《5G時代的大數據技術架構和關鍵技術詳解》是2021年清華大學出版社出版圖書。
基本介紹
- 書名：5G時代的大數據技術架構和關鍵技術詳解
- 作者：亞信科技（中國）有限公司
- 出版社：清華大學出版社
- 出版時間：2021年1月1日
- ISBN：9787302568452
圖書簡介,圖書目錄,
圖書簡介
全書共五篇：第一篇（第1～2章） 介紹5G網路環境下的大數據技術生態的發展趨勢，以及大型企業大數據技術架構發展路線；第二篇（第3～5章） 介紹邊緣計算的概念，以及大數據技術基於雲邊協同計算的落地方式；第三篇（第6～8章）介紹如何通過DataOps實現大數據的敏捷開發與運維服務。第四篇（第9～11章）介紹多種大數據智慧型化分析技術，如行業知識圖譜、增強型分析、可信數據流通，快速實現大數據套用服務構建；第五篇（第12～14章）通過行業套用場景，詳細描述如何通過5G網路及大數據技術重構行業套用及服務形態，並對未來技術趨勢作出展望。 本書適合運營商企業的信息化負責人、系統架構師、IT人員，以及大型企業內的IT從業者閱讀，也適合對5G及大數據技術感興趣的其他讀者閱讀，可作為軟體架構培訓類參考書。
圖書目錄
第1章 5G 時代的萬物互聯和大數據 ·····························································2
1.1 5G 技術推動萬物互聯，重塑行業套用 ······························································3
1.1.1 5G 三大典型業務場景下的大數據需求形態 ·························································3
1.1.2 5G 網路架構對大數據的影響 ·················································································7
1.2 5G 引發未來企業商業模式的變革 ····································································12
1.2.1 香農公式引發的商業模式變革 ·············································································12
1.2.2 運營商面臨現有商業模式的挑戰 ···································································
1.2.3 運營商未來商業模式的變革 ·················································································14
1.3 5G 時代的大數據技術發展方向 ········································································16
1.3.1 多雲架構基礎設施 ·································································································16
1.3.2 大數據云邊協同計算 ·····························································································16
1.3.3 數據虛擬化部署環境 ·····························································································17
1.3.4 數位化實體建模方式 ·····························································································19
1.3.5 大數據實時處理能力 ·····························································································20
1.3.6 數據驅動型生產套用 ·····························································································20
第2章 5G 時代的企業大數據架構體系 ·······················································23
2.1 企業數位化轉型基礎 ··························································································23
2.1.1 企業數位化轉型的現狀 ·························································································23
2.1.2 企業數位化轉型的關鍵路徑 ·················································································25
2.2 數位化企業 IT 參考架構 ····················································································26
2.2.1 技術中台 ·················································································································27
2.2.2 業務中台 ·················································································································28
2.2.3 數據中台 ·················································································································29
2.2.4 智慧型中台 ·················································································································30
2.3 5G 大數據部署架構 ····························································································32
2.4 雲邊協同互動原語 ······························································································32
