of Botswana’s what is computer engineering, revenues, investments and infrastructure data are also included in the research. In addition, the business environment in the country is compared to five regional counterparts to analyze the importance of the Botswana market on the regional front.

Telecommunication operators in Botswana face a wide range of challenges, including the rapidly changing customer models, financial and technological challenges. Identifying emerging trends and converting them into actionable strategies is essential to maintain profitability. This report analyzes the main telecommunications companies in Botswana through the value chain, SWOT analysis, tariffs and financial profile.

In addition, the report provides detailed forecasts of the country’s demographic factors such as population by age group, sex and region. Macroeconomic factors that constitute the basic drivers of telecommunications growth and branding and pricing strategies, including GDP and disposable income, are included.

Hackers eye workers from home in absence of secure networks

With several Indian organizations implementing work from home for employees in the wake of growing COVID-19 threat, hackers have turned their eyes on breaking into companies' networks and systems in absence of robust, multi-layered firewall and security solutions within the boundaries of workers' homes.

With several Indian organizations implementing work from home for employees in the wake of growing COVID-19 threat, hackers have turned their eyes on breaking into companies' networks and systems in absence of robust, multi-layered firewall and security solutions within the boundaries of workers' homes.

Over 20 lakh employees are likely to work from home -- mainly in the what does a computer engineer do sector -- but how many of them have installed best security practices at home to ensure the security of confidential organizational data is the biggest worry, say leading industry experts. "Threat actors are lurking into this phenomenon as an opportunity. Multiple instances of malicious, automated emails have been reported on several continents, including India, which are getting spooled with 'Coronavirus' as a theme," Sanjay Katkar, Joint Managing Director and CTO, Quick Heal Technologies, told IANS.

The work-from-home chants could lead to corporate data getting exposed to cybercriminals with many employees using unsecured networks and BYOD (bring your own device) to access enterprise networks. "Businesses who have not prepared for work from home scenarios are likely to have employees using their personal devices like smartphones which may not have the same level of security as a corporate-owned device," Katkar added.

A roundup of the Cisco certification changes in 2020

As network engineer skills become increasingly generalized, Cisco aims to match its certifications to the skills network engineers need in their daily lives. Announced at Cisco Live 2019, the new Cisco certification changes rolled out on Feb. 24, 2020. Experts have touted the relevant material and the myriad topics Cisco's certifications cover with these changes and potential benefits for network engineers. With more focus on automation and software skills and less on infrequently used coding languages, Cisco aims to spring its certification tracks forward into the new decade. The Cisco Certified Network Associate (CCNA), Cisco Certified Network Professional (CCNP) and Cisco Certified Internetwork Expert (CCIE) certifications all expanded the breadth of topics covered, yet all shrunk in size. Cisco also introduced new DevNet certifications among the other Cisco certification changes.

How did the existing Cisco certifications change?

Cisco's standard certification tracks -- CCNA, CCNP, and CCIE -- all added new material that aims to be more relevant to current job roles and help advance the careers of network engineers. In addition to the new material, the certifications also include fewer track options than before.

Cisco Certified Network Associate. computer engineering careers is an entry-level certification for network engineers early in their careers. Formerly, Cisco issued the Cisco Certified Entry Networking Technician (CCENT) certification, which was the step before CCNA. After CCENT, CCNA offered different certifications for various career tracks, including CCNA Routing and Switching and CCNA Collaboration.

As the networks evolve enterprises need to rethink network security

Digital innovation is disrupting businesses. Data and applications are at the hub of new business models, and data needs to travel across the extended network at increasingly high speeds without interruption. To make this possible, organizations are radically redesigning their networks by adopting multi-cloud environments, building hyperscale data centers, retooling their campuses, and designing new connectivity systems for their next-gen branch offices. Networks are faster than ever before, more agile and software-driven. They're also increasingly difficult to secure. To understand the challenges and how security needs to change, I recently talked with John Maddison, executive vice president of products for network security vendor Fortinet.

Security platforms were designed to provide things like enhanced visibility, control, and performance by monitoring and managing the perimeter. But the traditional perimeter has shifted from being a very closely monitored, single access point to a highly dynamic and flexible environment that has not only expanded outward but inward, into the core of the jobs with a computer science degree as well.

Today's perimeter not only includes multiple access points, the campus, the WAN, and the cloud, but also IoT, mobile, and virtual devices that are generating data, communicating with data centers and manufacturing floors, and literally creating thousands of new edges inside an organization. And with this expanded perimeter, there are a lot more places for attacks to get in. To address this new attack surface, security has to move from being a standalone perimeter solution to being fully integrated into the network.

