- 2023
- Xinkai Wang
, Hao He
, Yuancheng Li
, Chao Li
, Xiaofeng Hou
, Jing Wang
, Quan Chen
, Jingwen Leng
, Minyi Guo
, Leibo Wang
:
Not All Resources are Visible: Exploiting Fragmented Shadow Resources in Shared-State Scheduler Architecture. SoCC 2023: 109-124 - Andrew Audibert
, Yang Chen
, Dan Graur
, Ana Klimovic
, Jirí Simsa, Chandramohan A. Thekkath
:
tf.data service: A Case for Disaggregating ML Input Data Processing. SoCC 2023: 358-375 - Frederic Boesel
, Livio Schläpfer
, Haris Pozidis
, Mitch Gusat
:
Multivariate Anomaly Detection with Domain Clustering. SoCC 2023: 193-199 - Binghao Chen
, Han Zhao
, Weihao Cui
, Yifu He
, Shulai Zhang
, Quan Chen
, Zijun Li
, Minyi Guo
:
Maximizing the Utilization of GPUs Used by Cloud Gaming through Adaptive Co-location with Combo. SoCC 2023: 265-280 - Runxiang Cheng
, Chris Cai
, Selman Yilmaz
, Rahul Mitra
, Malay Bag
, Mrinmoy Ghosh
, Tianyin Xu
:
Towards GPU Memory Efficiency for Distributed Training at Scale. SoCC 2023: 281-297 - Yihua Cheng
, Hui Zhang
, Junchen Jiang
:
Online Profiling and Adaptation of Quality Sensitivity for Internet Video. SoCC 2023: 520-527 - Georgia Christofidi
, Konstantinos Papaioannou
, Thaleia Dimitra Doudali
:
Is Machine Learning Necessary for Cloud Resource Usage Forecasting? SoCC 2023: 544-554 - Tapan Chugh
, Srikanth Kandula
, Arvind Krishnamurthy
, Ratul Mahajan
, Ishai Menache
:
Anticipatory Resource Allocation for ML Training. SoCC 2023: 410-426 - Harshit Daga
, Jaemin Shin
, Dhruv Garg
, Ada Gavrilovska
, Myungjin Lee
, Ramana Rao Kompella
:
Flame: Simplifying Topology Extension in Federated Learning. SoCC 2023: 341-357 - Kuntai Du
, Yuhan Liu
, Yitian Hao
, Qizheng Zhang
, Haodong Wang
, Yuyang Huang
, Ganesh Ananthanarayanan
, Junchen Jiang
:
OneAdapt: Fast Adaptation for Deep Learning Applications via Backpropagation. SoCC 2023: 158-176 - Hong Guan
, Saif Masood
, Mahidhar Reddy Dwarampudi
, Venkatesh Gunda
, Hong Min
, Lei Yu
, Soham Nag
, Jia Zou
:
A Comparison of End-to-End Decision Forest Inference Pipelines. SoCC 2023: 200-215 - Andreas Haeberlen
, Linh Thi Xuan Phan
, Morgan McGuire
:
Metaverse as a Service: Megascale Social 3D on the Cloud. SoCC 2023: 298-307 - Md Shahriar Iqbal
, Ziyuan Zhong
, Iftakhar Ahmad
, Baishakhi Ray
, Pooyan Jamshidi
:
CAMEO: A Causal Transfer Learning Approach for Performance Optimization of Configurable Computer Systems. SoCC 2023: 555-571 - Lokesh N. Jaliminche
, Chandranil Nil Chakraborttii
, Changho Choi
, Heiner Litz
:
Enabling Multi-tenancy on SSDs with Accurate IO Interference Modeling. SoCC 2023: 216-232 - Tao Ji
, Divyanshu Saxena
, Brent E. Stephens
, Aditya Akella
:
Yama: Providing Performance Isolation for Black-Box Offloads. SoCC 2023: 572-587 - Artjom Joosen
, Ahmed Hassan
, Martin Asenov
, Rajkarn Singh
, Luke Nicholas Darlow, Jianfeng Wang
, Adam Barker
:
How Does It Function?: Characterizing Long-term Trends in Production Serverless Workloads. SoCC 2023: 443-458 - Seong-Joong Kim
, Myoungsung You
, Byung Joon Kim
, Seungwon Shin
:
Cryonics: Trustworthy Function-as-a-Service using Snapshot-based Enclaves. SoCC 2023: 528-543 - Tom Kuchler
, Michael Giardino
, Timothy Roscoe
, Ana Klimovic
:
Function as a Function. SoCC 2023: 81-92 - Fadhil I. Kurnia
, Arun Venkataramani
:
Oblivious Paxos: Privacy-Preserving Consensus Over Secret-Shares. SoCC 2023: 65-80 - Zhengyu Lei
, Xiao Shi
, Cunchi Lv
, Xiaobing Yu
, Xiaofang Zhao
:
Chitu: Accelerating Serverless Workflows with Asynchronous State Replication Pipelines. SoCC 2023: 597-610 - Ning Li
, Hong Jiang
, Hao Che
, Zhijun Wang
, Minh Q. Nguyen
, Todd Rosenkrantz
:
User Disengagement-Oriented Target Enforcement for Multi-Tenant Database Systems. SoCC 2023: 394-409 - Suyi Li
, Wei Wang
, Jun Yang
, Guangzhen Chen
, Daohe Lu
:
Golgi: Performance-Aware, Resource-Efficient Function Scheduling for Serverless Computing. SoCC 2023: 32-47 - Gang Liao
, Daniel J. Abadi
:
FileScale: Fast and Elastic Metadata Management for Distributed File Systems. SoCC 2023: 459-474 - Qingyuan Liu
, Dong Du
, Yubin Xia
, Ping Zhang
, Haibo Chen
:
The Gap Between Serverless Research and Real-world Systems. SoCC 2023: 475-485 - Jiachen Liu
, Fan Lai
, Yinwei Dai
, Aditya Akella
, Harsha V. Madhyastha
, Mosharaf Chowdhury
:
Auxo: Efficient Federated Learning via Scalable Client Clustering. SoCC 2023: 125-141 - Jianshu Liu
, Shungeng Zhang
, Qingyang Wang
:
μConAdapter: Reinforcement Learning-based Fast Concurrency Adaptation for Microservices in Cloud. SoCC 2023: 427-442 - Arshia Moghimi
, Joe Hattori
, Alexander Li
, Mehdi Ben Chikha
, Mohammad Shahrad
:
Parrotfish: Parametric Regression for Optimizing Serverless Functions. SoCC 2023: 177-192 - Yuanjiang Ni
, Pankaj Mehra
, Ethan L. Miller
, Heiner Litz
:
TMC: Near-Optimal Resource Allocation for Tiered-Memory Systems. SoCC 2023: 376-393 - Qiangyu Pei
, Yongjie Yuan
, Haichuan Hu
, Qiong Chen
, Fangming Liu
:
AsyFunc: A High-Performance and Resource-Efficient Serverless Inference System via Asymmetric Functions. SoCC 2023: 324-340 - John Thiede
, Noman Bashir
, David E. Irwin
, Prashant J. Shenoy
:
Carbon Containers: A System-level Facility for Managing Application-level Carbon Emissions. SoCC 2023: 17-31