Xiaosong Ma

ORCID

Publication Activity (10 Years)

Years Active: 1999-2023
Publications (10 Years): 41

Top Venues

CoRR

FAST

IEEE Trans. Parallel Distributed Syst.

Publications

Chaoyi Ruan, Yingqiang Zhang, Chao Bi, Xiaosong Ma, Hao Chen, Feifei Li, Xinjun Yang, Cheng Li, Ashraf Aboulnaga, Yinlong Xu
Persistent Memory Disaggregation for Cloud-Native Relational Databases. ASPLOS (3) (2023)
Bin Yang, Wei Xue, Tianyu Zhang, Shichao Liu, Xiaosong Ma, Xiyang Wang, Weiguo Liu
End-to-end I/O Monitoring on Leading Supercomputers. ACM Trans. Storage 19 (1) (2023)
Ping Gong, Yuxin Ma, Cheng Li, Xiaosong Ma, Sam H. Noh
Understand Data Preprocessing for Effective End-to-End Training of Deep Neural Networks. CoRR (2023)
Ziyue Qiu, Juncheng Yang, Juncheng Zhang, Cheng Li, Xiaosong Ma, Qi Chen, Mao Yang, Yinlong Xu
FrozenHot Cache: Rethinking Cache Management for Modern Hardware. EuroSys (2023)
Jie Zhang, Xiaosong Ma, Song Guo, Wenchao Xu
Towards Unbiased Training in Federated Open-world Semi-supervised Learning. ICML (2023)
Xiaosong Ma, Jie Zhang, Song Guo, Wenchao Xu
SwapPrompt: Test-Time Prompt Adaptation for Vision-Language Models. NeurIPS (2023)
Weiliang Ma, Qian Xiong, Xuanhua Shi, Xiaosong Ma, Hai Jin, Haozhao Kuang, Mingyu Gao, Ye Zhang, Haichen Shen, Weifang Hu
GZKP: A GPU Accelerated Zero-Knowledge Proof System. ASPLOS (2) (2023)
Jie Zhang, Xiaosong Ma, Song Guo, Wenchao Xu
Towards Unbiased Training in Federated Open-world Semi-supervised Learning. CoRR (2023)
Xiaosong Ma, Jie Zhang, Song Guo, Wenchao Xu
Layer-wised Model Aggregation for Personalized Federated Learning. CVPR (2022)
Sanjay Chawla, Preslav Nakov, Ahmed Ali, Wendy Hall, Issa Khalil, Xiaosong Ma, Husrev Taha Sencar, Ingmar Weber, Michael A. Wooldridge, Ting Yu
Ten Years after ImageNet: A 360° Perspective on AI. CoRR (2022)
Xiaosong Ma, Jie Zhang, Song Guo, Wenchao Xu
Layer-wised Model Aggregation for Personalized Federated Learning. CoRR (2022)
X. Steve Yao, Xiaosong Ma, Ting Feng
Fast optical frequency detection techniques for coherent distributed sensing and communication systems. OFC (2022)
Xiaosong Ma
Shared, High-Performance Software Components for Shared, High-Performance Hardware. CDMS@VLDB (2022)
Jie Zhang, Song Guo, Xiaosong Ma, Haozhao Wang, Wencao Xu, Feijie Wu
Parameterized Knowledge Transfer for Personalized Federated Learning. CoRR (2021)
Cheng Li, Hao Chen, Chaoyi Ruan, Xiaosong Ma, Yinlong Xu
Leveraging NVMe SSDs for Building a Fast, Cost-effective, LSM-tree-based KV Store. ACM Trans. Storage 17 (4) (2021)
Jie Zhang, Song Guo, Xiaosong Ma, Haozhao Wang, Wenchao Xu, Feijie Wu
Parameterized Knowledge Transfer for Personalized Federated Learning. NeurIPS (2021)
Tianyang Jiang, Guangyan Zhang, Zican Huang, Xiaosong Ma, Junyu Wei, Zhiyue Li, Weimin Zheng
FusionRAID: Achieving Consistent Low Latency for Commodity SSD Arrays. FAST (2021)
Xiaosong Ma, Yubo Song, Zhongwei Wang, Shang Gao, Bin Xiao, Aiqun Hu
You Can Hear But You Cannot Record: Privacy Protection by Jamming Audio Recording. ICC (2021)
