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NGINX Announces Eight Solutions that Let Developers Run Safely with Scissors

2020-09-16 KENNETH 0

NGINX Announces Eight Solutions that Let Developers Run Safely with Scissors Technology is hard. As technologists, I think we like it that way. It’s built‑in job security, right? Well, unfortunately, the modern application world has become unproductively hard. We need to make it easier. That’s why I like describing the current developer paradox as the need to run safely with scissors. NGINX Balances Developer Choice with Infrastructure Guardrails Running with scissors is a simple metaphor for what is the admittedly difficult ask we make of software engineers. Developers need to run. Time to market and feature velocity are critical to the success of digital businesses. As a result, we don’t want to encumber developers with processes or technology choices that slow them down. Instead we empower them to pick tools and stacks that let them deliver code to customers as [ more… ]

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The Essence of Sprint is Speed

2020-09-16 KENNETH 0

The Essence of Sprint is Speed We’re living in interesting, albeit challenging, times. This year set a new standard for change that saw both our professional and personal lives transformed almost overnight. The global pandemic has fueled a radical departure from established initiatives, bringing the rate at which businesses are able to adapt and respond even more sharply into focus. The message is clear: Speed will be key for modern organizations that not only want to survive – but thrive – in the future. Digital Is Table Stakes – Speed Is the Differentiator At this point, it’s fair to say that every business is a digital business. Going digital is no longer an option, but a critical factor to meeting consumer expectations. But beyond simply delivering digital services and goods, companies have to ensure they give customers a great experience. Today’s consumers [ more… ]

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USN-4495-1: Apache Log4j vulnerability

2020-09-15 KENNETH 0

USN-4495-1: Apache Log4j vulnerability It was discovered that Apache Log4j does not properly deserialize untrusted data. An attacker could possibly use this issue to remotely execute arbitrary code. (CVE-2019-17571) Source: USN-4495-1: Apache Log4j vulnerability

Amazon Forecast로 MLOps를 적용한 AI 기반의 예측 자동화 구축하기

2020-09-15 KENNETH 0

Amazon Forecast로 MLOps를 적용한 AI 기반의 예측 자동화 구축하기 이 글은 Amazon Forecast를 사용하여 구축된 예측 모델을 개발하고 시각화하기 위한 MLOps (Machine Learning Operations) 파이프라인을 생성하는 방법을 안내합니다.  기계 학습(Machine Learning, ML) 워크로드는 확장이 필요하기 때문에 서로 다른 이해 관계자 간의 사일로를 없애고 비즈니스 가치를 파악하는 것이 중요합니다. MLOps 모델은 데이터 사이언스, 프로덕션 및 운영 팀이 자동화된 워크플로우 전반에 걸쳐서 원활하게 협력을 가능하게 하며, 문제없는 구현과 효율적이며 지속적인 모니터링을 보장하게 합니다. 소프트웨어 개발에서 말하는 데브옵스(DevOps) 모델과 마찬가지로, MLOps 모델은 ML의 코드를 빌드하고 ML 도구와 프레임워크 전반에 걸쳐 통합하는데 도움을 줍니다. 사용자 코드를 재작성하거나 기존 인프라를 고려할 필요 없이 데이터 파이프라인을 자동화, 운영 및 모니터링할 수 있습니다. MLOps는 기존 분산된 스토리지 및 인프라의 처리 과정을 확장하여 ML 모델을 규모에 맞게 배치하고 관리할 수 있도록 지원합니다. 또한 구성 전체의 모든 모델에 대해서 시간에 따른 드리프트를 중앙에서 추적 및 시각화가 가능하며 자동으로 데이터 [ more… ]

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USN-4494-1: GUPnP vulnerability

2020-09-15 KENNETH 0

USN-4494-1: GUPnP vulnerability It was discovered that GUPnP incorrectly handled certain subscription requests. A remote attacker could possibly use this issue to exfiltrate data or use GUPnP to perform DDoS attacks. Source: USN-4494-1: GUPnP vulnerability