Zobrazeno 1 - 10
of 105
pro vyhledávání: '"Murali Kodialam"'
Publikováno v:
IEEE Open Journal of the Communications Society, Vol 2, Pp 488-499 (2021)
Network traffic matrix (TM) is a critical input for capacity planning, anomaly detection and many other network management related tasks. The TMs are often computed from link load measurements. The TM estimation problem is the determination of the TM
Externí odkaz:
https://doaj.org/article/293e8e85219e48ba9a4651a31976a17e
Publikováno v:
IEEE Open Journal of the Communications Society, Vol 2, Pp 656-670 (2021)
Applications such as virtual reality and online gaming require low delays for acceptable user experience. A key task for over-the-top (OTT) service providers who provide these applications is sending traffic through the networks to minimize delays. O
Externí odkaz:
https://doaj.org/article/f04986f7c68c4f97a692e509f78b7bfe
Autor:
Sarit Mukherjee, Jacobus Kobus Van der Merwe, Hyunseok Chang, Zirak Zaheer, Murali Kodialam, Tv Lakshman
Publikováno v:
IEEE Transactions on Cloud Computing. 11:291-307
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::a9d0b56a8262da3d5018eb7ab4bebf6f
https://doi.org/10.1109/tcc.2021.3087447
https://doi.org/10.1109/tcc.2021.3087447
Publikováno v:
IEEE Transactions on Network and Service Management. 18:4576-4588
Dynamic resource allocation to satisfy varying, concurrent and unpredictable demands from multiple applications is a key need in cloud systems. A fundamental challenge is the need to find the right balance between over-allocation, which satisfies eac
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::ebd26473192714fef43d1d68641bbe2b
https://doi.org/10.1109/tnsm.2021.3100460
https://doi.org/10.1109/tnsm.2021.3100460
Publikováno v:
2022 IFIP Networking Conference (IFIP Networking).
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::c3f3cd840197e88ee337b8e6dc057c37
https://doi.org/10.23919/ifipnetworking55013.2022.9829774
https://doi.org/10.23919/ifipnetworking55013.2022.9829774
Publikováno v:
2022 IEEE 23rd International Conference on High Performance Switching and Routing (HPSR).
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::28099cfa82ecbba540a08a145ad7a7c9
https://doi.org/10.1109/hpsr54439.2022.9831353
https://doi.org/10.1109/hpsr54439.2022.9831353
Autor:
Murali Kodialam, T.V. Lakshman
Publikováno v:
IEEE INFOCOM 2022 - IEEE Conference on Computer Communications.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::6b1d07c4360154715644659149f0aff9
https://doi.org/10.1109/infocom48880.2022.9796922
https://doi.org/10.1109/infocom48880.2022.9796922
Publikováno v:
AAAI
In this paper, we propose a general framework for combining deep neural networks (DNNs) with dynamic programming to solve combinatorial optimization problems. For problems that can be broken into smaller subproblems and solved by dynamic programming,
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::ccf60ee7dad40c0f1bce677a6203830e
https://doi.org/10.1609/aaai.v34i02.5531
https://doi.org/10.1609/aaai.v34i02.5531
Publikováno v:
Computer Networks. :109702
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::9107fd15ece851f2d8281f3f513f9d12
https://doi.org/10.1016/j.comnet.2023.109702
https://doi.org/10.1016/j.comnet.2023.109702
Autor:
T. V. Lakshman, Murali Kodialam
Publikováno v:
HPSR
With the increasing success of machine learning based approaches for prediction problems, there has been recent effort in improving the performance of online algorithms by augmenting them with machine learning predictions. Since machine learning pred
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::58f9d647f8ff294f3f199b6d02ed956a
https://doi.org/10.1109/hpsr52026.2021.9481858
https://doi.org/10.1109/hpsr52026.2021.9481858