Ke Yang, Xiaosong Ma, Saravanan Thirumuruganathan, Kang Chen, Yongwei Wu
Random Walks on Huge Graphs at Cache Efficiency. SOSP (2021)
Hao Chen, Chaoyi Ruan, Cheng Li, Xiaosong Ma, Yinlong Xu
SpanDB: A Fast, Cost-Effective LSM-tree Based KV Store on Hybrid Storage. FAST (2021)
Hao Chen, Ke Yang, Stefano Giovanni Rizzo, Giovanna Vantini, Phillip Taylor, Xiaosong Ma, Sanjay Chawla
QarSUMO: A Parallel, Congestion-optimized Traffic Simulator. CoRR (2020)
Hao Chen, Ke Yang, Stefano Giovanni Rizzo, Giovanna Vantini, Phillip Taylor, Xiaosong Ma, Sanjay Chawla
QarSUMO: A Parallel, Congestion-optimized Traffic Simulator. SIGSPATIAL/GIS (2020)
Guangyan Zhang, Zhufan Wang, Xiaosong Ma, Songlin Yang, Zican Huang, Weimin Zheng
Determining Data Distribution for Large Disk Enclosures with 3-D Data Templates. ACM Trans. Storage 15 (4) (2020)
Xiaowei Zhu, Marco Serafini, Xiaosong Ma, Ashraf Aboulnaga, Wenguang Chen, Guanyu Feng
LiveGraph: A Transactional Graph Storage System with Purely Sequential Adjacency List Scans. Proc. VLDB Endow. 13 (7) (2020)
Ke Yang, Mingxing Zhang, Kang Chen, Xiaosong Ma, Yang Bai, Yong Jiang
KnightKing: a fast distributed graph random walk engine. SOSP (2019)
Bin Yang, Xu Ji, Xiaosong Ma, Xiyang Wang, Tianyu Zhang, Xiupeng Zhu, Nosayba El-Sayed, Haidong Lan, Yibo Yang, Jidong Zhai, Weiguo Liu, Wei Xue
End-to-end I/O Monitoring on a Leading Supercomputer. NSDI (2019)
Xu Ji, Bin Yang, Tianyu Zhang, Xiaosong Ma, Xiupeng Zhu, Xiyang Wang, Nosayba El-Sayed, Jidong Zhai, Weiguo Liu, Wei Xue
Automatic, Application-Aware I/O Forwarding Resource Allocation. FAST (2019)
Xiaowei Zhu, Guanyu Feng, Marco Serafini, Xiaosong Ma, Jiping Yu, Lei Xie, Ashraf Aboulnaga, Wenguang Chen
LiveGraph: A Transactional Graph Storage System with Purely Sequential Adjacency List Scans. CoRR (2019)
Xiongchao Tang, Haojie Wang, Xiaosong Ma, Nosayba El-Sayed, Jidong Zhai, Wenguang Chen, Ashraf Aboulnaga
Spread-n-share: improving application performance and cluster throughput with resource-aware job placement. SC (2019)
Heng Lin, Xiaowei Zhu, Bowen Yu, Xiongchao Tang, Wei Xue, Wenguang Chen, Lufei Zhang, Torsten Hoefler, Xiaosong Ma, Xin Liu, Weimin Zheng, Jingfang Xu
ShenTu: processing multi-trillion edge graphs on millions of cores in seconds. SC (2018)
Nosayba El-Sayed, Anurag Mukkara, Po-An Tsai, Harshad Kasture, Xiaosong Ma, Daniel Sánchez
KPart: A Hybrid Cache Partitioning-Sharing Technique for Commodity Multicores. HPCA (2018)
Guangyan Zhang, Zican Huang, Xiaosong Ma, Songlin Yang, Zhufan Wang, Weimin Zheng
RAID+: Deterministic and Balanced Data Distribution for Large Disk Enclosures. FAST (2018)
Anurag Mukkara, Nathan Beckmann, Maleen Abeydeera, Xiaosong Ma, Daniel Sánchez
Exploiting Locality in Graph Analytics through Hardware-Accelerated Traversal Scheduling. MICRO (2018)
Haojie Wang, Jidong Zhai, Xiongchao Tang, Bowen Yu, Xiaosong Ma, Wenguang Chen
Spindle: Informed Memory Access Monitoring. USENIX Annual Technical Conference (2018)
Xu Ji, Chao Wang, Nosayba El-Sayed, Xiaosong Ma, Youngjae Kim, Sudharshan S. Vazhkudai, Wei Xue, Daniel Sánchez
