nexus/sreweekly/markdown/105/07-machine-learning-drives-changing-disaster-recovery-at-facebook.md

# Machine Learning Drives Changing Disaster Recovery At Facebook

- **期号**: SRE Weekly Issue #105（2018-01-14）
- **作者**: —
- **链接**: https://www.nextplatform.com/2018/01/10/machine-learning-drives-changing-disaster-recovery-facebook/

## 简介

Just to be clear, this is about how critical it is that Facebook keep their machine learning applications running, rather than using machine learning to design disaster recovery solutions.

## 正文

## Broadcom Rides Rocketing Trend For Custom AI Accelerators

September 10, 2026

![](https://image.nextplatform.com/1684467.jpg?imageId=1684467&panox=0.00&panoy=0.00&panow=100.00&panoh=100.00&heightx=0.00&heighty=0.00&heightw=100.00&heighth=100.00&width=960&height=500&format=webp&format=jpg) 

                
                
    
        
                
                
                
                
                
                
                
                
            
                
                
            
            
        
        
                
                    
        

## Nvidia Expands Its Open Source AI Presence With $12.9 Billion Hugging Face Buy

September 3, 2026

![](https://image.nextplatform.com/238588.jpg?imageId=238588&panox=0.00&panoy=7.24&panow=100.00&panoh=85.52&heightx=0.00&heighty=7.24&heightw=100.00&heighth=85.52&width=960&height=432&format=webp&format=jpg) 

                
                
    
        
                
                
                
                
                
                
                
                
            
                
                
            
            
        
        
                
                    
        

## Optics Still Driving Marvell’s AI Business More Than Custom Chips

September 2, 2026

![](https://image.nextplatform.com/5213795.jpg?imageId=5213795&panox=0.00&panoy=0.00&panow=100.00&panoh=100.00&heightx=0.00&heighty=0.00&heightw=100.00&heighth=100.00&width=960&height=432&format=webp&format=jpg) 

                
                
    
        
                
                
                
                
                
                
                
                
            
                
                
            
            
        
        
                
                    
        

## VMware Intros Private AI Cloud, AI Factory As Workloads Shift To On-Prem

September 1, 2026

![](https://image.nextplatform.com/1683267.jpg?imageId=1683267&panox=0.00&panoy=0.00&panow=100.00&panoh=100.00&heightx=0.00&heighty=0.00&heightw=100.00&heighth=100.00&width=960&height=500&format=webp&format=jpg) 

                
                
    
        
                
                
                
                
                
                
                
                
            
                
                
            
            
        
        
                
                    
        

## In The Long Run, Nvidia NVSwitch Is The InfiniBand Of Scale Up AI Networks

August 31, 2026

![](https://image.nextplatform.com/1632356.jpg?imageId=1632356&panox=0.00&panoy=0.00&panow=100.00&panoh=100.00&heightx=0.00&heighty=0.00&heightw=100.00&heighth=100.00&width=960&height=500&format=webp&format=jpg) 

                
                
    
        
                
                
                
                
                
                
                
                
            
                    
[COMPUTE](https://www.nextplatform.com/compute/2026/08/27/peeling-apart-that-supposed-120-billion-chip-deal-google-inked-with-marvell/5292984)
                
                
            
            
        
        
                
                    
        

## Peeling Apart That Supposed $120 Billion Chip Deal Google Inked With Marvell

August 27, 2026

![](https://image.nextplatform.com/1656515.jpg?imageId=1656515&panox=0.00&panoy=0.00&panow=100.00&panoh=100.00&heightx=0.00&heighty=0.00&heightw=100.00&heighth=100.00&width=960&height=558&format=webp&format=jpg) 

                
                
    
        
                
                
                
                
                
                
                
                
            
                
                
            
            
        
        
                
                    
        

## IBM Pushes System Design To Reach Ultra-Cold Temperatures For Quantum

August 19, 2026

![](https://image.nextplatform.com/5289724.jpg?imageId=5289724&panox=0.00&panoy=0.00&panow=100.00&panoh=100.00&heightx=0.00&heighty=0.00&heightw=100.00&heighth=100.00&width=960&height=414&format=webp&format=jpg) 

