P2P Techniques for Decentralized Applications (Synthesis Lectures on Data Management)
暫譯: 去中心化應用程式的P2P技術(數據管理綜合講座)
Esther Pacitti, Reza Akbarinia, Manal El-Dick
- 出版商: Morgan & Claypool
- 出版日期: 2012-04-18
- 售價: $1,600
- 貴賓價: 9.5 折 $1,520
- 語言: 英文
- 頁數: 104
- 裝訂: Paperback
- ISBN: 1608458229
- ISBN-13: 9781608458226
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商品描述
As an alternative to traditional client-server systems, Peer-to-Peer (P2P) systems provide major advantages in terms of scalability, autonomy and dynamic behavior of peers, and decentralization of control. Thus, they are well suited for large-scale data sharing in distributed environments. Most of the existing P2P approaches for data sharing rely on either structured networks (e.g., DHTs) for efficient indexing, or unstructured networks for ease of deployment, or some combination. However, these approaches have some limitations, such as lack of freedom for data placement in DHTs, and high latency and high network traffic in unstructured networks. To address these limitations, gossip protocols which are easy to deploy and scale well, can be exploited. In this book, we will give an overview of these different P2P techniques and architectures, discuss their trade-offs, and illustrate their use for decentralizing several large-scale data sharing applications.
Table of Contents: P2P Overlays, Query Routing, and Gossiping / Content Distribution in P2P Systems / Recommendation Systems / Top-k Query Processing in P2P Systems
商品描述(中文翻譯)
作為傳統客戶端-伺服器系統的替代方案,對等網路(Peer-to-Peer, P2P)系統在可擴展性、自主性和對等節點的動態行為以及控制的去中心化方面提供了主要優勢。因此,它們非常適合在分散式環境中進行大規模數據共享。現有的大多數P2P數據共享方法依賴於結構化網路(例如,DHTs)以實現高效索引,或依賴於非結構化網路以便於部署,或是兩者的某種組合。然而,這些方法存在一些限制,例如在DHT中缺乏數據放置的自由,以及在非結構化網路中高延遲和高網路流量。為了解決這些限制,可以利用易於部署且可擴展的gossip協議。在本書中,我們將概述這些不同的P2P技術和架構,討論它們的權衡,並說明它們在去中心化多個大規模數據共享應用中的使用。
目錄:P2P覆蓋、查詢路由和Gossip / P2P系統中的內容分發 / 推薦系統 / P2P系統中的Top-k查詢處理