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| Approach | Target Platform | Fault Types | Intrusiveness | Adaptivity | |----------|----------------|-------------|---------------|------------| | (Netflix) | Cloud VMs/Containers | Process/Pod termination | Low (API‑based) | None | | FI‑Tool (Intel) | x86 Simulators | CPU, cache, memory | High (simulation) | Static | | GEM5 | Architectural simulators | Micro‑architectural | Very high | None | | Eclipse DEFT | Embedded RTOS | ISR delays, memory corruption | Medium (source instrumentation) | None | | SAPHIRE | Distributed systems | Network partitions | Low (iptables) | Static (pre‑defined) | | MURTAD‑FIXI | Heterogeneous edge nodes | Software, network, hardware, power | Very low (eBPF & containers) | RL‑based, dynamic | murtad fixi pdf
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