The Changing Landscape in Engineering

The growth of the engineering industry has seen the UK workplace become more diverse. As the nation celebrates Britain Science Week #BSW20 – Friday, 6th March to Sunday, 15th March – it is clear to see that attitudes are changing in the industry as more and more women opt for a career in the engineering sector. Back in 2013, the UK had the lowest percentage of female engineering professionals in Europe, with less than 10 percent, like Latvia, Bulgaria, and Cyprus led the way with almost 30 percent.

By 2015 women made up just nine percent of the engineering workforce, a figure that grew to 11 percent by 2017. In the latest figures produced by Engineering UK, 12.37 percent of engineers in the UK are women, representing a 25 percent jump in numbers in just four years.

Across science, technology, engineering, and mathematics (STEM), some of the most influential figures in the industries are women. For example, British chemist Rosalind Franklin is among the trailblazers for women in engineering, having played a key role in the understanding of DNA in the late 1940s. More recently, American computer scientist Katie Bouman has been celebrated for engineering the first image of a black hole after leading the creation of an algorithm that resulted in a visualization of a supermassive black hole difference between computer science and computer engineering.

Telecom Cloud Network Helps Operators Create a New Future in 5G Era

The year 2020 will witness large-scale commercial use of 5G and constantly emerging new 5G services. New requirements including localized applications (data restricted in the campus), distributed contents (CDN deployed at the edge) and edge-based computing (5GU moved down to the edge) have changed the traditional centralized deployment architecture of 4G core networks. Three-level distributed telecom cloud architecture (MEC, Edge DC and Core DC) has been widely recognized by operators and deployed level by level.

Different from traditional centralized telecom cloud, deploying distributed telecom cloud poses the following four new requirements for transport networks: DC resource pool-based scheduling, to achieve flexible deployment of virtual network elements across information technology vs computer science or servers;

Carrier-grade 99.999% reliability, to implement fast fault detection and restoration based on active/standby virtual machines (VMs) of VNF network elements;  The one-to-one mapping between IP networks and VNF network elements, to realize end-to-end orchestration from services to networks;  The network must be capable of self-analysis and self-adjustment.

Based on years of experience in network construction, ZTE has established complete telecom cloud NFVI solutions and built a profound technological foundation in the telecom cloud market. Facing the challenges, ZTE proposes the solution of building a “distributed, carrier-grade, intelligent” 5G telecom cloud network to meet the 5G service development requirements and help operators create a new future. 

MSU RESEARCH FINDS A NEW WAY TO HACK SIRI AND GOOGLE ASSISTANT WITH ULTRASONIC WAVES

Researchers at the Michigan State University College of Engineering have discovered a new way for hackers to inexpensively target personal devices and put Apple’s Siri and Google Assistant to work against smartphone owners. Qin Yan, assistant professor in the Department of Computer Science and Engineering and lead author of the research, said the research team discovered a new attack factor — inaudible vibrations that can be sent through wood, metal and glass tabletops to command voice assistant devices up to 30 feet away.

The research, SurfingAttack, was presented Feb. 24 at the Network and Distributed System Security Symposium in San Diego. Yan advises smartphone owners to be wary of public charging stations. “Hackers could use malicious ultrasonic waves to secretly control the voice assistants in your smart devices,” he said. “It can be activated using phrases like, ‘OK Google’ or ‘Hey Siri,’ as wake-up words. Then, attack commands can be generated to control your voice assistants, like ‘read my messages,’ or make a fraud call using software engineering vs computer science.

“In other words,” Yan said, “they can call your friends, family, and colleagues and do all sorts of things – from canceling plans to asking for money. If you are tech-savvy and own voice controllable smart home gadgets, hackers may even use your smartphones to control your smart gadgets, for example, setting home temperature or opening the garage door.” Yan said hackers attach a low-cost piezoelectric transducer under a table or charging station, making it possible for an attacker to inconspicuously hijack two-factor authentication codes and even place fraudulent calls.

Three network technologies driven by cloud-native computing

In its Hype cycle for enterprise networking, 2019, published last July, Gartner warns that IT decision-makers will no longer be able to make incremental changes to network infrastructure to keep up with the pace of change in their organizations. The report notes that networking technologies are being driven heavily by digitization and cloud computing. In fact, the digitization of business means networking needs to become more agile.

While Gartner’s report covers a large number of networking technologies at various stages of maturity, a few of these are becoming more mainstream, others are ready for early adoption, while some are very much hype. In this article, we look at three technologies aiming to disrupt the cloud-native computing market.