                
                
    
        
                
                
                
                
                
                
                
                
            
                
                
            
            
        
        
                
                    
        

## Cerebras Overclocks WSE-3 Waferscale Engine To Boost Inference Oomph In “Nexus” CS-4

August 19, 2026

![](https://image.nextplatform.com/5289403.jpg?imageId=5289403&panox=0.00&panoy=0.00&panow=100.00&panoh=100.00&heightx=0.00&heighty=0.00&heightw=100.00&heighth=100.00&width=960&height=414&format=webp&format=jpg) 

                
                
    
        
                
                
                
                
                
                
                
                
            
                
                
            
            
        
        
                
                    
        

## Quantum Startup Qarakal Takes Lessons From Classical Systems With Pangaea Architecture

August 18, 2026

![](https://image.nextplatform.com/5289282.jpg?imageId=5289282&panox=0.00&panoy=0.00&panow=100.00&panoh=100.00&heightx=0.00&heighty=0.00&heightw=100.00&heighth=100.00&width=960&height=414&format=webp&format=jpg) 

                
                
    
        
                
                
                
                
                
                
                
                
            
                    
[CONNECT](https://www.nextplatform.com/connect/2026/08/17/cisco-can-finally-sell-lots-of-supercomputers-and-their-networks/5288804)
                
                
            
            
        
        
                
                    
        

## Cisco Can Finally Sell Lots Of Supercomputers And Their Networks

August 17, 2026

![](https://image.nextplatform.com/5288807.jpg?imageId=5288807&panox=0.00&panoy=0.00&panow=100.00&panoh=100.00&heightx=0.00&heighty=0.00&heightw=100.00&heighth=100.00&width=960&height=500&format=webp&format=jpg) 

                
                
    
        
                
                
                
                
                
                
                
                
            
                    
[CLOUD](https://www.nextplatform.com/cloud/2026/08/14/the-neoclouds-build-cash-hoards-faster-than-revenues/5288040)
                
                
            
            
        
        
                
                    
        

## The Neoclouds Build Cash Hoards Faster Than Revenues

August 14, 2026

![Through a new collaboration, CoreWeave and NVIDIA are accelerating the buildout of AI factories to meet enterprise demand.](https://image.nextplatform.com/4091849.jpg?imageId=4091849&panox=0.00&panoy=0.00&panow=100.00&panoh=100.00&heightx=0.00&heighty=0.00&heightw=100.00&heighth=100.00&width=960&height=500&format=webp&format=jpg) 

                
                
    
        
                
                
                
                
                
                
                
                
            
                    
[AI](https://www.nextplatform.com/ai/2026/08/13/the-war-between-open-source-open-weight-and-closed-ai-models/5287504)
                
                
            
            
        
        
                
                    
        

## The War Between Open Source, Open Weight, And Closed AI Models

August 13, 2026

![](https://image.nextplatform.com/1683111.jpg?imageId=1683111&panox=0.00&panoy=0.00&panow=100.00&panoh=100.00&heightx=0.00&heighty=0.00&heightw=100.00&heighth=100.00&width=960&height=500&format=webp&format=jpg) 

[COMPUTE](https://www.nextplatform.com/compute/2026/08/13/the-genai-boom-will-lift-supermicro-but-it-will-lift-others-too/5287161)
        
                
                
    
        
                
                
                
                
                
                
                
                
            
                
                
            
            
        
        
                
                    
        

## The GenAI Boom Will Lift Supermicro, But It Will Lift Others, Too

August 13, 2026

![](https://image.nextplatform.com/1647566.jpg?imageId=1647566&panox=0.00&panoy=0.00&panow=100.00&panoh=100.00&heightx=0.00&heighty=0.00&heightw=100.00&heighth=100.00&width=960&height=432&format=webp&format=jpg) 

                
                
    
        
                
                
                
                
                
                
                
                
            
                
                
            
            
        
        
                
                    
        

