In the past, the CPU was king. But as games required more processing power, developers looked at ways to improve the GPU, to the point where it is now a mini server within the computer, writes BRIAN PEREIRA of Digital Creed.
The CPU (central processing unit) was king in the PC era. I remember the hotly contested race between two chipmakers (Intel and AMD) to make the fastest CPU. Megahertz was the metric for clock speed then and today it’s gigahertz. Using clever tricks like ‘Turbo mode’ the CPU clock speed could be further bumped up. The math co-processor and graphics processing unit or GPU played second fiddle or sidekick roles. Recently, I attended the NVIDIA GTCx India 2016 conference in Mumbai, and was surprised to learn how the GPU has matured almost into a graphics server within the computer. In fact, there were demos showing how GPUs are much more efficient than CPUs in processing data. The GPU has cut down processing time significantly, and many real-life applications across industries have benefitted. I will talk about some examples later in this post. But first, let’s get into a time machine and go back to the 90s to see how GPUs evolved.
As gaming software got more defined (realism) and monitor resolutions improved, more power and more memory were needed to process all those mathematical equations that generate those stunning graphics. The CPU (and its IBM PC architecture) could not keep up. Hence we witnessed the emergence of graphics cards. My earliest memory of one is the Hercules Graphics Card. Later we had CGA, VGA, and XGA versions. These graphics cards were mounted in expansion slots on the motherboard.
With better graphics came better sound. There was demand for surround sound on PCs, and multi-speaker systems became available (my favourite ones were manufactured by a company called Creative Technologies). Again, the CPU could not process the complex sound algorithms for surround sound, and hence we got sound cards with onboard sound processors and Digital to Analog (DAC) converters. Back to graphics.
Today’s graphics cards have so much power and memory, they would give a 1990s PC a complex. Sample this: The NVIDIA GTX 1080 graphics card has 2560 CUDA cores, a base clock speed of 1607 MHz, 8GB memory and it consumes 180W of power! If your geekiness makes you curious about CUDA you can read more about it here. Essentially, CUDA is a parallel computing platform and programming model that adapts a GPU for general computing.
And because of the sheer power that today’s GPUs have, they are transforming everything from deep learning and AI to visual computing, high performance computing (HPC) and VR.
Demos & Examples
Walking along the exhibit area at GTCx India 2016 I was thrilled to discover a number of interesting examples. Apart from the various startups showing some amazing demos, there was also a special zone called VR Village.
I was lucky to experience an interactive model of the Bank of England building that was destroyed in 1920. The lobby of the bank was recreated using an interactive model, photo-realistically rendered using NVIDIA’s Iray VR software.
When the HTC Vive VR headset was placed on my head, I was stunned with what I saw. It looked like I was in the deserted lobby of the bank in the early morning hours. The sun’s rays filtered through the glass dome in the atrium. I looked up and saw the gold gilded edges on the ceiling reflecting the sunlight at just the right angles, relative to my viewing angle. Shadows were created around the grooves and niches on the elegant statues placed around the lobby. And as I walked around or rotated my head, the shadows changed in relation to changing viewing angles.
Later, as I walked around the exhibit area I visited some of the stalls and witnessed some demos. EDGE Networks has been using the power of GPU processing for a business application. Interestingly, they use data science and AI for workforce transformation and an HR application. I spoke to Rahul Kulhari, their Lead Data Scientist. He told me that their talent acquisition app scans through thousands of resumes and filters candidates based on skills and experience that match a job description. This kind of processing used to take days to complete with a CPU. But now, with the power of a GPU it takes only a few hours.
I sat through an interesting presentation by Mandar Kulkarni, Head Automotive CAE, TCS. He spoke about some product development challenges and how GPUs and HPC have helped cut down production time and cost in automotive manufacturing.
“Earlier we had to make 100 prototypes of an engine and test each prototype. So development used to take years. But now we create virtual prototypes and do various simulations on the models. There are 500 types of simulations for every car — all the components have to be tested. We even do simulations on the coffee cup holder on the dash,” said Kulkarni.
The various simulation include vehicle crash, external aerodynamics, and aero acoustic analysis (to name a few). And billions of equations must be solved to create these simulations. This is only possible through parallel processing and HPC — which a modern GPU can perform.
