USENIX | The Advanced Computing Systems Association

Optimizing Resource Allocation in Hyperscale Datacenters: Scalability, Usability, and Experiences

Kumar N, Ruiz PMauri, Menon V, Kabiljo I, Pundir M, Newell A, Lee D, Wang L, Tang C. 2024. Optimizing Resource Allocation in Hyperscale Datacenters: Scalability, Usability, and Experiences. 18th USENIX Symposium on Operating Systems Design and Implementation (OSDI 24). :507--528.

2024 {USENIX} Annual Technical Conference ({USENIX} {ATC} 24)

[Anonymous]. 2024. 2024 {USENIX} Annual Technical Conference ({USENIX} {ATC} 24). 2024 USENIX Annual Technical Conference (USENIX ATC 24).

Pecan: {Cost-Efficient} {ML} Data Preprocessing with Automatic Transformation Ordering and Hybrid Placement

Graur D, Mraz O, Li M, Pourghannad S, Thekkath CA, Klimovic A. 2024. Pecan: {Cost-Efficient} {ML} Data Preprocessing with Automatic Transformation Ordering and Hybrid Placement. 2024 USENIX Annual Technical Conference (USENIX ATC 24). :649--665.

{OPER}: {Optimality-Guided} Embedding Table Parallelization for Large-scale Recommendation Model

Wang Z, Wang Y, Feng B, Huang G, Mudigere D, Muthiah B, Li A, Ding Y. 2024. {OPER}: {Optimality-Guided} Embedding Table Parallelization for Large-scale Recommendation Model. 2024 USENIX Annual Technical Conference (USENIX ATC 24). :667--682.

{MAGPY}: Compiling Eager Mode {DNN} Programs by Monitoring Execution States

Zhang C, Dong R, Wang H, Zhong R, Chen J, Zhai J. 2024. {MAGPY}: Compiling Eager Mode {DNN} Programs by Monitoring Execution States. 2024 USENIX Annual Technical Conference (USENIX ATC 24). :683--698.

{Quant-LLM}: Accelerating the Serving of Large Language Models via {FP6-Centric} {Algorithm-System} {Co-Design} on Modern {GPUs}

Xia H, Zheng Z, Wu X, Chen S, Yao Z, Youn S, Bakhtiari A, Wyatt M, Zhuang D, Zhou Z et al.. 2024. {Quant-LLM}: Accelerating the Serving of Large Language Models via {FP6-Centric} {Algorithm-System} {Co-Design} on Modern {GPUs}. 2024 USENIX Annual Technical Conference (USENIX ATC 24). :699--713.

{QDSR}: Accelerating Layer-7 Load Balancing by Direct Server Return with {QUIC}

Wei Z, Wang Z, Li Q, Yang Y, Luo C, Wang F, Jiang Y, Yang S, Yuan Z. 2024. {QDSR}: Accelerating Layer-7 Load Balancing by Direct Server Return with {QUIC}. 2024 USENIX Annual Technical Conference (USENIX ATC 24). :715--730.

Evaluating Chiplet-based {Large-Scale} Interconnection Networks via {Cycle-Accurate} {Packet-Parallel} Simulation

Feng Y, Wei Y, Xiang D, Ma K. 2024. Evaluating Chiplet-based {Large-Scale} Interconnection Networks via {Cycle-Accurate} {Packet-Parallel} Simulation. 2024 USENIX Annual Technical Conference (USENIX ATC 24). :731--747.

{Config-Snob}: Tuning for the Best Configurations of Networking Protocol Stack

Bin-Yahya M, Zhao Y, Shafieirad H, Ho A, Yin S, Wang F, Li G. 2024. {Config-Snob}: Tuning for the Best Configurations of Networking Protocol Stack. 2024 USENIX Annual Technical Conference (USENIX ATC 24). :749--765.

Conspirator: {SmartNIC-Aided} Control Plane for Distributed {ML} Workloads

Xiao Y, Tootaghaj DZad, Dhakal A, Cao L, Sharma P, Kuzmanovic A. 2024. Conspirator: {SmartNIC-Aided} Control Plane for Distributed {ML} Workloads. 2024 USENIX Annual Technical Conference (USENIX ATC 24). :767--784.

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