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Product Release Overview
Alluxio 2.9
Multi-Cluster Syncing, Efficient Operations, Data API, and more
Nov 2022
Strong Demand For Simplification
Agility across private,
hybrid or multi-cloud
APPLICATION
PORTABILITY
Efficiently serve data to
analytics & AI
DATA ACCESS
ACROSS SILOS
≈
2
Isolation when
expanding to new apps
MULTI-TENANT
ISOLATION
MEET ALLUXIO
Data API, Data Cache, Data Tiering
HDFS Interface S3 Interface
POSIX Interface
Java File API
HDFS Driver Azure Driver
GCS Driver
S3 Driver
v v
DATACENTER 2
DATACENTER 1
Hive
MULTI-CLOUD ANALYTICS & AI PLATFORM
Example Solution Architecture with Alluxio
Unified
Namespace
Application portability across
compute & cloud
For Ex: SQL applications running in
one env can be migrated to a different
compute in another env
≈
No-copy Data Access across silos
For multiple instances of compute,
whether ephemeral or elastic
Whatʼs New in Alluxio 2.9
Multi-tenant & Multi-Environment Consistency
1. Cross-cluster Synchronization
Resource Efficiency
2. Paging Storage on Workers (Preview)
Application Portability
3. Flexible Access Control with S3 Data API
Efficient Operations
4. Kubernetes Operator
5. Master Health Status
ALLUXIO 5
ALLUXIO 6
Enables
• Isolation across tenants for agility
How
• Satellite Alluxio Clusters as an
popular way for splitting resources
across tenants
Whatʼs New
• Scalable metadata synchronization
across multiple consumers
• Reduced synchronization load on data
lake storage with each new tenant
Cross-cluster Synchronization
SCENARIO 1: MULTI-TENANT ISOLATION
Tenant 1 Tenant 2 Tenant 3
Across
Any Env
Sync Sync
Alluxio Alluxio Alluxio
2.9
ALLUXIO 7
Enables
• Platform elasticity across
environments
How
• Port Compute Clusters across
environments for additional capacity
Whatʼs New
• Consistent view of data across
environment
Cross-cluster Synchronization
SCENARIO 2: MULTI-ENVIRONMENT CONSISTENCY
2.9
Env 1 Env 2
Sync
Alluxio Alluxio
ALLUXIO 8
Scenario
• Two Alluxio clusters and a shared synchronized S3 bucket
Cluster Membership Master
alluxio-start.sh cross_cluster_master
Cluster 1
alluxio.master.cross.cluster.id=C1
alluxio.master.cross.cluster.rpc.addresses=master-hostname1:20009
alluxio.user.file.writetype.default=CACHE_THROUGH
alluxio.master.mount.table.root.cross.cluster=true
alluxio.master.mount.table.root.ufs=s3://my-bucket
Cluster 2
alluxio.master.cross.cluster.id=C2
alluxio.master.cross.cluster.rpc.addresses=master-hostname1:20009
alluxio.user.file.writetype.default=CACHE_THROUGH
alluxio.master.mount.table.root.cross.cluster=true
alluxio.master.mount.table.root.ufs=s3://my-bucket
Cross-cluster Synchronization
GETTING STARTED
2.9
New Stateless Process
ALLUXIO 9
Enables
• Reduced infrastructure costs
How
• Fine-grained paging-level (e.g. 1 MB) storage
representation for caching on Alluxio workers as an
alternative to block-based storage (e.g. 64 MB)
What to Expect
• Lower space utilization with reduced amplification of data
in cache
• Depending on workload the amplification can be brought
down from 3x (for block-based storage) to 1.3x (w/ paging)
Paging Storage (Preview)
RESOURCE EFFICIENCY
Multiple
Alluxio
2.9
ALLUXIO 10
Enables
• A secure Data API across data sources
How
• Northbound S3 API for a variety of applications & compute
Whatʼs New
• Open authentication protocol to integrate with environment agnostic
identity management systems (such as PingFederate)
• Ex: User & Resource Attribute Based Access Control for more flexible policies
using Open Policy Agent (OPA)
Flexible Access Control with S3 Data API
APPLICATION PORTABILITY
2.9
ALLUXIO 11
Enables
• Reduced Operations Costs
How
• Kubernetes CRD as the way to
manage multiple Alluxio clusters
Whatʼs New
• Phase 1: Parity with Alluxio helm
charts and logging for resource usage
across clusters
Kubernetes Operator
EFFICIENT OPERATIONS
Tenant 1 Tenant 2 Tenant 3
Sync Sync
Alluxio Alluxio Alluxio
Namespace 1 Namespace 2 Namespace 3
2.9
ALLUXIO 12
What
• New Metric: master.system.status
How
• Infer Overall State as by inspecting a combination of
resource usage & critical internal data structures
Possible Statuses
• IDLE
• ACTIVE
• STRESSED
• OVERLOADED
Master Health Status
EFFICIENT OPERATIONS
2.9
ALLUXIO 13
Enables
• Agility, lower people & infra cost
How
• With the increase in number of Alluxio
clusters across environments, weʼre
improving both:
(a) people efficiency with better
management tooling, and
(b) resource efficiency with I/O
optimizations
2.9 Summary
USE CASE: HYBRID AND MULTI-CLOUD
Tenant 1 Tenant 2 Tenant 3
Sync Sync
Alluxio Alluxio Alluxio
2.9
Additional Resources
For more updates, check out the below resources:
1. Product Blog
2. Release Notes
a. Community Edition
b. Enterprise Edition
Free downloads of Alluxio 2.9 open source Community Edition and trials of
Alluxio Enterprise Edition are immediately available here:
https://www.alluxio.io/download/.