## Nvidia Drives Bang For The Buck With New GenAI Model And Router

August 11, 2026

![](https://image.nextplatform.com/5217573.jpg?imageId=5217573&panox=0.00&panoy=0.00&panow=100.00&panoh=100.00&heightx=0.00&heighty=0.00&heightw=100.00&heighth=100.00&width=960&height=432&format=webp&format=jpg) 

[connect](https://www.nextplatform.com/connect/2026/08/10/as-ai-networks-scale-in-three-directions-so-does-arista/5285500)
        
                
                
    
        
                
                
                
                
                
                
                
                
            
                
                
            
            
        
        
                
                    
        

## As AI Networks Scale In Three Directions, So Does Arista

August 10, 2026

![](https://image.nextplatform.com/5235296.jpg?imageId=5235296&panox=0.00&panoy=0.00&panow=100.00&panoh=100.00&heightx=0.00&heighty=0.00&heightw=100.00&heighth=100.00&width=960&height=432&format=webp&format=jpg) 

[ai](https://www.nextplatform.com/cloud/2026/08/06/google-builds-a-new-gemini-model-team-as-ai-investments-accelerate/5284258)
        
                
                
    
        
                
                
                
                
                
                
                
                
            
                
                
            
            
        
        
                
                    
        

## Google Builds A New Gemini Model Team As AI Investments Accelerate

August 6, 2026

![](https://image.nextplatform.com/5219193.jpg?imageId=5219193&panox=0.00&panoy=0.00&panow=100.00&panoh=100.00&heightx=0.00&heighty=0.00&heightw=100.00&heighth=100.00&width=960&height=432&format=webp&format=jpg) 

                
                
    
        
                
                
                
                
                
                
                
                
            
                    
[CLOUD](https://www.nextplatform.com/cloud/2026/08/04/why-shouldnt-amazon-spinoff-aws-and-annapurna-labs/5282586)
                
                
            
            
        
        
                
                    
        

## Why Shouldn’t Amazon Spinoff AWS And Annapurna Labs?

August 4, 2026

![](https://image.nextplatform.com/158969.jpg?imageId=158969&panox=0.00&panoy=0.00&panow=100.00&panoh=100.00&heightx=0.00&heighty=0.00&heightw=100.00&heighth=100.00&width=960&height=500&format=webp&format=jpg) 

                
                
    
        
                
                
                
                
                
                
                
                
            
                    
[COMPUTE](https://www.nextplatform.com/compute/2026/07/31/ibm-three-demonstrations-prove-quantum-advantage-has-been-reached/5282091)
                
                
            
            
        
        
                
                    
        

## IBM: Three Demonstrations Prove Quantum Advantage Has Been Reached

August 1, 2026

![](https://image.nextplatform.com/5282107.jpg?imageId=5282107&panox=0.00&panoy=0.00&panow=100.00&panoh=100.00&heightx=0.00&heighty=0.00&heightw=100.00&heighth=100.00&width=960&height=500&format=webp&format=jpg) 

                
                
    
        
                
                
                
                
                
                
                
                
            
                    
[CLOUD](https://www.nextplatform.com/cloud/2026/07/31/ai-dominates-the-microsoft-conversation-but-not-the-companys-business/5281992)
                
                
            
            
        
        
                
                    
        

## AI Dominates The Microsoft Conversation, But Not The Company’s Business

July 31, 2026

![](https://image.nextplatform.com/4092396.jpg?imageId=4092396&panox=0.00&panoy=0.00&panow=100.00&panoh=100.00&heightx=0.00&heighty=0.00&heightw=100.00&heighth=100.00&width=960&height=500&format=webp&format=jpg) 

                
                
    
        
                
                
                
                
                
                
                
                
            
                    
[COMPUTE](https://www.nextplatform.com/compute/2026/07/30/just-how-rosy-are-those-ai-infrastructure-spending-forecasts/5281473)
                
                
            
            
        
        
                
                    
        

## Just How Rosy Are Those AI Infrastructure Spending Forecasts?

July 31, 2026

![](https://image.nextplatform.com/5214671.jpg?imageId=5214671&panox=0.00&panoy=0.00&panow=100.00&panoh=100.00&heightx=0.00&heighty=0.00&heightw=100.00&heighth=100.00&width=960&height=500&format=webp&format=jpg)