2021-01-19 Alluxio KeyNote.

1 .

2 . 范斌 创始成员 开源副总裁 

3 .

4 .THE JOURNEY TO A FRAGMENTED DATA WORLD 

5 .THE JOURNEY TO A FRAGMENTED DATA WORLD 

6 .THE JOURNEY TO A FRAGMENTED DATA WORLD 

7 .

8 .DATA PLATFORMS ARE COMPLEX 

9 .DATA PLATFORMS ARE COMPLEX 

10 .DATA PLATFORMS ARE COMPLEX 

11 . DATA SILOS ACROSS DATA CENTERS, REGIONS, CLOUDS PRIVATE DATA CENTERS Hive REGION A DATACENTER 1 ALLUXIO 11 

12 . DATA SILOS ACROSS DATA CENTERS, REGIONS, CLOUDS PRIVATE DATA CENTERS Hive REGION A DATACENTER 1 REGION B DATACENTER 2 ALLUXIO 12 

13 . DATA SILOS ACROSS DATA CENTERS, REGIONS, CLOUDS REGION A PRIVATE DATA CENTERS Hive REGION A DATACENTER 1 REGION B DATACENTER 2 ALLUXIO 13 

14 . DATA SILOS ACROSS DATA CENTERS, REGIONS, CLOUDS ERROR PRONE AND NETWORK INTENSIVE DATA COPIES REGION A REGION B PRIVATE DATA CENTERS Hive REGION A DATACENTER 1 REGION B DATACENTER 2 ALLUXIO 14 

15 .

16 .A DATA ORCHESTRATION APPROACH 

17 .Thousands OF COMPANIES USING ALLUXIO ALLUXIO 17 

18 . Core Feature 1: Distributed Caching A C A B Big Data ETL Alluxio Server Alluxio Server Alluxio Server Big Data Query A B C / path1 / file1 Model Training Object Store / path2 / file2 

19 . Core Feature 2: Flexible APIs HDFS Big Data ETL compatible API Alluxio Server Alluxio Server Alluxio Server Big Data Query POSIX Model Training Object Store 

20 . Core Feature 3: Unified Namespace Big Data ETL Alluxio Server Alluxio Server Alluxio Server Big Data Query Model Training Object Store HDFS 

21 . COMPANIES USING ALLUXIO TECHNOLOGY OTHERS FINANCIAL SERVICES INTERNET PUBLIC CLOUD PROVIDERS TELCO & MEDIA GENERAL E-COMMERCE LEARN MORE 

22 .DATA ORCHESTRATION WITHIN A SINGLE DATACENTER OR CLOUD REGION USE CASE 01: CLOUD USE CASE 02: ON PREM Consistent SLAs, Performance, and Speed-up analytics on on-prem Cost Savings on cloud storage object stores PUBLIC CLOUD ON PREMISE Tensorflow Spark Alluxio Alluxio OR OR 

23 .https://www.alluxio.io/resources/videos/speeding-up-spark -performance-using-alluxio-at-china-unicom/ 

24 . ○ ○ ○ https://www.alluxio.io/resources/videos/enterprise-distributed-query-servic e-powered-by-presto-alluxio-across-clouds-at-walmartlabs/ 

25 .Growing Workloads 

26 .○ ○ ○ ○ ○ ○ 

27 .Alluxio & AI w/ K8s • Machine Learning & AI runs on Data Lakes • Compared to Data Analytics, AI workloads have different characteristics, but a similar mismatch between compute and storage ○ Access Pattern - Repeated access on a dataset ○ Dataset - Many small files ○ Preferred API - Posix Filesystem ○ Workload Regularity - Predictable, bulk access 

28 .

29 .by Google/OpenSSF (https://github.com/ossf/criticality_score)