Eylem Seç
Mean-field Methods in Large Stochastic Networks
Başlık:
Mean-field Methods in Large Stochastic Networks
Yazar:
Friedlander, Eric, author.
ISBN:
9780438063297
Yazar Ek Girişi:
Fiziksel Tanımlama:
1 electronic resource (148 pages)
Genel Not:
Source: Dissertation Abstracts International, Volume: 79-10(E), Section: B.
Advisors: Amarjit Budhiraja Committee members: Shankar Bhamidi; Chuanshu Ji; Vidyadhar Kulkarni; Vladas Pipiras.
Özet:
Analysis of large-scale communication networks (e.g. ad hoc wireless networks, cloud computing systems, server networks etc.) is of great practical interest. The massive size of such networks frequently makes direct analysis intractable. Asymptotic approximations using fluid and diffusion scaling limits provide useful methods for approaching such problems. In this dissertation, I study such approximations in two different settings. In the first, I consider a rate control problem for a weakly interacting particle system. I show that by considering an associated diffusion control problem, one can construct controls which are asymptotically optimal for the finite particle system control problem. In the second, I consider a class of load balancing mechanisms in a large cloud-storage network that uses a Maximum Distance Separable coding scheme to store a large set of files. Fluid and diffusion approximations are developed for this system and the long-time behavior of the network is studied.
Notlar:
School code: 0153
Tüzel Kişi Ek Girişi:
Mevcut:*
Yer Numarası | Demirbaş Numarası | Shelf Location | Lokasyon / Statüsü / İade Tarihi |
---|---|---|---|
XX(679384.1) | 679384-1001 | Proquest E-Tez Koleksiyonu | Arıyor... |
On Order
Liste seç
Bunu varsayılan liste yap.
Öğeler başarıyla eklendi
Öğeler eklenirken hata oldu. Lütfen tekrar deneyiniz.
:
Select An Item
Data usage warning: You will receive one text message for each title you selected.
Standard text messaging rates apply.