Mosharaf Chowdhury

According to our database, Mosharaf Chowdhury authored at least 93 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Vulcan: Automatic Query Planning for Live ML Analytics.

Yiwen Zhang, Xumiao Zhang, Ganesh Ananthanarayanan, Anand P. Iyer, Yuanchao Shu, Victor Bahl, Z. Morley Mao, Mosharaf Chowdhury

Proceedings of the 21st USENIX Symposium on Networked Systems Design and Implementation, 2024

2023

Memory Disaggregation: Advances and Open Challenges.

Hasan Al Maruf, Mosharaf Chowdhury

ACM SIGOPS Oper. Syst. Rev., 2023

Memtrade: Marketplace for Disaggregated Memory Clouds.

Hasan Al Maruf, Yuhong Zhong, Hongyi Wang, Mosharaf Chowdhury, Asaf Cidon, Carl A. Waldspurger

Proc. ACM Meas. Anal. Comput. Syst., 2023

Venn: Resource Management Across Federated Learning Jobs.

Jiachen Liu, Fan Lai, Ding Ding, Yiwen Zhang, Mosharaf Chowdhury

CoRR, 2023

Perseus: Removing Energy Bloat from Large Model Training.

Jae-Won Chung, Yile Gu, Insu Jang, Luoxi Meng, Nikhil Bansal, Mosharaf Chowdhury

CoRR, 2023

Efficient Large Language Models: A Survey.

Zhongwei Wan, Xin Wang, Che Liu, Samiul Alam, Yu Zheng, Jiachen Liu, Zhongnan Qu, Shen Yan, Yi Zhu, Quanlu Zhang, Mosharaf Chowdhury, Mi Zhang

CoRR, 2023

Chasing Low-Carbon Electricity for Practical and Sustainable DNN Training.

Zhenning Yang, Luoxi Meng, Jae-Won Chung, Mosharaf Chowdhury

CoRR, 2023

FLINT: A Platform for Federated Learning Integration.

Ewen Wang, Ajay Kannan, Yuefeng Liang, Boyi Chen, Mosharaf Chowdhury

CoRR, 2023

Oobleck: Resilient Distributed Training of Large Models Using Pipeline Templates.

Insu Jang, Zhenning Yang, Zhen Zhang, Xin Jin, Mosharaf Chowdhury

Proceedings of the 29th Symposium on Operating Systems Principles, 2023

AdaEmbed: Adaptive Embedding for Large-Scale Recommendation Models.

Fan Lai, Wei Zhang, Rui Liu, William Tsai, Xiaohan Wei, Yuxi Hu, Sabin Devkota, Jianyu Huang, Jongsoo Park, Xing Liu, Zeliang Chen, Ellie Wen, Paul Rivera, Jie You, Chun-cheng Jason Chen, Mosharaf Chowdhury

Proceedings of the 17th USENIX Symposium on Operating Systems Design and Implementation, 2023

Zeus: Understanding and Optimizing GPU Energy Consumption of DNN Training.

Jie You, Jae-Won Chung, Mosharaf Chowdhury

Proceedings of the 20th USENIX Symposium on Networked Systems Design and Implementation, 2023

ModelKeeper: Accelerating DNN Training via Automated Training Warmup.

Fan Lai, Yinwei Dai, Harsha V. Madhyastha, Mosharaf Chowdhury

Proceedings of the 20th USENIX Symposium on Networked Systems Design and Implementation, 2023

Simplifying Cloud Management with Cloudless Computing.

Yiming Qiu, Patrick Tser Jern Kon, Jiarong Xing, Yibo Huang, Hongyi Liu, Xinyu Wang, Peng Huang, Mosharaf Chowdhury, Ang Chen

Proceedings of the 22nd ACM Workshop on Hot Topics in Networks, 2023

Egeria: Efficient DNN Training with Knowledge-Guided Layer Freezing.

Yiding Wang, Decang Sun, Kai Chen, Fan Lai, Mosharaf Chowdhury

Proceedings of the Eighteenth European Conference on Computer Systems, 2023

Flamingo: A User-Centric System for Fast and Energy-Efficient DNN Training on Smartphones.

Sanjay Sri Vallabh Singapuram, Chuheng Hu, Fan Lai, Chengsong Zhang, Mosharaf Chowdhury

Proceedings of the 4th International Workshop on Distributed Machine Learning, 2023

Auxo: Efficient Federated Learning via Scalable Client Clustering.

Jiachen Liu, Fan Lai, Yinwei Dai, Aditya Akella, Harsha V. Madhyastha, Mosharaf Chowdhury

Proceedings of the 2023 ACM Symposium on Cloud Computing, SoCC 2023, 2023

TPP: Transparent Page Placement for CXL-Enabled Tiered-Memory.

Hasan Al Maruf, Hao Wang, Abhishek Dhanotia, Johannes Weiner, Niket Agarwal, Pallab Bhattacharya, Chris Petersen, Mosharaf Chowdhury, Shobhit O. Kanaujia, Prakash Chauhan

Proceedings of the 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2023

2022

CDI-E: An Elastic Cloud Service for Data Engineering.

