Gongcheng Kexue Yu Jishu/Advanced Engineering Science

Alert fatigue in cloud operations engineering is a measurable reliability risk: sustained high-volume notification processing degrades engineer response quality, increases Mean Time to Resolve (MTTR), and contributes to on-call attrition among experienced staff. Existing Artificial Intelligence for IT Operations (AIOps) tooling improves detection quality but does not address the notification deliv...

Modern enterprise streaming platforms increasingly adopt a hybrid architecture in which a real-time OLAP store serves sub-second dashboards and a parallel open lakehouse table serves long-horizon analytics, audit, and machine-learning training. Both tiers receive the same source events through a dual-write fan-out and must remain mutually consistent under continuous load, partial failures, and out...

Post-pick order accuracy verification in pharmaceutical and medical device distribution is a regulatory and operational imperative, yet standard SAP Extended Warehouse Management (EWM) does not embed a scan-verified audit step within the physical pick execution sequence. Verification is typically handled as a downstream quality control function, introducing time lag, duplicate handling, and potent...

Content optimization at internet scale requires decision-making systems that continuously reallocate traffic in response to live reward signals rather than waiting for fixed-horizon experiments to conclude. This article documents the architecture, algorithmic design, and production deployment of a Batched Thompson Sampling (bTS) platform serving 100 million users at 80,000 requests per second acro...

Industrial maintenance facilities managing large non-stock material portfolios face a persistent architectural gap: standard Extended Warehouse Management (EWM) cross-docking does not natively support cost-object allocation -- the direct linkage of inbound materials to Plant Maintenance Orders, Network Orders, Work Breakdown Structure (WBS) Elements, and Cost Centers at the point of goods receipt....

Enterprise traffic engineering architectures depend on the coordinated operation of DNS-based global routing and load balancer-based application delivery to maintain service continuity under infrastructure failure conditions. Conventional approaches implement these two tiers as independent systems, each making routing decisions without real-time visibility into the other's operational state a stru...

The modern AI agent has outgrown the language model that gave rise to it. Where earlier systems were measured by their ability to predict the next token in a sequence, today's agents reason through multi-step problems, invoke external tools, browse live web environments, execute and debug code, and refine their plans in response to real-world feedback. These capabilities do not come from any singl...

Financial exclusion remains a structural barrier to economic participation for approximately 1.3 billion adults globally, compounded by the rapid growth of gig and contract work that creates irregular income patterns incompatible with traditional financial service designs. This article examines how three convergent technologies real-time payment infrastructure, open banking frameworks, and AI-pow...

Power-system modernization increasingly depends on artificial intelligence (AI), digital twins, and continuous operational visibility to maintain resilience, reliability, and situational awareness across evolving grid environments. This paper presents DEVOPS-GRID, a DevOps-driven operating model for intelligent power systems that integrates infrastructure automation, observability, deployment gove...

Enterprise financial platforms now distribute payment processing, account servicing, and regulatory reporting across dozens of discrete microservices—a decomposition that delivers deployment agility at the cost of compounding failure risk. When a clearing network dependency degrades, insufficient fault isolation allows thread pool exhaustion to spread from payment initiation services into fraud sc...