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Optimizing hardware and software infrastructure to support the computation and execution requirements of AI.
News
India's AI supercomputer 'AIRAWAT' ranks high in supercomputing
The AI Supercomputer 'AIRAWAT', located at C-DAC in Pune, has been ranked 75th globally.
Case Study
India’s fastest supercomputer PARAM SIDDHI AI, ranked #62 globally
India’s largest HPC AI supercomputer PARAM SIDDHI AI, commissioned by C-DAC, was ranked #62 in the Top500 list.
Article
The need for hardware transformation for AI/ML innovation
AI is the future, and all upcoming innovations are going to be pored by AI and related technologies. According to the experts from related industries, the future of AI that we had been waiting for is here already. However, the immense possibilities o...
Article
AI-Based Digital Twins: The Modern Factory’s Newest Ally
In a multi-million dollar manufacturing plant, process flow is critical for optimum results and maximum productivity. A single bottleneck can disrupt workflow, interfere with the functioning of multiple processes and result in losses for a manufactur...
Article
Cover Story : GPU + CPU = A new era in high performance computing and AI
This week witnessed the biggest semiconductor deal ever made (by dollar value atleast) – US chipmaker NVIDIA announced that it would be acquiring Cambridge-based Arm for $40bn in a part cash-part stock deal
Article
EXPLaiNED : What is computing as a service, and how does it intersect with AI?
Easy access to data, flexibility of usage, disaster recovery and reduced IT workload – these have emerged as the top reasons that companies are embracing cloud computing solutions.
Article
Leading with AI : Building High Performance Computing capabilities for robust AI infrastructure
Last August, NVIDIA CEO Jensen Huang declared that AI is “the single most powerful force of our time.” And this sentiment echoes across the leadership of the multi-billion dollar technology leader.
Article
EXPLaiNED : Edge Computing: Definition, relevance, and use cases with AI
Article
User Submission : The Future of Large Language Models (LLMs): Strategy, Opportunities and Challenges
LLM models, such as PaLM, ChatGPT, LaMDA, GPT3 have been shown to achieve state-of-the-art performance on a variety of natural language processing tasks. They are typically trained using unsupervised learning, which means that they are not explicitly...
Article
AI concepts for beginners : Understanding Rule-based system in AI
In computer science, a rule-based system is used to store and change information in order to make sense of it.
Article
User Submission : AI Algorithm and AI System: What are the differences?
A system is basically an end-to-end solution to a problem. It takes the available inputs and gives the final output. The design of a system should incorporate mechanisms to counter the limitations of each of the components that make up the system. It...
Article
Neuromorphic Computing : Neuromorphic computing, tomorrow’s technology
Neuromorphic Computing works by mimicking the physics of the human brain and the central nervous system.
Article
User Submission : Exascale Supercomputing- servicing scientific and commercial fields
Supercomputers are synonymous with high performance computing. Realized using high-speed processing chips, adding accelerator as co-processor for graphic processing loads, using interconnects of extremely low latencies, using vector processing or par...
Article
Seven interesting AI Chips for Generative AI
AI chips are a new type of microprocessor designed to improve the performance of artificial intelligence-based applications.