Zobrazeno 1 - 10
of 6 417
pro vyhledávání: '"A. A. Maruf"'
Autor:
Lu, Jiaheng, Zhang, Yiwen, Maruf, Hasan Al, Park, Minseo, Tang, Yunxuan, Lai, Fan, Chowdhury, Mosharaf
Memory tiering has received wide adoption in recent years as an effective solution to address the increasing memory demands of memory-intensive workloads. However, existing tiered memory systems often fail to meet service-level objectives (SLOs) when
Externí odkaz:
http://arxiv.org/abs/2412.08938
Autor:
Haque, Mahfuzul, Miah, Abu Saleh Musa, Gupta, Debashish, Prince, Md. Maruf Al Hossain, Alam, Tanzina, Sharmin, Nusrat, Ali, Mohammed Sowket, Shin, Jungpil
Heart disease is a leading cause of premature death worldwide, particularly among middle-aged and older adults, with men experiencing a higher prevalence. According to the World Health Organization (WHO), non-communicable diseases, including heart di
Externí odkaz:
http://arxiv.org/abs/2412.04792
Autor:
Roy, Aurora Lithe, Siam, Md Kamrul, Prova, Nuzhat Noor Islam, Jahan, Sumaiya, Maruf, Abdullah Al
Diabetes, particularly Type 2 diabetes (T2D), poses a substantial global health burden, compounded by its associated complications such as cardiovascular diseases, kidney failure, and vision impairment. Early detection of T2D is critical for improvin
Externí odkaz:
http://arxiv.org/abs/2411.14471
In the highly competitive environment of the banking industry, it is essential to precisely forecast the behavior of customers in order to maximize the effectiveness of marketing initiatives and improve financial consequences. The purpose of this res
Externí odkaz:
http://arxiv.org/abs/2410.21539
Autor:
Zhang, Bing, Takeuchi, Mikio, Kawahara, Ryo, Asthana, Shubhi, Hossain, Md. Maruf, Ren, Guang-Jie, Soule, Kate, Zhu, Yada
The advancement of large language models (LLMs) has led to a greater challenge of having a rigorous and systematic evaluation of complex tasks performed, especially in enterprise applications. Therefore, LLMs need to be able to benchmark enterprise d
Externí odkaz:
http://arxiv.org/abs/2410.12857
Autor:
Hassan, Maruf, Davy, Steven
Edge-cloud co-inference enables efficient deep neural network (DNN) deployment by splitting the architecture between an edge device and cloud server, crucial for resource-constraint edge devices. This approach requires balancing on-device computation
Externí odkaz:
http://arxiv.org/abs/2410.08673
Autor:
Hasan, Mahamudul, Prince, Md Maruf Al Hossain, Ansari, Mohammad Samar, Jahan, Sabrina, Miah, Abu Saleh Musa, Shin, Jungpil
Fire hazards are extremely dangerous, particularly in sectors such as the transportation industry, where political unrest increases the likelihood of their occurrence. By employing IP cameras to facilitate the setup of fire detection systems on trans
Externí odkaz:
http://arxiv.org/abs/2409.20384
Autor:
Huo, Pingyi, Devulapally, Anusha, Maruf, Hasan Al, Park, Minseo, Nair, Krishnakumar, Arunachalam, Meena, Akbulut, Gulsum Gudukbay, Kandemir, Mahmut Taylan, Narayanan, Vijaykrishnan
Deep Learning Recommendation Models (DLRMs) have become increasingly popular and prevalent in today's datacenters, consuming most of the AI inference cycles. The performance of DLRMs is heavily influenced by available bandwidth due to their large vec
Externí odkaz:
http://arxiv.org/abs/2409.16633
Solar photovoltaic (PV) modules are prone to damage during manufacturing, installation and operation which reduces their power conversion efficiency. This diminishes their positive environmental impact over the lifecycle. Continuous monitoring of PV
Externí odkaz:
http://arxiv.org/abs/2409.16069
Autor:
Manogaran, Harish Babu, Maruf, M., Daw, Arka, Mehrab, Kazi Sajeed, Charpentier, Caleb Patrick, Uyeda, Josef C., Dahdul, Wasila, Thompson, Matthew J, Campolongo, Elizabeth G, Provost, Kaiya L, Mabee, Paula M., Lapp, Hilmar, Karpatne, Anuj
A grand challenge in biology is to discover evolutionary traits - features of organisms common to a group of species with a shared ancestor in the tree of life (also referred to as phylogenetic tree). With the growing availability of image repositori
Externí odkaz:
http://arxiv.org/abs/2409.02335