Cloud-managed networks: early mainstream adoption phase

computer engineering career provides a cloud-based web portal to enable centralized configuration and management of secure, remotely deployed enterprise wired and wireless connectivity.

In his analysis of the market, Gartner principal analyst Bill Menezes says CMNs are going beyond initial adopters (such as small or mid-sized enterprises) with limited IT staff who need to support wireless local area network (WLAN) access points (APs).

Global Intrusion Detection Systems / Intrusion Prevention Systems (IDS/IPS) Market expected to grow USD XX.X million by 2025- Cisco, McAfee, IBM, HPE, Check Point

The report covers a complete analysis of the Global Intrusion Detection Systems / Intrusion Prevention Systems intrusion detection and prevention Market on the basis of the regional and global levels. The report comprises several drivers and restraints of the Global Intrusion Detection Systems / Intrusion Prevention Systems (IDS/IPS) Market. Likewise, it covers the complete segmentation analysis such as type, application, and region. This report provides Intrusion Detection Systems / Intrusion Prevention Systems (IDS/IPS) Market key Manufactures, industry chain analysis, competitive insights, and macroeconomic analysis. Global Intrusion Detection Systems / Intrusion Prevention Systems (IDS/IPS) Market report provides the latest forecast market data, industry trends, and technological innovations.

The in-depth view of the Global Intrusion Detection Systems / Intrusion Prevention Systems (IDS/IPS) Market industry on the basis of market size, market growth, opportunities, and development plans offered by the report analysis. The forecast information, SWOT analysis, and feasibility study are the energetic aspects studied in this report. Along with that PESTEL analysis is also considered to be another major aspect of the market study.

Self-sufficient Driving Network Empowering 5G Business Success

enormous scope organization and business utilization of 5G formally started, giving ideal experience to pioneers. Notwithstanding, as systems become progressively mind-boggling and spic and span 5G administrations present new system necessities, a variety of new system tasks and support (O&M) challenges are rising in the 5G period. Industry forecasts demonstrate that telecom organize O&M will grasp another time, notwithstanding the driving system O&M to advance towards arranging mechanization.

2019 imprints the year that the correspondences business arrived at accord on 5G arrange mechanization. Industry associations, for example, TeleManagement Forum (TMF), GSMA, and AI Industry Association (AIIA) have discharged white papers portraying the robotization levels and arrangement models of the ADN. For instance, AI in Network Use Cases, discharged by the GSMA, calls attention to that robotization ability is the fourth element of the 5G time (the other three measurements are eMBB, 'mMTC, and URLLC), and characterizes L0 to L5 self-ruling systems. These white papers spread out the intrusion detection prevention time's future and suggested how the development of the ADN will be unavoidable.

Progressed 5G advances ought to, in the long run, add to a positive business cycle, and accordingly drive the sound improvement of the business. The ADN lessens OPEX, upgrade CAPEX, and empower new administrations, consistently adjusting versatile administrators' incomes and expenses. This advances a positive 5G business cycle and quick 5G rollout.

Visiongain Report Claims There is Huge Potential Within the USD 5.87 Billion Aviation Cyber Security Market

Figures by Deployment (On-Premise and Cloud), By Security Type (Network, Wireless, Cloud, Content, and Application), By Application (Air Traffic Management Systems, Airline/Aircraft Systems, Airport Systems, CRS/GDS Systems, and Others), By Solution (Identity and Access Management, Unified Threat Management, Data Loss Prevention, Data Storage and Encryption, IPS/IDS, and Other), and by Geographical Region. Also, Analysis of the Leading Players in the MarketSpace

These are only a portion of the business-basic features that have surfaced about your industry in the previous barely any months. How are you, and your organization, responding to the news, for example, this? By requesting and perusing our new report today, you will be completely educated and prepared to act.

A compact and thorough intrusion protection Cyber Security showcase from 2020 to 2030.

• A comprehension of not just the monetary possibilities of the Aviation Cyber Security industry yet additionally the development capability of a few submarkets – including distinctive arrangement, application, arrangement, and security types.

• An educated conjecture regarding the deals of 15 individual nations – United States, Canada, United Kingdom, Spain, Germany, France, Italy, Japan, China, India, Australia, South Korea, Brazil, Argentina, and Mexico

• A depiction of the fundamental drivers and restrictions that are influencing the advancement of the Aviation Cyber Security showcase.

• Profiles of the key players in the business just as state-of-the-art data on their most recent budgetary exhibitions and item contributions.