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Elasticity policies and state migration
Vasiliki (Vasia) Kalavri
vkalavri@bu.edu
Streaming applications are long-running
• Workload will change
• Conditions might change
• State is accumulated over time terminate processes
• Adjust dataflow channels and network connections
• Re-partition and migrate state in a consistent manner
• Block and unblock computations to ensure result correctness
## Automatic Re-configuration requires state migration with correctness guarantees.
## State migration
## State migration strategies
## • Stop-and-restart
• halt the whole computation, take a state snapshot of all operators
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THE STATE OF GO
What’s New since Go 1.20
白明 Tony Bai
《Go语言精进之路》作者 tonybai.com博主
那段时间错过的Go版本
2022.3 Go 1.18 泛型落地
2022.8 Go 1.19 修订Go内存模型文档、支持Soft memory limit
2023.3 Go 1.20 引入Profile-Guided Optimizations
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## State of the UI: Leveraging Kubernetes Dashboard and Shaping its Future
Spencer Sugarman
UX Researcher, Google
Dan Romlein
UX Designer, Google
## Talk Goals
1. What Dashboard is and why you should OAuth2 support kind/feature lifecycle/frozen
#3148 opened on Jul 16 by SerialVelocity
Angular Migration: State Management kind/feature lifecycle/frozen
#3133 opened on Jul 7 by austbot
Support metrics
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Analytics Spring 2020
2/25: State Management
Vasiliki (Vasia) Kalavri
vkalavri@bu.edu
## State in dataflow computations
Any non-trivial streaming
computation maintains state:
• rolling aggregations
jpg)
## Streaming state
## Unmanaged
• No explicit state primitives
- Users define state using arbitrary types
- The system is unaware of which parts of an operator constitute state
## Managed
• Explicit Explicit state primitives including state types and interfaces
- The system is aware of state and can transparently checkpoint it, restore it, re-scale it
;
UpdatePairingStateTmp(newState);
}
#define UpdatePairingState(state) UpdatePairingStateLog(state, __FILE__, __LINE__);
### BTPairingViewModel.cpp
### BTPairingViewModel.cpp
## Use
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Delete Action
• 3.x Migration Guide
• 3.10 Migration Guide
• 3.10 Migration Guide
• 3.9 Migration Guide
• 3.9 Migration Guide
• 3.8 Migration Guide
• 3 3.8 Migration Guide
• 3.7 Migration Guide
• 3.7 Migration Guide
• 3.6 Migration Guide
• 3.6 Migration Guide
3.5 Migration Guide
3.5 Migration Guide
3.4 Migration Guide
3.4 Migration Guide
3.3 Migration Guide
3.3 Migration Guide
3.2 Migration Guide
3.2 Migration Guide
3.1 Migration Guide
3.0 Migration Guide
3.0 Migration Guide
3.0 Migration Guide
New
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Template
• Update Validation Rules for Articles
• Add Delete Action
• Migration Guides
• 4.0 Upgrade Guide
• Fix Deprecation Warnings
• Upgrade to PHP Application.php
• 4.0 Migration Guide
• Deprecated Features Removed
• Deprecations
• Breaking Changes
■ New Features
• 4.1 Migration Guide
• Upgrading to 4 New Features
• 4.2 Migration Guide
• Upgrading to 4.2.0
• Deprecations
• Behavior Changes
• Breaking Changes
• New Features
• 4.3 Migration Guide
• Upgrading
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clearer.
#### 5.2. What to Report
The most important thing to remember about bug reporting is to
state all the facts and only facts. Do not speculate what you think went wrong, what “it seemed to do”, output, this would be a good time to start doing so.
• The output you expected is very important to
state. If you just write “This command gives me that output.” or “This is not what I expected.”, we might temp_hi = temp_hi - 2, temp_lo = temp_lo - 2
WHERE date > '1994-11-28';
Look at the new
state of the data:
SELECT * FROM weather;
| city | temp_lo | temp_hi 0 码力 |
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