Zobrazeno 1 - 10
of 17 905
pro vyhledávání: '"A. Rajasekaran"'
Autor:
R. V. Akil Prasath, R. Mohanraj, K. R. Balaramdas, A. Jhony Kumar Tagore, P. Raja, A. Rajasekaran
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-23 (2024)
Abstract In the semi-arid plains of Southern India, outside the protected area network, sacred groves forests and the barren lands invaded by Prosopis juliflora are reckoned to be the major greenery, but have homogenous and heterogeneous vegetation r
Externí odkaz:
https://doaj.org/article/43812311164e4e62aa743f2a4540cdf8
Autor:
Jin, Can, Peng, Hongwu, Zhao, Shiyu, Wang, Zhenting, Xu, Wujiang, Han, Ligong, Zhao, Jiahui, Zhong, Kai, Rajasekaran, Sanguthevar, Metaxas, Dimitris N.
Large Language Models (LLMs) have significantly enhanced Information Retrieval (IR) across various modules, such as reranking. Despite impressive performance, current zero-shot relevance ranking with LLMs heavily relies on human prompt engineering. E
Externí odkaz:
http://arxiv.org/abs/2406.14449
Autor:
Rajasekaran, Frederick
In this work, we study a class of random matrices which interpolate between the Wigner matrix model and various types of patterned random matrices such as random Toeplitz, Hankel, and circulant matrices. The interpolation mechanism is through the cor
Externí odkaz:
http://arxiv.org/abs/2405.07400
We present MLTCP, a technique to augment today's congestion control algorithms to accelerate DNN training jobs in shared GPU clusters. MLTCP enables the communication phases of jobs that compete for network bandwidth to interleave with each other, th
Externí odkaz:
http://arxiv.org/abs/2402.09589
Autor:
Sehad, Nassim, Tu, Xinyi, Rajasekaran, Akash, Hellaoui, Hamed, Jäntti, Riku, Debbah, Mérouane
This paper addresses the challenging problem of enabling reliable immersive teleoperation in scenarios where an Unmanned Aerial Vehicle (UAV) is remotely controlled by an operator via a cellular network. Such scenarios can be quite critical particula
Externí odkaz:
http://arxiv.org/abs/2308.14524
Autor:
Patil, Omkar, Reed, Lena, Bowden, Kevin K., Juraska, Juraj, Cui, Wen, Harrison, Vrindavan, Rajasekaran, Rishi, Ramirez, Angela, Li, Cecilia, Zamora, Eduardo, Lee, Phillip, Bheemanpally, Jeshwanth, Pandey, Rohan, Ratnaparkhi, Adwait, Walker, Marilyn
Conversational agents are consistently growing in popularity and many people interact with them every day. While many conversational agents act as personal assistants, they can have many different goals. Some are task-oriented, such as providing cust
Externí odkaz:
http://arxiv.org/abs/2308.01887
We present CASSINI, a network-aware job scheduler for machine learning (ML) clusters. CASSINI introduces a novel geometric abstraction to consider the communication pattern of different jobs while placing them on network links. To do so, CASSINI uses
Externí odkaz:
http://arxiv.org/abs/2308.00852
Autor:
Chheang, Vuthea, Sharmin, Shayla, Marquez-Hernandez, Rommy, Patel, Megha, Rajasekaran, Danush, Caulfield, Gavin, Kiafar, Behdokht, Li, Jicheng, Kullu, Pinar, Barmaki, Roghayeh Leila
Virtual reality (VR) and interactive 3D visualization systems have enhanced educational experiences and environments, particularly in complicated subjects such as anatomy education. VR-based systems surpass the potential limitations of traditional tr
Externí odkaz:
http://arxiv.org/abs/2306.17278
In the study of reactive systems, qualitative properties are usually easier to model and analyze than quantitative properties. This is especially true in systems where mutually beneficial cooperation between agents is possible, such as multi-agent sy
Externí odkaz:
http://arxiv.org/abs/2305.00953
Autor:
Maraqa, Omar, Al-Ahmadi, Saad, Rajasekaran, Aditya, Sokun, Hamza, Yanikomeroglu, Halim, Sait, Sadiq M.
The various requirements in terms of data rates and latency in beyond 5G and 6G networks have motivated the integration of a variety of communications schemes and technologies to meet these requirements in such networks. Among these schemes are Terah
Externí odkaz:
http://arxiv.org/abs/2304.04094