How to continuously improve Apache Pegasus in complex toB scenariosacelyc1112009
A presentation in Apache Pegasus meetup in 2022 from Hao Wang.
Apache Pegasus is a horizontally scalable, strongly consistent and high-performance key-value store.
Know more about Pegasus https://pegasus.apache.org, https://github.com/apache/incubator-pegasus
海量計算的學習歷程分析與雲端資料庫管理系統Sqlmr appliance一體機開發計畫書 20140101Jackie Liu
硬體形式的一體機(Appliance)
End-to-End Big Data Solution in a Box
因應巨量資料處理需求,使用者大致上有幾個不同部署型態選擇,除了採用套裝軟體再自行搭配硬體,或是採購軟硬體整合的一體機,使用雲端服務算是最新的一種。不過,從臺灣的角度來看,雲端服務模式與軟體導向解決方案,都不是企業最偏愛的選擇,相較之下,以硬體形式推出的一體機(Appliance)是最受青睞的一種。由於一體機的發展,已經轉向MPP架構,因此,使用者可以漸進式導入,後續再視巨量資料發展需求彈性調整,除了可以橫向擴充提升系統效能之外,也可以針對非結構資料處理,另外搭配Hadoop專屬平臺來處理。目前各個資料廠商已經逐步向Hadoop靠攏,並且從分庭抗禮轉為相互依賴的發展格局,Hadoop一體機因此相繼問世,對使用者來說,將可降低部署Hadoop叢集的門檻。
Introduce Microsoft's Generative AI application tools and provide examples of their use in the medical field. The presentation is given by Raymond Tsai, a Principal Technical Program Manager of Azure HPC & AI Engineering group.
How to continuously improve Apache Pegasus in complex toB scenariosacelyc1112009
A presentation in Apache Pegasus meetup in 2022 from Hao Wang.
Apache Pegasus is a horizontally scalable, strongly consistent and high-performance key-value store.
Know more about Pegasus https://pegasus.apache.org, https://github.com/apache/incubator-pegasus
海量計算的學習歷程分析與雲端資料庫管理系統Sqlmr appliance一體機開發計畫書 20140101Jackie Liu
硬體形式的一體機(Appliance)
End-to-End Big Data Solution in a Box
因應巨量資料處理需求,使用者大致上有幾個不同部署型態選擇,除了採用套裝軟體再自行搭配硬體,或是採購軟硬體整合的一體機,使用雲端服務算是最新的一種。不過,從臺灣的角度來看,雲端服務模式與軟體導向解決方案,都不是企業最偏愛的選擇,相較之下,以硬體形式推出的一體機(Appliance)是最受青睞的一種。由於一體機的發展,已經轉向MPP架構,因此,使用者可以漸進式導入,後續再視巨量資料發展需求彈性調整,除了可以橫向擴充提升系統效能之外,也可以針對非結構資料處理,另外搭配Hadoop專屬平臺來處理。目前各個資料廠商已經逐步向Hadoop靠攏,並且從分庭抗禮轉為相互依賴的發展格局,Hadoop一體機因此相繼問世,對使用者來說,將可降低部署Hadoop叢集的門檻。
Introduce Microsoft's Generative AI application tools and provide examples of their use in the medical field. The presentation is given by Raymond Tsai, a Principal Technical Program Manager of Azure HPC & AI Engineering group.
18. 將資料轉換為智能及決策之 PaaS 服務
Intelligence
Dashboards &
Visualizations
Information
Management
Big Data Stores Machine Learning
and Analytics
CortanaEvent Hubs
HDInsight
(Hadoop and
Spark)
Stream
Analytics
Data Intelligence Action
People
Automated
Systems
Apps
Web
Mobile
Bots
Bot
Framework
SQL Data
WarehouseData Catalog
Data Lake
Analytics
Data Factory
Machine
Learning
Data Lake Store
Cognitive
Services
Power BI
Data
Sources
Apps
Sensors
and
devices
Data
19.
20.
21.
22. 2015 System
Human Error Rate 4%
Speech Recognition could reach human parity in the next 3 years
23.
24.
25.
26. Roll your own with REST APIs
Simple to add: just a few lines of
code required
Integrate into the language and
platform of your choice
Breadth of offerings helps you find the
right API for your app
Built by experts in their field from
Microsoft Research, Bing, and Azure
Machine Learning
Quality documentation, sample
code, and community support
Easy Flexible Tested
GET A
KEY
69. Microsoft Bot Builder (SDKs)
Microsoft Bot Directory
Knowledge & Intelligence Services
VisionWeb Search
Language Speech Knowledge
…ML
Public APIs (Cognitive Services)
Dialog Manager
Knowledge &
Action Graph Entity
Private APIs
Microsoft Bot Connector 4
3
2
1
Add smarts to your bot
Build a great bot
Make your bot discoverable
Connect your bot to channels
ConversationasaPlatform
Conversation as a Platform