There are numerous other examples and demos I can describe here to show the power of GPU, but that’s going to make this post a lot longer than I expected! So I will write about these separately in future posts.
I met and interviewed Greg Estes, Vice President, Enterprise Marketing, NVIDIA. Lookout for the interview that I’ll post on this site very soon.
* Brian Pereira has been tracking technology since 1989. He is the former editor of CHIP and InfomationWeek magazines in India. He now blogs at www.digitalcreed.in
Password managers don’t protect you from hackers
Using a password manager to protect yourself online? Research reveals serious weaknesses…
Top password manager products have fundamental flaws that expose the data they are designed to protect, rendering them no more secure than saving passwords in a text file, according to a new study by researchers at Independent Security Evaluators (ISE).
“100 percent of the products that ISE analyzed failed to provide the security to safeguard a user’s passwords as advertised,” says ISE CEO Stephen Bono. “Although password managers provide some utility for storing login/passwords and limit password reuse, these applications are a vulnerable target for the mass collection of this data through malicious hacking campaigns.”
In the new report titled “Under the Hood of Secrets Management,” ISE researchers revealed serious weaknesses with top password managers: 1Password, Dashlane, KeePass and LastPass. ISE examined the underlying functionality of these products on Windows 10 to understand how users’ secrets are stored even when the password manager is locked. More than 60 million individuals 93,000 businesses worldwide rely on password managers. Click here for a copy of the report.
Password managers are marketed as a solution to eliminate the security risks of storing passwords or secrets for applications and browsers in plain text documents. Having previously examined these and other password managers, ISE researchers expected an improved level of security standards preventing malicious credential extraction. Instead ISE found just the opposite.
Click here to read the findings from the report.
MWC: Next generation of inflight connectivity to be unveiled
Next week at Mobile World Congress, the Seamless Air Alliance will reveal progress on its mission towards enabling the next generation of inflight connectivity. This follows a significant start for the Alliance, which has seen membership increase five-fold since the first meeting in June of last year. The Alliance has a new research laboratory setup and continues progress through its three working groups, writing specifications for the technology, requirements, and operations.
These developments represent a huge leap towards the goal of making connectivity as easy and enjoyable in the skies as it is on the ground. Appearing as part of the Airbus stand (Hall 6, stand 6G34), the Seamless Air Alliance will reveal specification topics that have been completed and published to its membership.
“The passenger experience with inflight connectivity remains one of the great technology challenges. From Day One we have been determined to deliver on our mission to bring industries and technologies together to make the inflight internet experience simple to access and a delight to use,” said the Alliance’s Chief Executive Officer, Jack Mandala.
“I have been tremendously encouraged by the enthusiastic and committed response we have seen and the widening areas of expertise we can call upon as more and more companies and organisations continue to join us,” he added.
Announced during MWC 2018, the Seamless Air Alliance has since grown to twenty-three membercompanies with more than one-hundred key personnel from across the membership participating in its three working groups, with numbers continuing to increase.
The Seamless Air Alliance was created by founding members Airbus, Airtel, Delta Air Lines, OneWeb and Sprint, and quickly joined by Air France KLM, Aeromexico, and GOL Linhas Aereas Inteligentes and global technology leaders including Astronics, Collins Aerospace, Comtech, Cyient, iDirect, Inmarsat, Intelsat, Latecoere, Nokia, and Panasonic.
Today, the Alliance is pleased to announce five additional new members: Adaptive Channel, Etihad Airways, GlobalReach Technology, Safran, and SITAONAIR.
“We are extremely pleased to have these companies join and be a part of the companies driving the next generation of connectivity.” said Mr Mandala.
The Seamless Air Alliance will enable travelers boarding any flight, on any airline, anywhere in the world, to use their own devices to automatically connect to the Internet with no complicated login process nor paywall to scramble over.
The Alliance is also announcing the release of a new research study on the economic benefit of standardization on the inflight connectivity market at Mobile World Congress. This report is available for download at https://www.seamlessalliance.com/publications/
The Alliance is moving rapidly towards an expected demonstration of the technology later in 2019 and anticipates massive interest in Barcelona from the whole communications eco-system.