USENIX | The Advanced Computing Systems Association

Vulcan: Automatic Query Planning for Live {ML} Analytics

Zhang Y, Zhang X, Ananthanarayanan G, Iyer A, Shu Y, Bahl V, Z. Mao M, Chowdhury M. 2024. Vulcan: Automatic Query Planning for Live {ML} Analytics. 21st USENIX Symposium on Networked Systems Design and Implementation (NSDI 24). :1385--1402.

{CASSINI}: {Network-Aware} Job Scheduling in Machine Learning Clusters

Rajasekaran S, Ghobadi M, Akella A. 2024. {CASSINI}: {Network-Aware} Job Scheduling in Machine Learning Clusters. 21st USENIX Symposium on Networked Systems Design and Implementation (NSDI 24). :1403--1420.

Towards {Domain-Specific} Network Transport for Distributed {DNN} Training

Wang H, Tian H, Chen J, Wan X, Xia J, Zeng G, Bai W, Jiang J, Wang Y, Chen K. 2024. Towards {Domain-Specific} Network Transport for Distributed {DNN} Training. 21st USENIX Symposium on Networked Systems Design and Implementation (NSDI 24). :1421--1443.

Swing: Short-cutting Rings for Higher Bandwidth Allreduce

De Sensi D, Bonato T, Saam D, Hoefler T. 2024. Swing: Short-cutting Rings for Higher Bandwidth Allreduce. 21st USENIX Symposium on Networked Systems Design and Implementation (NSDI 24). :1445--1462.

{LitePred}: Transferable and Scalable Latency Prediction for {Hardware-Aware} Neural Architecture Search

Feng C, Zhang LLyna, Liu Y, Xu J, Zhang C, Wang Z, Cao T, Yang M, Tan H. 2024. {LitePred}: Transferable and Scalable Latency Prediction for {Hardware-Aware} Neural Architecture Search. 21st USENIX Symposium on Networked Systems Design and Implementation (NSDI 24). :1463--1477.

Harmonic: Hardware-assisted {RDMA} Performance Isolation for Public Clouds

Lou J, Kong X, Huang J, Bai W, Kim NSung, Zhuo D. 2024. Harmonic: Hardware-assisted {RDMA} Performance Isolation for Public Clouds. 21st USENIX Symposium on Networked Systems Design and Implementation (NSDI 24). :1479--1496.

{LDB}: An Efficient Latency Profiling Tool for Multithreaded Applications

Cho I, Park SJin, Saeed A, Alizadeh M, Belay A. 2024. {LDB}: An Efficient Latency Profiling Tool for Multithreaded Applications. 21st USENIX Symposium on Networked Systems Design and Implementation (NSDI 24). :1497--1510.

{UFO}: The Ultimate {QoS-Aware} Core Management for Virtualized and Oversubscribed Public Clouds

Peng Y, Chen S, Zhao Y, Yu Z. 2024. {UFO}: The Ultimate {QoS-Aware} Core Management for Virtualized and Oversubscribed Public Clouds. 21st USENIX Symposium on Networked Systems Design and Implementation (NSDI 24). :1511-1530.

{GRACE}: {Loss-Resilient} {Real-Time} Video through Neural Codecs

Cheng Y, Zhang Z, Li H, Arapin A, Zhang Y, Zhang Q, Liu Y, Du K, Zhang X, Yan FY et al.. 2024. {GRACE}: {Loss-Resilient} {Real-Time} Video through Neural Codecs. 21st USENIX Symposium on Networked Systems Design and Implementation (NSDI 24). :509--531.

{LiFteR}: Unleash Learned Codecs in Video Streaming with Loose Frame Referencing

Chen B, Yan Z, Zhang Y, Yang Z, Nahrstedt K. 2024. {LiFteR}: Unleash Learned Codecs in Video Streaming with Loose Frame Referencing. 21st USENIX Symposium on Networked Systems Design and Implementation (NSDI 24). :533--548.

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