Understanding object-level memory access patterns across the spectrum. SC (2017)
Harshad Kasture, Xu Ji, Nosayba El-Sayed, Nathan Beckmann, Xiaosong Ma, Daniel Sánchez
POSTER: Improving Datacenter Efficiency Through Partitioning-Aware Scheduling. PACT (2017)
Shuangcheng Niu, Jidong Zhai, Xiaosong Ma, Xiongchao Tang, Wenguang Chen, Weimin Zheng
Building Semi-Elastic Virtual Clusters for Cost-Effective HPC Cloud Resource Provisioning. IEEE Trans. Parallel Distributed Syst. 27 (7) (2016)
Yuanjiang Ni, Ji Jiang, Dejun Jiang, Xiaosong Ma, Jin Xiong, Yuangang Wang
S-RAC: SSD Friendly Caching for Data Center Workloads. SYSTOR (2016)
Yang Liu, Raghul Gunasekaran, Xiaosong Ma, Sudharshan S. Vazhkudai
Server-side log data analytics for I/O workload characterization and coordination on large shared storage systems. SC (2016)
Xiaowei Zhu, Wenguang Chen, Weimin Zheng, Xiaosong Ma
Gemini: A Computation-Centric Distributed Graph Processing System. OSDI (2016)
Ashwin M. Aji, Lokendra S. Panwar, Feng Ji, Karthik Murthy, Milind Chabbi, Pavan Balaji, Keith R. Bisset, James Dinan, Wu-chun Feng, John M. Mellor-Crummey, Xiaosong Ma, Rajeev Thakur
MPI-ACC: Accelerator-Aware MPI for Scientific Applications. IEEE Trans. Parallel Distributed Syst. 27 (5) (2016)
James Dinan, Wenguang Chen, Xiaosong Ma, Pavan Balaji, Satoshi Matsuoka, Jiayuan Meng, Yunquan Zhang
AsHES Introduction and Committees. IPDPS Workshops (2015)
Ye Jin, Xiaosong Ma, Mingliang Liu, Qing Liu, Jeremy Logan, Norbert Podhorszki, Jong Youl Choi, Scott Klasky
Combining Phase Identification and Statistic Modeling for Automated Parallel Benchmark Generation. SIGMETRICS (2015)
Yunyun Jiang, Xiaosong Ma, Wenguang Chen
Cost-Effective Resource Configuration for Cloud Video Streaming Services. ICPADS (2015)
Jidong Zhai, Mingliang Liu, Ye Jin, Xiaosong Ma, Wenguang Chen
Automatic Cloud I/O Configurator for I/O Intensive Parallel Applications. IEEE Trans. Parallel Distributed Syst. 26 (12) (2015)
Ye Jin, Mingliang Liu, Xiaosong Ma, Qing Liu, Jeremy Logan, Norbert Podhorszki, Jong Youl Choi, Scott Klasky
Combining phase identification and statistic modeling for automated parallel benchmark generation. PPOPP (2015)
Fei Meng, Li Zhou, Xiaosong Ma, Sandeep Uttamchandani, Deng Liu
vCacheShare: Automated Server Flash Cache Space Management in a Virtualization Environment. USENIX Annual Technical Conference (2014)
Xiaosong Ma
On the Feasibility of Data Loss Insurance for Personal Cloud Storage. HotCloud (2014)
Yang Liu, Raghul Gunasekaran, Xiaosong Ma, Sudharshan S. Vazhkudai
Automatic identification of application I/O signatures from noisy server-side traces. FAST (2014)
Jian Zhao, Pengbo Liu, Zhenan Tang, Kefeng Fan, Xiaosong Ma, Renjing Gao, Jiading Bao
A Wireless MEMS Inertial Switch for Measuring Both Threshold Triggering Acceleration and Response Time. IEEE Trans. Instrum. Meas. 63 (12) (2014)
Jidong Zhai, Jianfei Hu, Xiongchao Tang, Xiaosong Ma, Wenguang Chen
CYPRESS: Combining Static and Dynamic Analysis for Top-Down Communication Trace Compression. SC (2014)
