USENIX | The Advanced Computing Systems Association

Harmonizing Efficiency and Practicability: Optimizing Resource Utilization in Serverless Computing with Jiagu

Liu Q, Yang Y, Du D, Xia Y, Zhang P, Feng J, Larus JR, Chen H. 2024. Harmonizing Efficiency and Practicability: Optimizing Resource Utilization in Serverless Computing with Jiagu. 2024 USENIX Annual Technical Conference (USENIX ATC 24). :1--17.

{ALPS}: An Adaptive Learning, Priority {OS} Scheduler for Serverless Functions

Fu Y, Shi R, Wang H, Chen S, Cheng Y. 2024. {ALPS}: An Adaptive Learning, Priority {OS} Scheduler for Serverless Functions. 2024 USENIX Annual Technical Conference (USENIX ATC 24). :19--36.

Starburst: A Cost-aware Scheduler for Hybrid Cloud

Luo M, Zhuang S, Vengadesan S, Bhardwaj R, Chang J, Friedman E, Shenker S, Stoica I. 2024. Starburst: A Cost-aware Scheduler for Hybrid Cloud. 2024 USENIX Annual Technical Conference (USENIX ATC 24). :37--57.

{StreamBox}: A Lightweight {GPU} {SandBox} for Serverless Inference Workflow

Wu H, Yu Y, Deng J, Ibrahim S, Wu S, Fan H, Cheng Z, Jin H. 2024. {StreamBox}: A Lightweight {GPU} {SandBox} for Serverless Inference Workflow. 2024 USENIX Annual Technical Conference (USENIX ATC 24). :59--73.

Power-aware Deep Learning Model Serving with {μ-Serve}

Qiu H, Mao W, Patke A, Cui S, Jha S, Wang C, Franke H, Kalbarczyk Z, Başar T, Iyer RK. 2024. Power-aware Deep Learning Model Serving with {μ-Serve}. 2024 USENIX Annual Technical Conference (USENIX ATC 24). :75--93.

Fast Inference for Probabilistic Graphical Models

Jiang J, Wen Z, Mansoor A, Mian A. 2024. Fast Inference for Probabilistic Graphical Models. 2024 USENIX Annual Technical Conference (USENIX ATC 24). :95--110.

{Cost-Efficient} Large Language Model Serving for Multi-turn Conversations with {CachedAttention}

Gao B, He Z, Sharma P, Kang Q, Jevdjic D, Deng J, Yang X, Yu Z, Zuo P. 2024. {Cost-Efficient} Large Language Model Serving for Multi-turn Conversations with {CachedAttention}. 2024 USENIX Annual Technical Conference (USENIX ATC 24). :111--126.

{PUZZLE}: Efficiently Aligning Large Language Models through {Light-Weight} Context Switch

Lei K, Jin Y, Zhai M, Huang K, Ye H, Zhai J. 2024. {PUZZLE}: Efficiently Aligning Large Language Models through {Light-Weight} Context Switch. 2024 USENIX Annual Technical Conference (USENIX ATC 24). :127--140.

{ScalaAFA}: Constructing {User-Space} {All-Flash} Array Engine with Holistic Designs

Yi S, Pan X, Li Q, Li Q, Wang C, Mao B, Jung M, Zhang J. 2024. {ScalaAFA}: Constructing {User-Space} {All-Flash} Array Engine with Holistic Designs. 2024 USENIX Annual Technical Conference (USENIX ATC 24). :141--156.

{FastCommit}: resource-efficient, performant and cost-effective file system journaling

Shirwadkar H, Kadekodi S, Tso T. 2024. {FastCommit}: resource-efficient, performant and cost-effective file system journaling. 2024 USENIX Annual Technical Conference (USENIX ATC 24). :157--171.

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