網(wǎng)絡(luò)運(yùn)維大數(shù)據(jù)應(yīng)用

1、網(wǎng)絡(luò)運(yùn)維大數(shù)據(jù)應(yīng)用行業(yè)趨勢(shì) 賣(mài)方市場(chǎng)向買(mǎi)方市場(chǎng)轉(zhuǎn)移 物質(zhì)消費(fèi)向體驗(yàn)消費(fèi)轉(zhuǎn)移以客戶為中心為常態(tài)真實(shí)商業(yè)實(shí)踐來(lái)檢驗(yàn)產(chǎn)品服務(wù)用戶體驗(yàn)是重要指標(biāo)用戶定制化是基本要求IT 需從支持角色轉(zhuǎn)變?yōu)閯?chuàng)新領(lǐng)導(dǎo)者保養(yǎng).維護(hù)變化.優(yōu)勢(shì)基于大數(shù)據(jù)的大運(yùn)維體系概述: 適用于不同用戶（應(yīng)用)的以性能基線為保障的網(wǎng)絡(luò)主動(dòng)運(yùn)維體系#1運(yùn)維分析基本框架#2運(yùn)維管理邏輯框架網(wǎng)絡(luò)運(yùn)維大數(shù)據(jù)應(yīng)用步驟1: 網(wǎng)絡(luò)容量管理步驟二:大數(shù)據(jù)驅(qū)動(dòng)網(wǎng)絡(luò)運(yùn)維步驟三: 標(biāo)準(zhǔn)化網(wǎng)絡(luò)服務(wù)MPLS業(yè)務(wù)數(shù)據(jù)自動(dòng)分析面向業(yè)務(wù)的網(wǎng)絡(luò)管道可視化端對(duì)端體驗(yàn)分析2015/5/302014/08/012016/3/31How Much 網(wǎng)絡(luò)容量How Much 占用容量W

2、hen, Where 用盡容量DC內(nèi)部服務(wù)器間網(wǎng)絡(luò)流向及應(yīng)用性能可視化用戶端網(wǎng)絡(luò)排障工具網(wǎng)絡(luò)質(zhì)量探測(cè)及數(shù)據(jù)積累網(wǎng)絡(luò)數(shù)據(jù)Go Mobile面向業(yè)務(wù)的統(tǒng)一網(wǎng)絡(luò)對(duì)象可視化端到端分析標(biāo)準(zhǔn)面向用戶體驗(yàn)的可視化體系面向性能的標(biāo)準(zhǔn)網(wǎng)絡(luò)服務(wù)網(wǎng)絡(luò)分析#1 整體框架大數(shù)據(jù)存儲(chǔ)和處理 源數(shù)據(jù)處理后的數(shù)據(jù)網(wǎng)絡(luò)服務(wù)解決方案框架報(bào)表圖地圖安全Dashboard開(kāi)發(fā)Kit定制化開(kāi)發(fā)插件JSONJSONJSONJSONSOAP/REST自然語(yǔ)言訪問(wèn)層通用化網(wǎng)絡(luò)數(shù)據(jù)模型 (Image)多維度跨層統(tǒng)一IT面板SLA監(jiān)控和報(bào)表網(wǎng)絡(luò)容量管理站點(diǎn)應(yīng)用監(jiān)控站點(diǎn)應(yīng)用性能管理數(shù)據(jù)導(dǎo)航分析 時(shí)序和關(guān)聯(lián)分析網(wǎng)絡(luò)管理SDN服務(wù)按需分析靈活按需數(shù)據(jù)

3、連接高交互面板和豐富的可視化設(shè)計(jì)關(guān)鍵特性時(shí)序分析和關(guān)聯(lián)分析實(shí)時(shí)易擴(kuò)展的數(shù)據(jù)存儲(chǔ)，管理和處理平臺(tái)特性#1 靈活按需數(shù)據(jù)連接基于SNMP指標(biāo)基于Flow: netflow, sflow基于包分析Syslog系統(tǒng)日志 connector基于自己開(kāi)發(fā)的Agent采集數(shù)據(jù)支持廣泛，常見(jiàn)指標(biāo)能探測(cè)到，細(xì)粒度上缺少Lack granularity by not breaking down usage bandwidth部署簡(jiǎn)單，收集報(bào)文匯總信息快速，但缺少網(wǎng)絡(luò)底層數(shù)據(jù)包的傳輸細(xì)節(jié) Lack details of specific set of network packets traversing sourc

4、e and destination支持網(wǎng)絡(luò)底層數(shù)據(jù)包的呈現(xiàn)，信息最豐富，但對(duì)包分析工具存在依賴， 且實(shí)施部署成本較高。Vendor-independent, a little bit costlySyslog是國(guó)際標(biāo)準(zhǔn)，大部分軟件系統(tǒng)都存在對(duì)應(yīng)的日志，只是日志內(nèi)容依賴于業(yè)務(wù)syslog is a widely used standard for message logging. It permits separation of the software that generates messages, the system that stores them, and the software

5、that reports and analyzes them.比較靈活，以問(wèn)題為導(dǎo)向按需采集，但需要開(kāi)發(fā)資源支持Problem issue oriented, and flexible and enable on-demand data collection特性#2 實(shí)時(shí)易擴(kuò)展的數(shù)據(jù)存儲(chǔ)，管理和處理平臺(tái)特性#3 時(shí)序分析和關(guān)聯(lián)分析分析類型Meaning模式Kind of pattern formed repeated in a predictable manner.i.e. Bandwidth Consumption Pattern趨勢(shì)The general direction in whic

6、h something tends to move.i.e. Bandwidth demand trend異常狀態(tài)Unusual, odd or out of the ordinaryi.e. continuous high-speed increasing in bandwidth consumption趨勢(shì)分析異常監(jiān)測(cè)特性#4 高交互面板和豐富的可視化設(shè)計(jì)統(tǒng)一IT面板站點(diǎn)/應(yīng)用監(jiān)控日?qǐng)?bào)周報(bào)/月報(bào)特性#5 自然語(yǔ)言對(duì)話運(yùn)營(yíng)#5 豐富標(biāo)準(zhǔn)的RestFUL API和插件來(lái)支持客戶化開(kāi)發(fā)，并且支持對(duì)話處理網(wǎng)絡(luò)運(yùn)維WITH對(duì)話檢索數(shù)據(jù)和操網(wǎng)絡(luò)WITH網(wǎng)絡(luò)配置自動(dòng)化運(yùn)維嘗試#1 數(shù)據(jù)流程框架圖#2 配置自動(dòng)化呈現(xiàn)和報(bào)告現(xiàn)有系統(tǒng)屏幕截圖Demo: 6:8090/itdc/dashboard.html6:8090/itdc/scene.html統(tǒng)一IT Portal站點(diǎn)和應(yīng)用統(tǒng)一Portal應(yīng)用總覽全球應(yīng)用監(jiān)控應(yīng)用監(jiān)控具體應(yīng)用監(jiān)控站點(diǎn)總覽全球站點(diǎn)監(jiān)控站點(diǎn)監(jiān)控具體站點(diǎn)監(jiān)控報(bào)告 日?qǐng)?bào)站點(diǎn)監(jiān)控日?qǐng)?bào)報(bào)告 周/月報(bào)站點(diǎn)監(jiān)控周報(bào)報(bào)告 對(duì)比站點(diǎn)應(yīng)用周對(duì)比分析 (可能行為推薦)Reason:雙線不平衡Recom