Questions or Feedback? Letʼs Connect on our Slack Channel
ALLUXIO 14

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Alluxio 2.9 Release Overview

  • 1. Product Release Overview Alluxio 2.9 Multi-Cluster Syncing, Efficient Operations, Data API, and more Nov 2022
  • 2. Strong Demand For Simplification Agility across private, hybrid or multi-cloud APPLICATION PORTABILITY Efficiently serve data to analytics & AI DATA ACCESS ACROSS SILOS ≈ 2 Isolation when expanding to new apps MULTI-TENANT ISOLATION
  • 3. MEET ALLUXIO Data API, Data Cache, Data Tiering HDFS Interface S3 Interface POSIX Interface Java File API HDFS Driver Azure Driver GCS Driver S3 Driver
  • 4. v v DATACENTER 2 DATACENTER 1 Hive MULTI-CLOUD ANALYTICS & AI PLATFORM Example Solution Architecture with Alluxio Unified Namespace Application portability across compute & cloud For Ex: SQL applications running in one env can be migrated to a different compute in another env ≈ No-copy Data Access across silos For multiple instances of compute, whether ephemeral or elastic
  • 5. Whatʼs New in Alluxio 2.9 Multi-tenant & Multi-Environment Consistency 1. Cross-cluster Synchronization Resource Efficiency 2. Paging Storage on Workers (Preview) Application Portability 3. Flexible Access Control with S3 Data API Efficient Operations 4. Kubernetes Operator 5. Master Health Status ALLUXIO 5
  • 6. ALLUXIO 6 Enables • Isolation across tenants for agility How • Satellite Alluxio Clusters as an popular way for splitting resources across tenants Whatʼs New • Scalable metadata synchronization across multiple consumers • Reduced synchronization load on data lake storage with each new tenant Cross-cluster Synchronization SCENARIO 1: MULTI-TENANT ISOLATION Tenant 1 Tenant 2 Tenant 3 Across Any Env Sync Sync Alluxio Alluxio Alluxio 2.9
  • 7. ALLUXIO 7 Enables • Platform elasticity across environments How • Port Compute Clusters across environments for additional capacity Whatʼs New • Consistent view of data across environment Cross-cluster Synchronization SCENARIO 2: MULTI-ENVIRONMENT CONSISTENCY 2.9 Env 1 Env 2 Sync Alluxio Alluxio
  • 8. ALLUXIO 8 Scenario • Two Alluxio clusters and a shared synchronized S3 bucket Cluster Membership Master alluxio-start.sh cross_cluster_master Cluster 1 alluxio.master.cross.cluster.id=C1 alluxio.master.cross.cluster.rpc.addresses=master-hostname1:20009 alluxio.user.file.writetype.default=CACHE_THROUGH alluxio.master.mount.table.root.cross.cluster=true alluxio.master.mount.table.root.ufs=s3://my-bucket Cluster 2 alluxio.master.cross.cluster.id=C2 alluxio.master.cross.cluster.rpc.addresses=master-hostname1:20009 alluxio.user.file.writetype.default=CACHE_THROUGH alluxio.master.mount.table.root.cross.cluster=true alluxio.master.mount.table.root.ufs=s3://my-bucket Cross-cluster Synchronization GETTING STARTED 2.9 New Stateless Process
  • 9. ALLUXIO 9 Enables • Reduced infrastructure costs How • Fine-grained paging-level (e.g. 1 MB) storage representation for caching on Alluxio workers as an alternative to block-based storage (e.g. 64 MB) What to Expect • Lower space utilization with reduced amplification of data in cache • Depending on workload the amplification can be brought down from 3x (for block-based storage) to 1.3x (w/ paging) Paging Storage (Preview) RESOURCE EFFICIENCY Multiple Alluxio 2.9
  • 10. ALLUXIO 10 Enables • A secure Data API across data sources How • Northbound S3 API for a variety of applications & compute Whatʼs New • Open authentication protocol to integrate with environment agnostic identity management systems (such as PingFederate) • Ex: User & Resource Attribute Based Access Control for more flexible policies using Open Policy Agent (OPA) Flexible Access Control with S3 Data API APPLICATION PORTABILITY 2.9
  • 11. ALLUXIO 11 Enables • Reduced Operations Costs How • Kubernetes CRD as the way to manage multiple Alluxio clusters Whatʼs New • Phase 1: Parity with Alluxio helm charts and logging for resource usage across clusters Kubernetes Operator EFFICIENT OPERATIONS Tenant 1 Tenant 2 Tenant 3 Sync Sync Alluxio Alluxio Alluxio Namespace 1 Namespace 2 Namespace 3 2.9
  • 12. ALLUXIO 12 What • New Metric: master.system.status How • Infer Overall State as by inspecting a combination of resource usage & critical internal data structures Possible Statuses • IDLE • ACTIVE • STRESSED • OVERLOADED Master Health Status EFFICIENT OPERATIONS 2.9
  • 13. ALLUXIO 13 Enables • Agility, lower people & infra cost How • With the increase in number of Alluxio clusters across environments, weʼre improving both: (a) people efficiency with better management tooling, and (b) resource efficiency with I/O optimizations 2.9 Summary USE CASE: HYBRID AND MULTI-CLOUD Tenant 1 Tenant 2 Tenant 3 Sync Sync Alluxio Alluxio Alluxio 2.9
  • 14. Additional Resources For more updates, check out the below resources: 1. Product Blog 2. Release Notes a. Community Edition b. Enterprise Edition Free downloads of Alluxio 2.9 open source Community Edition and trials of Alluxio Enterprise Edition are immediately available here: https://www.alluxio.io/download/. Questions or Feedback? Letʼs Connect on our Slack Channel ALLUXIO 14