속성:Applicability
이 메모가 맞는 조건과 예외를 적습니다.
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Checkpoint, journaling, compaction이 foreground request와 경합하는 database 및 key-value store에 높다. +
공간·분석 데이터 ingest KV.
Limits: 효과가 spatial locality에 의존하고 일반 YCSB에서는 우위가 작다. +
ETL, ML 파이프라인, stateful serverless DAG.
Limits: annotation 정확성과 외부 부작용의 멱등성·커밋 가정에 의존한다. +
exploiting asymmetric cpu performance for fast startup of subsystem in mobile smart devices c00616ec +
느린 dedicated subsystem core와 빠른 application CPU가 공존하는 mobile SoC boot 또는 startup 경로에 해당한다. +
장시간 GPU batch/HPC job을 호스팅하는 VM 환경에 해당하며, fine-grained multi-tenant inference에는 그대로 일반화할 수 없다. +
Persistent-memory, CXL-memory, and other high-latency memory filesystems with controllable on-chip DMA.
Limits: Only an official institutional summary is preserved, so exact workloads, baselines, and all quantitative breakdowns remain unverified. +
Applications that need in-process programmable extensions at low latency.
Limits: Constrained by eBPF/verifier expressiveness and MPK availability; exact overhead was not extracted. +
extmem enabling application aware virtual memory management for data intensive applications 8a6dc0e4 +
Data-intensive Linux applications needing custom allocation, migration, or reclamation.
Limits: Applications must supply useful policy semantics; correctness and benefit remain policy- and backend-dependent. +
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faasmem improving memory efficiency of serverless computing with memory pool architecture b6ab9eec +
Serverless/FaaS clusters with a remote memory pool.
Limits: Relies on function lifetime/access regularity, remote-memory bandwidth, and evaluated serverless workloads. +
Low-latency core scheduling and colocated services on UINTR/MPK-capable CPUs.
Limits: Requires userspace interrupts, MPK, shared-process abstractions, and constrained syscall behavior; numeric evaluation not verified. +
Linux networking, observability, and in-kernel extension frameworks.
Limits: Runtime checks, cancellation, and verifier assumptions remain in the TCB; full upstream integration is incomplete. +
On-device LLM inference on SoCs with CPU, GPU, and NPU.
Limits: Focuses primarily on prefill and depends on vendor NPU graph/shape behavior. +
Linux tracing, observability, and security instrumentation.
Limits: Needs toolchain/kernel-layout changes; some code and architectures remain unsupported. +
Linux VM prefetch experimentation and workload-specific deployment.
Limits: The demonstrated domain is prefetching; eBPF verifier and helper interfaces bound policy expressiveness. +
웹·블록·객체 캐시.
Limits: 결과는 트레이스와 캐시 크기에 의존하고 모든 워크로드에서 우세하지는 않다. +
다단계 LSM-tree의 filter-block cache miss 경로. +
Multi-tenant cloud SSD virtualization and programmable storage.
Limits: RL behavior depends on training coverage, reward tuning, trace stationarity, programmable-device features, and SLO definitions. +
Linux heterogeneous/tiered-memory systems.
Limits: Tuning and gains depend on hardware counters, memory topology, migration costs, and workload phase length. +
following the data not the function rethinking function orchestration in serverless computing 5edeca75 +
데이터 집약 serverless workflow.
Limits: 새 bucket/trigger 프로그래밍 모델 도입이 필요하고 정확한 수치는 초록에 없다. +
DRAM-less UFS/eMMC 설계와 host-managed flash metadata 가속에 높음; 상용 적용에는 firmware 변경 필요. +