Zobrazeno 1 - 10
of 252
pro vyhledávání: '"Tizghadam, A."'
Intent-Based Networking (IBN) presents a paradigm shift for network management, by promising to align intents and business objectives with network operations--in an automated manner. However, its practical realization is challenging: 1) processing in
Externí odkaz:
http://arxiv.org/abs/2402.00715
Publikováno v:
2023 19th International Conference on Network and Service Management (CNSM), 2023, pp. 1-7
Automated management requires decomposing high-level user requests, such as intents, to an abstraction that the system can understand and execute. This is challenging because even a simple intent requires performing a number of ordered steps. And the
Externí odkaz:
http://arxiv.org/abs/2402.10067
Knowledge distillation (KD) improves the performance of a low-complexity student model with the help of a more powerful teacher. The teacher in KD is a black-box model, imparting knowledge to the student only through its predictions. This limits the
Externí odkaz:
http://arxiv.org/abs/2310.02572
Publikováno v:
2021 IEEE Global Communications Conference (GLOBECOM)
Large datasets in machine learning often contain missing data, which necessitates the imputation of missing data values. In this work, we are motivated by network traffic classification, where traditional data imputation methods do not perform well.
Externí odkaz:
http://arxiv.org/abs/2303.10681
Network traffic classification using machine learning techniques has been widely studied. Most existing schemes classify entire traffic flows, but there are major limitations to their practicality. At a network router, the packets need to be processe
Externí odkaz:
http://arxiv.org/abs/2105.00074
End-to-end delay is a critical attribute of quality of service (QoS) in application domains such as cloud computing and computer networks. This metric is particularly important in tandem service systems, where the end-to-end service is provided throu
Externí odkaz:
http://arxiv.org/abs/2101.04627
Ensuring quality of service (QoS) guarantees in service systems is a challenging task, particularly when the system is composed of more fine-grained services, such as service function chains. An important QoS metric in service systems is the end-to-e
Externí odkaz:
http://arxiv.org/abs/2008.09590
Ensuring the conformance of a service system's end-to-end delay to service level agreement (SLA) constraints is a challenging task that requires statistical measures beyond the average delay. In this paper, we study the real-time prediction of the en
Externí odkaz:
http://arxiv.org/abs/2006.16368
Publikováno v:
آب و فاضلاب, Vol 34, Iss 1, Pp 1-24 (2023)
The use of a systematic view has increased to deal with social and environmental problems in recent years. Recently, various models have been developed to address urban water issues. Most of them are focused on runoff and storm water management and f
Externí odkaz:
https://doaj.org/article/e1c0698dfe8f493787a281721435270a
Publikováno v:
Archives of Anesthesia and Critical Care, Vol 10, Iss 3 (2023)
Background: One of the most important treatments used in women with infertility is IVF, and improving its results can affect the success of assisted reproductive techniques. It was previously shown that anesthetics can enter the follicular fluid (FF)
Externí odkaz:
https://doaj.org/article/953382bb9ee5441e94e2a880ea0dc18e