Mingliang Liu, Ye Jin, Jidong Zhai, Yan Zhai, Qianqian Shi, Xiaosong Ma, Wenguang Chen
ACIC: automatic cloud I/O configurator for HPC applications. SC (2013)
Ashwin M. Aji, Lokendra S. Panwar, Feng Ji, Milind Chabbi, Karthik Murthy, Pavan Balaji, Keith R. Bisset, James Dinan, Wu-chun Feng, John M. Mellor-Crummey, Xiaosong Ma, Rajeev Thakur
On the efficacy of GPU-integrated MPI for scientific applications. HPDC (2013)
Zhenhuan Gong, David A. Boyuka II, Xiaocheng Zou, Qing Liu, Norbert Podhorszki, Scott Klasky, Xiaosong Ma, Nagiza F. Samatova
PARLO: PArallel Run-Time Layout Optimization for Scientific Data Explorations with Heterogeneous Access Patterns. CCGRID (2013)
Mingliang Liu, Ye Jin, Jidong Zhai, Yan Zhai, Qianqian Shi, Xiaosong Ma, Wenguang Chen
ACIC: automatic cloud I/O configurator for parallel applications. HPDC (2013)
R. Benjamin Clay, Zhiming Shen, Xiaosong Ma
Building and scaling virtual clusters with residual resources from interactive clouds. HPDC (2013)
Shuangcheng Niu, Jidong Zhai, Xiaosong Ma, Xiongchao Tang, Wenguang Chen
Cost-effective cloud HPC resource provisioning by building semi-elastic virtual clusters. SC (2013)
Feng Ji, Heshan Lin, Xiaosong Ma
RSVM: A Region-based Software Virtual Memory for GPU. PACT (2013)
Dejun Jiang, Yukun Che, Jin Xiong, Xiaosong Ma
uCache: A Utility-Aware Multilevel SSD Cache Management Policy. HPCC/EUC (2013)
Devesh Tiwari, Simona Boboila, Sudharshan S. Vazhkudai, Youngjae Kim, Xiaosong Ma, Peter Desnoyers, Yan Solihin
Active flash: towards energy-efficient, in-situ data analytics on extreme-scale machines. FAST (2013)
R. Benjamin Clay, Zhiming Shen, Xiaosong Ma
Accelerating Batch Analytics with Residual Resources from Interactive Clouds. MASCOTS (2013)
Shuangcheng Niu, Jidong Zhai, Xiaosong Ma, Mingliang Liu, Yan Zhai, Wenguang Chen, Weimin Zheng
Employing Checkpoint to Improve Job Scheduling in Large-Scale Systems. JSSPP (2012)
Devesh Tiwari, Sudharshan S. Vazhkudai, Youngjae Kim, Xiaosong Ma, Simona Boboila, Peter Desnoyers
Reducing Data Movement Costs Using Energy-Efficient, Active Computation on SSD. HotPower (2012)
Chao Wang, Sudharshan S. Vazhkudai, Xiaosong Ma, Fei Meng, Youngjae Kim, Christian Engelmann
NVMalloc: Exposing an Aggregate SSD Store as a Memory Partition in Extreme-Scale Machines. IPDPS (2012)
Heshan Lin, Xiaosong Ma, Wu-chun Feng
Reliable MapReduce computing on opportunistic resources. Clust. Comput. 15 (2) (2012)
Feng Ji, Ashwin M. Aji, James Dinan, Darius Buntinas, Pavan Balaji, Wu-chun Feng, Xiaosong Ma
Efficient Intranode Communication in GPU-Accelerated Systems. IPDPS Workshops (2012)
Xiaosong Ma, Thomas Herbst, Thomas Scheidl, Daqing Wang, Sebastian Kropatschek, William Naylor, Bernhard Wittmann, Alexandra Mech, Johannes Kofler, Elena Anisimova, Vadim Makarov, Thomas Jennewein, Rupert Ursin, Anton Zeilinger
Quantum teleportation over 143 kilometres using active feed-forward. Nat. 489 (7415) (2012)
Feng Ji, Ashwin M. Aji, James Dinan, Darius Buntinas, Pavan Balaji, Rajeev Thakur, Wu-chun Feng, Xiaosong Ma
