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| Timestamp (UTC) | Event Type | Description | Impact | Mitigation / Resolution | |-----------------|------------|-------------|--------|--------------------------| | 02:12:07 | Warning | JVM heap usage reached 78 % | No immediate impact | Auto‑scaling triggered; heap expanded by 256 MB | | 02:22:34 | Info | Scheduled health‑check ping succeeded | N/A | N/A | | 02:28:45 | Error | HTTP 504 Gateway Timeout (2 occurrences) | Affected ~0.02 % of requests | Retries succeeded; no manual intervention required |

| | New Real‑World Demands | |----------------------|----------------------------| | CPU‑Centric : JIT assumes scalar cores. | Heterogeneous : GPUs, TPUs, FPGAs, and high‑core‑count CPUs. | | Blocking I/O : Classic java.io and NIO. | Zero‑Copy, 10‑GbE+ networking, RDMA, NVMe‑over‑Fabric. | | Garbage‑Collected Only : Stop‑the‑world pauses. | Real‑Time Guarantees : Sub‑millisecond latency, deterministic GC. | | UI via Swing/AWT : Limited DPI support. | High‑Definition (HD) UI : 4K‑plus, 60‑120 fps, variable refresh. | | Monolithic Deployment : EAR/WAR bundles. | Serverless & Edge : Functions that start in < 5 ms. |

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