AI Briefing
AWS Tech Blog (Korea) news
The latest AI and developer news from AWS Tech Blog (Korea), with short summaries.
Visit website →NEWDining Brands Group Automates Demand Forecasting with SageMaker Canvas Without Data Scientists
Achieved 90% forecast accuracy for three fresh meat items and automated the manual ordering process.
NEWKB Securities Cuts Tokens by 35.9% and Costs by 15.8% Using Amazon Bedrock-Based Context Tier-Routing
Cloud API costs were reduced by 15.8% through a policy that minimizes model switching.
NEWAV 3.0 Data Pipeline: The 8-Stage Autonomous Driving Development Structure Presented by AWS and NVIDIA
As the autonomous driving competition shifts from model performance to the speed of data relearning, AWS and NVIDIA have presented an 8-stage pipeline to address this.
Preparing for CMMC Level 2 Certification with AWS: A Guide for Domestic Defense Companies
CMMC Level 2 preparation is possible using FedRAMP-certified commercial US regions, addressing 110 requirements
Eugene Group Conducts and Validates PoC Converting Building Materials Distribution Data to Knowledge Graph Using Amazon Neptune and Bedrock
Eugene Group conducted a PoC to convert building materials distribution data into a knowledge graph using Amazon Neptune and Bedrock, validating the effectiveness of seven business CQs.
GameDuo cuts game server observability costs by more than half with Amazon EC2-based ClickStack
GameDuo reduced observability costs by more than half and extended log retention to 180 days by migrating to ClickStack.
Smilegate cuts SQL Server migration effort by 77% with AWS Transform and Claude Code
The combination of AWS Transform and Claude Code reduced migration effort by 77% compared to the conventional approach.
Woongjin ThinkB Big Builds Integrated Agent Platform with Amazon Bedrock AgentCore and EKS
Built an integrated agent platform where the process from saving settings to making an agent callable takes approximately 2 minutes and 10 seconds.
Comparing Local, Embedded, and On-Demand Execution of PennyLane-Based QAOA
We ran QAOA code in three environments to verify cost convergence and differences in billing structures.
Encoded: In-Depth Analysis of MPI/OpenMP Parallelization Tuning for AWS HPC WRF Simulations
Encoded confirmed that increasing MPI ranks in WRF simulations causes performance degradation.
AWS and OpenAI Preview Managed Agent Service BMA
AWS has released BMA, a service that manages OpenAI agent operations, in preview.
How to Apply DLP Policies by Integrating Amazon Bedrock Guardrails with Claude Enterprise
Combines custom rules and Bedrock Guardrails to block DLP-violating requests in Claude Enterprise.
Analysis of Amazon Bedrock AgentCore Runtime's microVM Isolation Principles and Selection Criteria
We confirmed cost savings by reducing system call overhead to runc levels through microVM isolation and implementing non-billing for idle CPU.
PickTmap Mobility Automates Identification of 77% of Incident Root Causes with AWS DevOps Agent
In 526 investigations over 7 weeks, 77% of root causes were identified, reducing engineers' MTTR.
Configuring a Bedrock AgentCore Deployment Pipeline with Amazon EKS GitOps
In the GitOps-based AgentCore deployment demo, all 94 requests succeeded.
CJ Olive Networks Builds Enterprise-Wide LLM Gateway Based on AWSome AI Gateway
CJ Olive Networks secured both control and convenience for enterprise AI usage through an AWS-based LLM Gateway.
Ablely Manages AI Agent Workload Lifecycle with Amazon EKS-Based Agent Sandbox
Ablely managed the lifecycle of AI agent workloads using Amazon EKS and Agent Sandbox.
CJ Logistics Overseas IDC Migration to AWS Part 2: 150-Minute Cutover Target and 3-Year Cost Parity
CJ Logistics migrated its overseas IDC to AWS, achieving 3-year cost parity while targeting a 150-minute cutover.
CJ Logistics Overseas IDC AWS Migration Part 1: Dependency Analysis and Landing Zone Design
CJ Logistics established the foundation for its overseas IDC AWS migration by analyzing 3.5 million communication logs.
Configuring Bedrock AgentCore Runtime V2 Agents with AWS Lambda Web Functions BFF and Cost Analysis
Web Functions BFF configuration is 49 times cheaper per month than Event Functions, with idle memory management being the key to cost.