DMA-Assisted, Intranode Communication in GPU Accelerated Systems. HPCC-ICESS (2012)
Yan Zhai, Mingliang Liu, Jidong Zhai, Xiaosong Ma, Wenguang Chen
Cloud versus in-house cluster: evaluating Amazon cluster compute instances for running MPI applications. SC State of the Practice Reports (2011)
Mingliang Liu, Jidong Zhai, Yan Zhai, Xiaosong Ma, Wenguang Chen
One optimized I/O configuration per HPC application: leveraging the configurability of cloud. APSys (2011)
Jeremy Logan, Scott Klasky, Jay F. Lofstead, Hasan Abbasi, Stéphane Ethier, Ray W. Grout, Seung-Hoe Ku, Qing Liu, Xiaosong Ma, Manish Parashar, Norbert Podhorszki, Karsten Schwan, Matthew Wolf
Skel: Generative Software for Producing Skeletal I/O Applications. e-Science Workshops (2011)
Jiangtian Li, Xiaosong Ma, Srikanth B. Yoginath, Guruprasad Kora, Nagiza F. Samatova
Transparent runtime parallelization of the R scripting language. J. Parallel Distributed Comput. 71 (2) (2011)
Heshan Lin, Xiaosong Ma, Wu-chun Feng, Nagiza F. Samatova
Coordinating Computation and I/O in Massively Parallel Sequence Search. IEEE Trans. Parallel Distributed Syst. 22 (4) (2011)
Jagan Srinivasan, Wei Wei, Xiaosong Ma, Ting Yu
EMFS: Email-based Personal Cloud Storage. NAS (2011)
Xing Wu, Karthik Vijayakumar, Frank Mueller, Xiaosong Ma, Philip C. Roth
Probabilistic Communication and I/O Tracing with Deterministic Replay at Scale. ICPP (2011)
Feng Ji, Xiaosong Ma
Using Shared Memory to Accelerate MapReduce on Graphics Processing Units. IPDPS (2011)
Heshan Lin, Xiaosong Ma, Jeremy S. Archuleta, Wu-chun Feng, Mark K. Gardner, Zhe Zhang
MOON: MapReduce On Opportunistic eNvironments. HPDC (2010)
Xiaosong Ma, Kaspar M. B. Jansen, G. Q. Zhang, Willem D. van Driel, Olaf van der Sluis, Leo J. Ernst, C. Regards, Christian Gautier, Hélène Frémont
A fast moisture sensitivity level qualification method. Microelectron. Reliab. 50 (9-11) (2010)
Min Li, Sudharshan S. Vazhkudai, Ali Raza Butt, Fei Meng, Xiaosong Ma, Youngjae Kim, Christian Engelmann, Galen M. Shipman
Functional Partitioning to Optimize End-to-End Performance on Many-core Architectures. SC (2010)
Jiangtian Li, Amey Deshpande, Jagan Srinivasan, Xiaosong Ma
Energy and performance impact of aggressive volunteer computing with multi-core computers. MASCOTS (2009)
Charles Regard, Christian Gautier, Hélène Frémont, Patrick Poirier, Xiaosong Ma, Kaspar M. B. Jansen
Fast reliability qualification of SiP products. Microelectron. Reliab. 49 (9-11) (2009)
Xiaosong Ma, Sudharshan S. Vazhkudai, Zhe Zhang
Improving Data Availability for Better Access Performance: A Study on Caching Scientific Data on Distributed Desktop Workstations. J. Grid Comput. 7 (4) (2009)
Zhe Zhang, Amit Kulkarni, Xiaosong Ma, Yuanyuan Zhou
Memory resource allocation for file system prefetching: from a supply chain management perspective. EuroSys (2009)
Jiangtian Li, Xiaosong Ma, Karan Singh, Martin Schulz, Bronis R. de Supinski, Sally A. McKee
Machine learning based online performance prediction for runtime parallelization and task scheduling. ISPASS (2009)
