· devops
Launching EC2 instances within a VPC (along with Wizard)
!Cover image for Launching EC2 instances within a VPC along with Wizardhttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,format=a...
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- · devops
[Paper] SkyNomad: On Using Multi-Region Spot Instances to Minimize AI Batch Job Cost
AI batch jobs such as model training, inference pipelines, and data analytics require substantial GPU resources and often need to finish before a deadline. Spot...
- · devops
CKA HANDS-ON LABS
Topic Coverage - Startup / Readiness / Liveness Probes - ConfigMaps - Secrets - Configuration mistakes & fixes Environment - Minikube - kubectl - Local machine...
- · devops
Project: One App — Three Probes — Real Failures
Aisalkyn Aidarova !Aisalkyn Aidarovahttps://media2.dev.to/dynamic/image/width=50,height=50,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.a...
- · devops
[Paper] BlazeAIoT: A Modular Multi-Layer Platform for Real-Time Distributed Robotics Across Edge, Fog, and Cloud Infrastructures
The increasing complexity of distributed robotics has driven the need for platforms that seamlessly integrate edge, fog, and cloud computing layers while meetin...
- · devops
[Paper] Rethinking Inter-Process Communication with Memory Operation Offloading
As multimodal and AI-driven services exchange hundreds of megabytes per request, existing IPC runtimes spend a growing share of CPU cycles on memory copies. Alt...
- · devops
DeepSeek to Unfurl AI Model with Enhanced Coding Capabilities in February: Report
DeepSeek is preparing to launch its next-generation artificial intelligence AI model, V4, in mid-February, according to a report in The Information, citing two...
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Kubernetes v1.35: Restricting executables invoked by kubeconfigs via exec plugin allowList added to kuberc
Kubernetes v1.35 introduces a credential plugin policy and allowlist that let you restrict which executables defined in a kubeconfig’s exec plugin can be run by...
- · devops
Snowflake Plans $1B Acquisition of Observe to Expand AI-Powered Observability
Snowflake has signed an agreement to acquire observability startup Observe, moving to fold AI-driven telemetry analysis directly into its AI Data Cloud as enter...
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[Paper] Multi-Modal Style Transfer-based Prompt Tuning for Efficient Federated Domain Generalization
Federated Domain Generalization (FDG) aims to collaboratively train a global model across distributed clients that can generalize well on unseen domains. Howeve...
- · devops
Importance of Observability in the DevSecOps Pipeline: Enhancing Security, Compliance, and Collaboration
In today’s rapidly developing software world, security cannot be an afterthought. DevSecOps, the integration of security practices into every phase of DevOps, r...
- · devops
From Reactive to Predictive: Capacity Planning Systems That Actually Work
I used to think capacity planning was about setting up CloudWatch alarms and hoping they’d fire before things broke. Spoiler: that’s not capacity planning—that’...