Looking for a single fiber media converter for fiber optic service level agreement requirements or a single fiber media converter for fiber optic network fault tolerance?

Versitron provides robust, reliable solutions engineered for uptime, stability, and performance in demanding fiber networks.

Ideal for mission-critical environments and high-availability infrastructure.

#Versitron #FiberOptics #MediaConverter #SingleFiber #NetworkReliability #FaultTolerance

What is Erasure Coding โ€“ A Shield Against Data Loss

Erasure Coding (erasure code) is a data protection mechanism that protects against data loss by breaking data items, such as files, into fragments, calculating additional data pieces (parity information), and storing them across a set of independent locations or storage media. For decades, traditional methods like replication have been the go-to solution for protecting against data loss or corruption. In recent years, however, a more efficient and resource-friendly technique has become more [โ€ฆ]

https://www.simplyblock.io/blog/what-is-erasure-coding-a-shield-against-data-loss/

๐Ÿ”ฅ Behold the #PyTorch blog masterpiece: "Fault Tolerant #Llama Training" - because who doesn't love 2000 failures every 15 seconds? ๐Ÿ˜‚๐Ÿ’ฅ Forget checkpoints, because llamas are clearly bred for #chaos on a Crusoe L40S! ๐Ÿ™„โœจ
https://pytorch.org/blog/fault-tolerant-llama-training-with-2000-synthetic-failures-every-15-seconds-and-no-checkpoints-on-crusoe-l40s/ #Training #FaultTolerance #MachineLearning #HackerNews #ngated
Fault Tolerant Llama: training with 2000 synthetic failures every ~15 seconds and no checkpoints on Crusoe L40S โ€“ PyTorch

Circuit Breaker Policy Fine-tuning Best Practice - .NET Blog

Summary of some best practice and insights about circuit breaker resilience policy fine-tuning.

.NET Blog

Building Resilient Data Pipelines: The Power of Idempotency

Presented by
Mihir Kavatkar

#PyConUS #Python #DataEngineering #FaultTolerance

The Goal Of Quantum Computing Beyond NISQ: Megaquop Milestone Says Preskill

The development of quantum computing is moving beyond its current noisy intermediate-scale stage, known as NISQ, towards a more robust and reliable era of fault-tolerant quantum computing. According to John Preskill, the originator of the term NISQ, this next stage will require using quantum error-correcting codes to achieve commercially viable applications. In a recent talk at Q2B, John Preskill spoke about what comes after the NISQ era: Megaquop.

Quantum Zeitgeist

#CellBasedArchitecture is revolutionizing the way we build resilient systems. This architecture enables each cell to manage its resources and make decisions autonomously by emphasizing core principles such as isolation, autonomy & replication.

#Observability for cell-based architecture requires a tailored approach to address the unique challenges and opportunities presented by this distributed system design.

#InfoQ article by Yury Niรฑo Roa: https://bit.ly/40i72G6

#DistributedSystems #Resilience #Microservices #FaultTolerance

Taking Advantage of Cell-Based Architectures to Build Resilient and Fault-Tolerant Systems

Cell-based architectures offer a robust approach to building resilient systems. Observability for cell-based architecture requires a tailored approach to address unique challenges and opportunities.

InfoQ
Distributed Systems Design: Patterns and Practices

In todayโ€™s world of massive-scale applications and services, distributed systems have become the backbone of modern computing. They enable applications to handle vast amounts of data, remain resilient in the face of failures, and deliver high performance across the globe. However, designing these systems is not a trivial task. It involves understanding complex principles and implementing robust patterns to ensure they meet the desired specifications. In this blog post, weโ€™ll dive deeper into the core principles and patterns of distributed system design, covering consistency models, the CAP theorem, fault tolerance, and essential patterns like Saga, Circuit Breaker, and Bulkhead.

To help improve stability we're deploying a chaos monkey. It's a barbary macaque and should regain consciousness later this afternoon.

#engineering #ops #chaosmonkey #faulttolerance #downtime

#Google's secret to a reliable Spanner database is #ChaosTesting!

Find out how they use it to inject faults into production-like instances and stress the system's ability to behave correctly in the face of unexpected failures.

Explore the details on #InfoQ: https://bit.ly/3yyhMV8

#ChaosEngineering #DevOps #Reliability #FaultTolerance #Testing

How Google Does Chaos Testing to Improve Spanner's Reliability

To ensure their Spanner database keeps working reliably, Google engineers use chaos testing to inject faults into production-like instances and stress the system's ability to behave in a correct way i

InfoQ