Autonomous Networks: Using AI to Advance Operations in Sp and Enterprise Domains
暫譯: 自主網路：利用AI推進服務提供商及企業領域的運營
Manza, Stefan-Alexandru, Halley, Josh
- 出版商: Cisco Press
- 出版日期: 2026-08-09
- 售價: $2,490
- 貴賓價: 9.5 折 $2,365
- 語言: 英文
- 頁數: 640
- 裝訂: Quality Paper - also called trade paper
- ISBN: 0135473365
- ISBN-13: 9780135473368
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相關分類:
Computer-networks
海外代購書籍(需單獨結帳)
商品描述
Autonomous Networks: Using AI to Advance Operations in SP and Enterprise Domains is a practical, forward-looking guide to the next generation of network operations--where AI, automation, observability, and closed-loop control enable networks to operate with greater speed, scale, and resilience while reducing manual intervention.
As enterprise and service provider environments become increasingly complex, traditional reactive operations can no longer keep pace. This book explains how autonomous networking combines model-driven telemetry, distributed tracing, AIOps, automation frameworks, MLOps, and IT service management integration to create intelligent systems capable of sensing conditions, making decisions, and executing actions in real time.
Written for network engineers, architects, operations teams, and technology leaders, this vendor-agnostic guide provides a clear roadmap for evolving from basic automation initiatives to fully autonomous network operations. Readers will learn how to implement AI-driven operational models across both enterprise and service provider environments while addressing security, governance, compliance, and organizational transformation.
Through real-world case studies, architectural patterns, and industry-aligned frameworks, the authors demonstrate how narrow AI, generative AI, closed-loop automation, and predictive analytics can improve network reliability, operational efficiency, and service assurance at scale.
Whether you are modernizing existing infrastructure or building next-generation intelligent networks, this book delivers actionable strategies for designing, operating, and securing autonomous networking environments in an increasingly AI-driven world.
商品描述(中文翻譯)
《自主網路：利用人工智慧推進服務提供商及企業領域的運營》是一本實用且具前瞻性的指南，針對下一代網路運營——在這裡，人工智慧、自動化、可觀察性和閉環控制使網路能夠以更快的速度、更大的規模和更高的韌性運行，同時減少人工干預。
隨著企業和服務提供商環境變得越來越複雜，傳統的反應式運營已無法跟上步伐。本書解釋了自主網路如何結合模型驅動的遙測、分散式追蹤、AIOps、自動化框架、MLOps和IT服務管理整合，創造出能夠感知狀況、做出決策並即時執行行動的智能系統。
本書是為網路工程師、架構師、運營團隊和技術領導者撰寫的，這本不依賴於特定供應商的指南提供了一個清晰的路線圖，幫助從基本的自動化計劃演變到完全自主的網路運營。讀者將學習如何在企業和服務提供商環境中實施以人工智慧驅動的運營模型，同時解決安全性、治理、合規性和組織轉型等問題。
通過真實案例研究、架構模式和與行業對齊的框架，作者展示了狹義人工智慧、生成式人工智慧、閉環自動化和預測分析如何在大規模下改善網路可靠性、運營效率和服務保證。
無論您是在現代化現有基礎設施還是構建下一代智能網路，本書提供了可行的策略，用於設計、運營和保護在日益以人工智慧驅動的世界中的自主網路環境。
作者簡介
Stefan-Alexandru Manza, CCIE No. 15687, is a Distinguished Architect in the office of the CTO at Cisco Systems. In his current role, he focuses on strategic adoption of new technology trends such as observability, automation, and AI within Cisco and by Cisco's key enterprise and SP customers.
Over the years Stefan has specialized in leading large and complex technology transformations with customers within the EMEA region, covering a diverse set of technical domains like licensed radio access, IP transport, private data center, and Mobile Packet Core. His efforts include ensuring the associated process and people skills evolutions are properly executed to ensure the successful adoption of the new technology.
Stefan has a PhD in systems engineering from The University Politehnica of Bucharest and an MBA from Vlerick Business School in Leuven; he also has completed postgraduate studies in big data and analytics at KU Leuven and has an active C-level presence at international forums such as Cisco Live, Mobile World Congress, and TM Forum DTW.
Josh Halley, CCIEx3 No. 11924, is a Principal Architect in the office of the CTO at Cisco Systems, where his current role focuses on domains related to up-and-coming and burgeoning new technology trends and innovation, engaging in large and complex strategic negotiations, and working with C-Levels to set technology strategy and direction within their organizations. Over the years Josh has worked in many differing roles at organizations, ranging from technology companies to banking and finance and management consulting.
Within Cisco, Josh has worked side by side with many of the company's business units, product managers, and technical marketing engineers and has been directly involved in the creation and deployment of many new software features across multiple technology domains seen in Cisco's products and portfolio today.
Today Josh maintains his focus on technology, driving innovation with customers in the field and actively participating in the creation of patents, whitepapers, and new product and service offerings for Cisco. Further to his work within Cisco, Josh is also an opensource software advocate coleading the Cloud Native Computing Foundation (CNCF) Artificial Intelligence Technical Community Group, and is one of the coauthors of the Cisco Virtual Kubelet CNCF project, providing him an opportunity to share his knowledge and expertise with the wider open-source community.
作者簡介(中文翻譯)
Stefan-Alexandru Manza, CCIE No. 15687, 是思科系統公司（Cisco Systems）首席技術官辦公室的傑出架構師。在他目前的角色中，他專注於在思科及其主要企業和服務提供商客戶中，戰略性地採用新技術趨勢，如可觀察性、自动化和人工智慧（AI）。
多年來，Stefan專注於領導EMEA地區客戶的大型和複雜技術轉型，涵蓋多樣的技術領域，如授權無線接入、IP傳輸、私有數據中心和移動數據核心。他的努力包括確保相關的流程和人員技能演變得到妥善執行，以確保新技術的成功採用。
Stefan擁有布加勒斯特理工大學的系統工程博士學位，以及魯汀商學院的MBA學位；他還在KU Leuven完成了大數據和分析的研究生學習，並在國際論壇如Cisco Live、Mobile World Congress和TM Forum DTW中活躍參與C級別的活動。
Josh Halley，CCIEx3 No. 11924, 是思科系統公司首席技術官辦公室的首席架構師，他目前的角色專注於與新興和蓬勃發展的技術趨勢和創新相關的領域，參與大型和複雜的戰略談判，並與C級別管理者合作，設定其組織內的技術策略和方向。多年來，Josh在多個不同的角色中工作，涵蓋從科技公司到銀行、金融及管理諮詢等領域。
在思科，Josh與公司的許多業務單位、產品經理和技術行銷工程師密切合作，並直接參與了許多新軟體功能的創建和部署，這些功能在思科的產品和產品組合中得以體現。
如今，Josh專注於技術，推動與客戶的創新，並積極參與專利、白皮書以及思科的新產品和服務的創建。除了在思科的工作外，Josh還是一位開源軟體倡導者，聯合領導雲原生計算基金會（Cloud Native Computing Foundation, CNCF）人工智慧技術社群小組，並且是思科虛擬Kubelet CNCF項目的共同作者，這使他有機會與更廣泛的開源社群分享他的知識和專業。
