The global automotive industry is undergoing a fundamental shift from personally owned, driver-driven vehicles to a future mobility system that is centred around driverless vehicles and shared mobility.
As the models are becoming bigger, ML compiler teams are faced with a number of new challenges when building compilers that enable the acceleration of ML models. In this article, I will try to demystify the process behind building an ML compiler.
In a world of pressing climate change, growing customer expectations, and evolving geopolitical order, the automotive industry is leveraging the power of technologies focused on a digital-first, customer-centric approach to drive innovations that will have a profound impact on the world as we know it. From social and ecological impacts to supply chain and health…
Connected vehicles are on the rise and there is a good reason for this. While previously, automakers mainly focused on the mechanical components of cars, modern drivers’ requirements demand augmented on-board systems, flexible connectivity, and infotainment. And, connected cars also offer the opportunity for drivers and passengers to bring their own world inside the…
2038 could be the first year with more than 50% battery-electric vehicles on the road. (Source: CLEPA & Roland Berger 2022 Study) The global electric vehicle market size is projected to grow from 8,151 thousand units in 2022 to 39,208 thousand units by 2030, at a CAGR of 21.7% (2022-2030). (Source: Electric Vehicle Market) The…
As history thought us, the industry reinvents itself in response to widespread changes, present situations, challenges and consumers’ needs. The future of automotive promises nothing less than automated, personalized seamless driving experience that matches the needs, imaginations and aspirations of a modern consumer. Software-Driven Transformation in Automotive Industry Is Gaining Momentum The transition from…
Automotive industry is gaining momentum and having profound impact on industries globally. Being aware of these tectonic changes, we caught up with Igor Ličanin, Engineering Lead at HTEC Group with an extensive background in the field of automotive to talk to him about his early interest in automotive, experience working with automotive incumbents, his team’s…
It only takes a second: A message on your phone or a child distracting you in the backseat of your car, and, before you know it, your car crashed into the back of the vehicle that suddenly stopped in front of you. According to WHO, traffic crashes on the road cause approximately 1.3 million deaths worldwide…