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of 312
pro vyhledávání: '"Muhammad Intizar"'
Advancements in semiconductor technology have reduced dimensions and cost while improving the performance and capacity of chipsets. In addition, advancement in the AI frameworks and libraries brings possibilities to accommodate more AI at the resourc
Externí odkaz:
http://arxiv.org/abs/2207.10811
Autor:
Sudharsan, Bharath, Sundaram, Dineshkumar, Patel, Pankesh, Breslin, John G., Ali, Muhammad Intizar, Dustdar, Schahram, Zomaya, Albert, Ranjan, Rajiv
The majority of IoT devices like smartwatches, smart plugs, HVAC controllers, etc., are powered by hardware with a constrained specification (low memory, clock speed and processor) which is insufficient to accommodate and execute large, high-quality
Externí odkaz:
http://arxiv.org/abs/2204.10183
Autor:
Muhammad Yahya, Abdul Wahid, Lan Yang, John G. Breslin, Evgeny Kharlamov, Muhammad Intizar Ali
Publikováno v:
IEEE Access, Vol 12, Pp 89804-89817 (2024)
The integration of heterogeneous and unstructured data in Industry 4.0, poses a significant challenge, particularly with advanced manufacturing techniques. To address this issue, Knowledge Graphs (KGs) have emerged as a pivotal technology, yet their
Externí odkaz:
https://doaj.org/article/469d838adf0d450699a0683b53cd9e91
Autor:
Patel, Vatsal, Kanani, Sarth, Pathak, Tapan, Patel, Pankesh, Ali, Muhammad Intizar, Breslin, John
Smart doorbells have been playing an important role in protecting our modern homes. Existing approaches of sending video streams to a centralized server (or Cloud) for video analytics have been facing many challenges such as latency, bandwidth cost a
Externí odkaz:
http://arxiv.org/abs/2010.09687
Autor:
Joshi, Bhavin, Pathak, Tapan, Patel, Vatsal, Kanani, Sarth, Patel, Pankesh, Ali, Muhammad Intizar, Breslin, John
The design of products and services such as a Smart doorbell, demonstrating video analytics software/algorithm functionality, is expected to address a new kind of requirements such as designing a scalable solution while considering the trade-off betw
Externí odkaz:
http://arxiv.org/abs/2010.07680
Autor:
Pathak, Tapan, Patel, Vatsal, Kanani, Sarth, Arya, Shailesh, Patel, Pankesh, Ali, Muhammad Intizar, Breslin, John
The concept of the Internet of Things (IoT) is a reality now. This paradigm shift has caught everyones attention in a large class of applications, including IoT-based video analytics using smart doorbells. Due to its growing application segments, var
Externí odkaz:
http://arxiv.org/abs/2009.09065
Publikováno v:
IEEE Access, Vol 11, Pp 135061-135073 (2023)
The emergence of Industry 4.0 has transformed modern-day factories into high-tech industrial sites through rapid automation and increased access to real-time data. Deep learning approaches possessing superior capabilities for intelligent, data-driven
Externí odkaz:
https://doaj.org/article/042558efc8c04c3f9759e8ffd1a7562e
Publikováno v:
IEEE Access, Vol 11, Pp 37360-37377 (2023)
The ongoing industrial revolution termed Industry 4.0 (I4.0) has borne witness to a series of profound changes towards increasing smart automation, particularly in the industrial sectors of automotive, aerospace, manufacturing, etc. Automatic welding
Externí odkaz:
https://doaj.org/article/dcb02facb4844094b8eadc28bdc1386c
Publikováno v:
In Procedia Computer Science 2023 217:423-435
Autor:
Mehreen Tahir, Muhammad Intizar Ali
Publikováno v:
IoT, Vol 3, Iss 2, Pp 273-284 (2022)
Federated Learning (FL) is a state-of-the-art technique used to build machine learning (ML) models based on distributed data sets. It enables In-Edge AI, preserves data locality, protects user data, and allows ownership. These characteristics of FL m
Externí odkaz:
https://doaj.org/article/7ca2b631363a4ea9babb65b3ddbef1d5