Prakash C. Das, Shivangi Srivastava, Valentin Moskovich, Anmol Chaturvedi, Anant Mittal, Yongqin Xiao, Mosharaf Chowdhury

Proc. VLDB Endow., 2022

Packing Privacy Budget Efficiently.

Pierre Tholoniat, Kelly Kostopoulou, Mosharaf Chowdhury, Asaf Cidon, Roxana Geambasu, Mathias Lécuyer, Junfeng Yang

CoRR, 2022

Auxo: Heterogeneity-Mitigating Federated Learning via Scalable Client Clustering.

Jiachen Liu, Fan Lai, Yinwei Dai, Aditya Akella, Harsha V. Madhyastha, Mosharaf Chowdhury

CoRR, 2022

Orloj: Predictably Serving Unpredictable DNNs.

Peifeng Yu, Yuqing Qiu, Xin Jin, Mosharaf Chowdhury

CoRR, 2022

Swan: A Neural Engine for Efficient DNN Training on Smartphone SoCs.

Sanjay Sri Vallabh Singapuram, Fan Lai, Chuheng Hu, Mosharaf Chowdhury

CoRR, 2022

Elastic Model Aggregation with Parameter Service.

Juncheng Gu, Mosharaf Chowdhury, Kang G. Shin, Aditya Akella

CoRR, 2022

Efficient DNN Training with Knowledge-Guided Layer Freezing.

Yiding Wang, Decang Sun, Kai Chen, Fan Lai, Mosharaf Chowdhury

CoRR, 2022

Treehouse: A Case For Carbon-Aware Datacenter Software.

Thomas E. Anderson, Adam Belay, Mosharaf Chowdhury, Asaf Cidon, Irene Zhang

CoRR, 2022

Aequitas: admission control for performance-critical RPCs in datacenters.

Yiwen Zhang, Gautam Kumar, Nandita Dukkipati, Xian Wu, Priyaranjan Jha, Mosharaf Chowdhury, Amin Vahdat

Proceedings of the SIGCOMM '22: ACM SIGCOMM 2022 Conference, Amsterdam, The Netherlands, August 22, 2022

Justitia: Software Multi-Tenancy in Hardware Kernel-Bypass Networks.

Yiwen Zhang, Yue Tan, Brent E. Stephens, Mosharaf Chowdhury

Proceedings of the 19th USENIX Symposium on Networked Systems Design and Implementation, 2022

FedScale: Benchmarking Model and System Performance of Federated Learning at Scale.

Fan Lai, Yinwei Dai, Sanjay Sri Vallabh Singapuram, Jiachen Liu, Xiangfeng Zhu, Harsha V. Madhyastha, Mosharaf Chowdhury

Proceedings of the International Conference on Machine Learning, 2022

Hydra : Resilient and Highly Available Remote Memory.

Youngmoon Lee, Hasan Al Maruf, Mosharaf Chowdhury, Asaf Cidon, Kang G. Shin

Proceedings of the 20th USENIX Conference on File and Storage Technologies, 2022

2021

The Internet of Federated Things (IoFT): A Vision for the Future and In-depth Survey of Data-driven Approaches for Federated Learning.

Raed Kontar, Naichen Shi, Xubo Yue, Seokhyun Chung, Eunshin Byon, Mosharaf Chowdhury, Judy Jin, Wissam Kontar, Neda Masoud, Maher Nouiehed, Chinedum Emmanuel Okwudire, Garvesh Raskutti, Romesh Saigal, Karandeep Singh, Zhisheng Ye

CoRR, 2021

Memtrade: A Disaggregated-Memory Marketplace for Public Clouds.

Hasan Al Maruf, Yuhong Zhong, Hongyi Wang, Mosharaf Chowdhury, Asaf Cidon, Carl A. Waldspurger

CoRR, 2021

Fed-ensemble: Improving Generalization through Model Ensembling in Federated Learning.

Naichen Shi, Fan Lai, Raed Al Kontar, Mosharaf Chowdhury

CoRR, 2021

FedScale: Benchmarking Model and System Performance of Federated Learning.

Fan Lai, Yinwei Dai, Xiangfeng Zhu, Mosharaf Chowdhury

CoRR, 2021

The Internet of Federated Things (IoFT).

Raed Kontar, Naichen Shi, Xubo Yue, Seokhyun Chung, Eunshin Byon, Mosharaf Chowdhury, Jionghua Jin, Wissam Kontar, Neda Masoud, Maher Nouiehed, Chinedum Emmanuel Okwudire, Garvesh Raskutti, Romesh Saigal, Karandeep Singh, Zhi-Sheng Ye

IEEE Access, 2021

FedScale: Benchmarking Model and System Performance of Federated Learning.

Fan Lai, Yinwei Dai, Xiangfeng Zhu, Harsha V. Madhyastha, Mosharaf Chowdhury

Proceedings of the ResilientFL '21: Proceedings of the First Workshop on Systems Challenges in Reliable and Secure Federated Learning, 2021

Programmable packet scheduling with a single queue.

