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속성:Applicability

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transparently exploiting device reserved memory for application performance in mobile systems 43e55454 +
Camera, codec, GPU용 contiguous reserved memory가 큰 mobile 또는 embedded system에 해당한다.  +
twinpilots a new computing paradigm for gpu cpu parallel llm inference aa39d085 +
Single-server LLM inference with GPU-memory-constrained models. Limits: Evidence is tied to one CPU/GPU server and selected models; gains depend on operator balance and host memory bandwidth.  +
twob a two tier web browser architecture optimized for mobile network 1b67a324 +
mobile edge proxy와 protocol split 설계에 해당한다.  +
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ufs bbe26b78 +
UFS를 탑재한 메모리 제약형 모바일·엣지 장치의 LLM 추론.  +
ugache a unified gpu cache for embedding based deep learning 227e7c8f +
GNN 학습과 추천 임베딩 추론. Limits: 읽기 전용·편향·예측 가능한 임베딩 접근과 단일 노드 다중 GPU를 전제한다.  +
understanding and mitigating covert and side channel vulnerabilities introduced by rowhammer def 0e272653 +
DRAM systems deploying stateful or throttling-based RowHammer defenses. Limits: Channel feasibility and mitigation overhead depend on the specific defense and platform; arXiv versions report different older rates.  +
understanding silent data corruptions in a large production cpu population 56bebc4c +
Hyperscale CPU qualification, fleet monitoring, and SDC mitigation. Limits: Production data and CPU population are provider-specific; sensitive rates and all sampling biases are not exposed in the abstract.  +
unfaasner latency and cost aware offloading of functions from serverless platforms bc32c3a4 +
하이브리드·멀티클라우드 서버리스. Limits: 신뢰 가능한 잉여 컴퓨트, pub/sub, 지연·가용성 예측이 필요하다.  +
unicom a universally high performant i o completion mechanism for modern computer systems 9172fe3e +
CPU load가 크게 변하는 Linux direct-I/O storage path와 low-latency NVMe workload에 적용합니다. Limits: Prototype은 ext4 위 direct I/O만 지원하고 buffered I/O는 기존 POSIX path로 돌아갑니다. 전용 completion core 하나를 사용하며 단일 completion thread의 측정 상한은 약 1.82 MIOPS입니다. 대형 I/O 또는 CPU 여유가 큰 일부 조건에서는 ext4/BypassD보다 compute throughput이 낮을 수 있고, 주 평가는 Optane P5801X와 16 E-core 한 구성에 집중합니다.  +
unimem redesigning disaggregated memory within a unified local remote memory hierarchy 4e1d18c6 +
Cache-coherent disaggregated-memory systems. Limits: The accessible official abstract does not name every workload or comparator; benefits depend on coherence and topology.  +
usher holistic interference avoidance for resource optimized ml inference 74231fc1 +
Large multi-model GPU inference fleets with latency SLOs. Limits: Estimator and heuristic accuracy depend on model/operator mix, workload stationarity, GPU architecture, and SLOs.  +
using one sided rdma reads to build a fast cpu efficient key value store 64f77356 +
RDMA read-heavy KV·metadata service. Limits: 읽기 중심이며 2013년 RDMA 하드웨어·업데이트 경로 결과라 현대 비교가 필요하다.  +
utopia fast and efficient address translation via hybrid restrictive flexible virtual to physica 796873cf +
Translation-intensive CPUs and large-memory applications. Limits: Results rely on architectural simulation and restrictive-segment allocation; sharing and fragmentation can reduce eligibility.  +
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vfpio a virtual i o abstraction for fpga accelerated i o devices dcc63d73 +
Multi-tenant FPGA-accelerated I/O services. Limits: Requires FPGA integration and trusted scheduling policy; evidence is tied to U280/Coyote and evaluated interfaces.  +
virtual asymmetric multiprocessor for interactive performance of consolidated desktops ec394686 +
VDI·멀티테넌트 데스크톱에서 대화형 QoS와 백그라운드 처리량의 명시적 trade-off를 설계할 때 직접 적용 가능하다.  +
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wasp workload aware self replicating page tables for numa servers cd871a6f +
대형 NUMA 서버 OS. Limits: 두 플랫폼과 선정 workload 중심이며 indicator 임계값에 민감하고 초록에 정확한 개선 수치가 없다.  +
we ain t afraid of no file fragmentation causes and prevention of its performance impact on mode 9a366dfb +
플래시 SSD 파일시스템·FTL 공동 설계. Limits: 컨트롤러/NVMe 변경과 SSD 매핑 정보가 필요하다.  +
what you cant forget exploiting parallelism for zoned namespaces 8d6c7c8e +
서지 추적과 후속 원문 확보 작업에만 적용한다. Limits: Only canonical publisher metadata was accessible; method and evaluation are intentionally unresolved.  +
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xfaas hyperscale and low cost serverless functions at meta bffb729a +
하이퍼스케일 사내 서버리스 플랫폼. Limits: Meta 비공개 환경 중심이고 공개 재현 가능한 baseline·정량 수치가 제한적이다.  +
xrp in kernel storage functions with ebpf 49cdd043 +
Storage engines with short, data-dependent lookup chains on NVMe. Limits: Logic is constrained by eBPF verification and kernel-state interfaces; exact evaluation details were not extracted.  +
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