Zhenhuan Gong, Prakash Ramaswamy, Xiaohui Gu, Xiaosong Ma
SigLM: Signature-driven load management for cloud computing infrastructures. IWQoS (2009)
Chao Wang, Zhe Zhang, Xiaosong Ma, Sudharshan S. Vazhkudai, Frank Mueller
Improving the availability of supercomputer job input data using temporal replication. Comput. Sci. Res. Dev. 23 (3-4) (2009)
Heshan Lin, Pavan Balaji, Ruth Poole, Carlos P. Sosa, Xiaosong Ma, Wu-chun Feng
Massively parallel genomic sequence search on the Blue Gene/P architecture. SC (2008)
Zhe Zhang, Kyuhyung Lee, Xiaosong Ma, Yuanyuan Zhou
PFC: Transparent Optimization of Existing Prefetching Strategies for Multi-Level Storage Systems. ICDCS (2008)
Chao Wang, Zhe Zhang, Sudharshan S. Vazhkudai, Xiaosong Ma, Frank Mueller
On-the-Fly Recovery of Job Input Data in Supercomputers. ICPP (2008)
Heshan Lin, Xiaosong Ma, Jiangtian Li, Ting Yu, Nagiza F. Samatova
Adaptive Request Scheduling for Parallel Scientific Web Services. SSDBM (2008)
Pavan Balaji, Wu-chun Feng, Jeremy S. Archuleta, Heshan Lin, Rajkumar Kettimuthu, Rajeev Thakur, Xiaosong Ma
Semantics-based distributed I/O for mpiBLAST. PPOPP (2008)
Xiaosong Ma, Kaspar M. B. Jansen, Leo J. Ernst, W. D. van Driel, Olaf van der Sluis, G. Q. Zhang
Characterization of moisture properties of polymers for IC packaging. Microelectron. Reliab. 47 (9-11) (2007)
Zhe Zhang, Chao Wang, Sudharshan S. Vazhkudai, Xiaosong Ma, Gregory G. Pike, John W. Cobb, Frank Mueller
Optimizing center performance through coordinated data staging, scheduling and recovery. SC (2007)
Xiaosong Ma, Jiangtian Li, Nagiza F. Samatova
Automatic Parallelization of Scripting Languages: Toward Transparent Desktop Parallel Computing. IPDPS (2007)
Sudharshan Vazhkudai, Xiaosong Ma
Recovering transient data: automated on-demand data reconstruction and offloading for supercomputers. ACM SIGOPS Oper. Syst. Rev. 41 (1) (2007)
Sarat Sreepathi, G. (Kumar) Mahinthakumar, Emily M. Zechman, S. Ranji Ranjithan, Downey Brill, Xiaosong Ma, Gregor von Laszewski
Cyberinfrastructure for Contamination Source Characterization in Water Distribution Systems. International Conference on Computational Science (1) (2007)
Xiaosong Ma, Vincent W. Freeh, Tao Yang, Sudharshan Vazhkudai, Tyler A. Simon, Stephen L. Scott
Coupling prefix caching and collective downloads for remote dataset access. ICS (2006)
Sudharshan S. Vazhkudai, Xiaosong Ma, Vincent W. Freeh, Jonathan W. Strickland, Nandan Tammineedi, Tyler A. Simon, Stephen L. Scott
Constructing collaborative desktop storage caches for large scientific datasets. ACM Trans. Storage 2 (3) (2006)
Mark K. Gardner, Wu-chun Feng, Jeremy S. Archuleta, Heshan Lin, Xiaosong Ma
Grid applications - Parallel genomic sequence-searching on an ad-hoc grid: experiences, lessons learned, and implications. SC (2006)
Avery Ching, Wu-chun Feng, Heshan Lin, Xiaosong Ma, Alok N. Choudhary
Exploring I/O Strategies for Parallel Sequence-Search Tools with S3aSim. HPDC (2006)

Xiaosong Ma.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Xiaosong Ma