Supercomputing architecture is undergoing a transformative shift globally, driven by the need for unprecedented computational power. High performance compute (HPC) machines stand out for their ability to perform complex calculations at speeds far beyond conventional computers. Nations race to harness these capabilities for advancements in weather forecasting, drug discovery, artificial intelligence, and more. With significant strides in indigenous motherboard design and local manufacturing, coupled with ambitious initiatives like the National Supercomputer Mission, India’s journey in supercomputing is the one to watch.
High performance compute (HPC) vs general compute
By definition, an HPC machine must be able to do 10x more computations than the fastest laptop or desktop available at that time.
An HPC machine must process multiple operations in parallel to achieve high computational capacity. A general-purpose computer, like a laptop, has much lesser parallelism compared to an HPC machine. The silicon chip used in general-purpose machine is designed with very strict thermal constraints (that a person can withstand) and power dissipation constraints (with which the battery must last longer).
Whereas for an HPC, although the thermal and power constraints are targeted, however, the biggest objective is getting maximum performance. The performance capability is measured in terms of FLOPS (floating point operations per second).
A silicon designed for high performance compute must be able to perform multiple operations in parallel to achieve higher number of compute operations in a second. The hardware architecture and compiler play a critical role in achieving such parallel processing.
The applications for HPC are much different than a general-purpose compute. An HPC application will typically have workloads as a single operation/ calculation on multiple datapoints.
This story is from the {{IssueName}} edition of {{MagazineName}}.
Start your 7-day Magzter GOLD free trial to access thousands of curated premium stories, and 9,000+ magazines and newspapers.
Already a subscriber ? Sign In
This story is from the {{IssueName}} edition of {{MagazineName}}.
Start your 7-day Magzter GOLD free trial to access thousands of curated premium stories, and 9,000+ magazines and newspapers.
Already a subscriber? Sign In
Wearable Automatic ASSISTANCE GLOVE
This proposed prototype works by wearing the glove and either touching a specific finger with the thumb or pressing a special switch.
BLUETOOTH CONTROL Through Mobile
Creating a Bluetooth-controlled device with an Arduino Uno and an HC-05 Bluetooth module enables control of lights or even relays to manage AC appliances wirelessly using an Android smartphone.
Raspberry-Pi Based WAVEFORM GENERATOR
A waveform generator is a commonly used test and measurement instrument in electronics laboratories.
World's Smallest Programable INDUSPHONE DESIGN
Smartphones have become a necessity in daily life.
AUTOMATIC WIPER CONTROL For Three/Four Wheelers
The integration of a 555 timer and L293D motor driver in an automatic wiper control device presents a practical and efficient solution for enhancing driver safety and convenience.
EMS Vs Components Manufacturing: EMPLOYMENT IN ELECTRONICS INDUSTRY OF INDIA
A recent article in a leading business newspaper reported that industry executives, during a government meeting, had suggested that EMS firms create more employment than electronics component manufacturers-for every rupee invested. To verify this claim, a review was conducted with both component manufacturers and EMS firms, as well as several trade associations.
Why Did Rajguru Electronics, A Leading Distributor Of Components And Development Boards, Enter Manufacturing?
After nearly three decades in distribution, Rajguru Electronics pivoted to manufacturing, setting up a unit for its ADIY subsidiary in Bengaluru. EFY's Yashasvini Razdan interviewed CEO Dileep Jain to explore the reasons behind the shift and the company's growth strategy.
"We Are Building FUTURE ENTREPRENEURS With Drone Assembly And Maintenance Training"
AVPL is creating village-level entrepreneurs and jobs through drone technology and agriculture training. In an interview with EFY's Nitisha, Co-founder and Chairman Preet Sandhu discloses how their 70 centres across 12 states offer offline courses in RPC and agricultural spraying.
"Becoming CLEAR"
From a nonchalant teenager to authoring a book on Verilog at 25 and launching successful IPOs for startups on the US stock market, Rajeev Madhavan exemplifies how the right guidance can transform a life. This is the story of one of Silicon Valley's most influential venture capitalists, as narrated to Yashasvini Razdan.
THINKRAW INDIA'S SOLAR SOLUTIONS FOR THE AGRICULTURAL SECTOR
ThinkRaw's blend of technology and tradition is revolutionising agriculture with solar-powered solutions that enhance efficiency and sustainability in farming and aquaculture.
