雲上高併發數據分析【架構選型篇】

{"type":"doc","content":[{"type":"heading","attrs":{"align":null,"level":2},"content":[{"type":"text","text":"摘要"}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null}},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","text":"1800+ 家客戶，40+ 個國家，每年 80+ 億筆交易記錄，這是美國某大型 SAAS 公司雲上數據分析架構探索與實踐！"}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null}},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","text":"在 Kyligence Cloud 2020 大會上，Kyligence 首席架構師史少鋒分享了某美國大型SAAS 公司在服務遍佈全球 40+ 個國家的 1800+ 家客戶的背後，所面臨的海量數據分析挑戰與日俱增。建設新的數據平臺迫在眉睫，該公司新的平臺如何做到高性能、高併發的同時降低總體擁有成本？詳情請見下文。"}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null}},{"type":"heading","attrs":{"align":null,"level":2},"content":[{"type":"text","text":"客戶簡介"}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null}},{"type":"image","attrs":{"src":"https:\/\/static001.infoq.cn\/resource\/image\/c6\/f7\/c680971d21c0bd33c05f761cc03643f7.png","alt":null,"title":null,"style":null,"href":null,"fromPaste":true,"pastePass":false}},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null}},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","text":"該 SAAS 公司位於硅谷，以 AI 技術見長，爲企業提供自動化的報銷審覈服務。以前企業裏報銷票據需要管理者以及財務人員人工審覈，效率低且容易出錯，給企業帶來財務風險和漏洞，造成資金的浪費；近年來，隨着企業的信息化的普及，以及 AI 技術快速發展，很多的財務審計可以先由 AI 程序自動來完成，從而大幅度減少人工覈對的工作量，並提高效率和準確度。"}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null}},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","marks":[{"type":"strong"}],"text":"截至目前，這家公司已經爲超過 1800 家的大型企業提供自動的財務審批，每年處理的審批的報銷記錄超過 80 億筆，其超過 1\/3 的客戶是世界 500 強企業。"}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null}},{"type":"heading","attrs":{"align":null,"level":2},"content":[{"type":"text","text":"項目背景"}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null}},{"type":"image","attrs":{"src":"https:\/\/static001.infoq.cn\/resource\/image\/c8\/59\/c89b6a464e19c127736abe2764813459.png","alt":null,"title":null,"style":null,"href":null,"fromPaste":true,"pastePass":false}},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null}}]}