Zhuolong Yu, Chuheng Hu, Jingfeng Wu, Xiao Sun, Vladimir Braverman, Mosharaf Chowdhury, Zhenhua Liu, Xin Jin

Proceedings of the ACM SIGCOMM 2021 Conference, Virtual Event, USA, August 23-27, 2021., 2021

Oort: Efficient Federated Learning via Guided Participant Selection.

Fan Lai, Xiangfeng Zhu, Harsha V. Madhyastha, Mosharaf Chowdhury

Proceedings of the 15th USENIX Symposium on Operating Systems Design and Implementation, 2021

Ship Compute or Ship Data? Why Not Both?

Jie You, Jingfeng Wu, Xin Jin, Mosharaf Chowdhury

Proceedings of the 18th USENIX Symposium on Networked Systems Design and Implementation, 2021

Fluid: Resource-aware Hyperparameter Tuning Engine.

Peifeng Yu, Jiachen Liu, Mosharaf Chowdhury

Proceedings of Machine Learning and Systems 2021, 2021

2020

A Systematic Review of Machine Learning Techniques in Hematopoietic Stem Cell Transplantation (HSCT).

Vibhuti Gupta, Thomas M. Braun, Mosharaf Chowdhury, Muneesh Tewari, Sung Won Choi

Sensors, 2020

Oort: Informed Participant Selection for Scalable Federated Learning.

Fan Lai, Xiangfeng Zhu, Harsha V. Madhyastha, Mosharaf Chowdhury

CoRR, 2020

Effectively Prefetching Remote Memory with Leap.

Hasan Al Maruf, Mosharaf Chowdhury

Proceedings of the 2020 USENIX Annual Technical Conference, 2020

NetLock: Fast, Centralized Lock Management Using Programmable Switches.

Zhuolong Yu, Yiwen Zhang, Vladimir Braverman, Mosharaf Chowdhury, Xin Jin

Proceedings of the SIGCOMM '20: Proceedings of the 2020 Annual conference of the ACM Special Interest Group on Data Communication on the applications, 2020

Near-Optimal Latency Versus Cost Tradeoffs in Geo-Distributed Storage.

Muhammed Uluyol, Anthony Huang, Ayush Goel, Mosharaf Chowdhury, Harsha V. Madhyastha

Proceedings of the 17th USENIX Symposium on Networked Systems Design and Implementation, 2020

Sol: Fast Distributed Computation Over Slow Networks.

Fan Lai, Jie You, Xiangfeng Zhu, Harsha V. Madhyastha, Mosharaf Chowdhury

Proceedings of the 17th USENIX Symposium on Networked Systems Design and Implementation, 2020

Fine-Grained GPU Sharing Primitives for Deep Learning Applications.

Peifeng Yu, Mosharaf Chowdhury

Proceedings of Machine Learning and Systems 2020, 2020

AlloX: compute allocation in hybrid clusters.

Tan N. Le, Xiao Sun, Mosharaf Chowdhury, Zhenhua Liu

Proceedings of the EuroSys '20: Fifteenth EuroSys Conference 2020, 2020

2019

Mitigating the Performance-Efficiency Tradeoff in Resilient Memory Disaggregation.

Youngmoon Lee, Hassan Al Maruf, Mosharaf Chowdhury, Kang G. Shin

CoRR, 2019

RDMA Performance Isolation With Justitia.

Yiwen Zhang, Yue Tan, Brent E. Stephens, Mosharaf Chowdhury

CoRR, 2019

Terra: Scalable Cross-Layer GDA Optimizations.

Jie You, Mosharaf Chowdhury

CoRR, 2019

Salus: Fine-Grained GPU Sharing Primitives for Deep Learning Applications.

Peifeng Yu, Mosharaf Chowdhury

CoRR, 2019

Near Optimal Coflow Scheduling in Networks.

Mosharaf Chowdhury, Samir Khuller, Manish Purohit, Sheng Yang, Jie You

Proceedings of the 31st ACM on Symposium on Parallelism in Algorithms and Architectures, 2019

Tiresias: A GPU Cluster Manager for Distributed Deep Learning.

Juncheng Gu, Mosharaf Chowdhury, Kang G. Shin, Yibo Zhu, Myeongjae Jeon, Junjie Qian, Hongqiang Harry Liu, Chuanxiong Guo

Proceedings of the 16th USENIX Symposium on Networked Systems Design and Implementation, 2019

2018

Fair Allocation of Heterogeneous and InterchangeableResources.

Xiao Sun, Tan N. Le, Mosharaf Chowdhury, Zhenhua Liu

SIGMETRICS Perform. Evaluation Rev., 2018

AlloX: Allocation across Computing Resources for Hybrid CPU/GPU clusters.

Tan N. Le, Xiao Sun, Mosharaf Chowdhury, Zhenhua Liu

SIGMETRICS Perform. Evaluation Rev., 2018

BoPF: Mitigating the Burstiness-Fairness Tradeoff in Multi-Resource Clusters.

Tan N. Le, Xiao Sun, Mosharaf Chowdhury, Zhenhua Liu

SIGMETRICS Perform. Evaluation Rev., 2018

Distributed Lock Management with RDMA: Decentralization without Starvation.

Dong Young Yoon, Mosharaf Chowdhury, Barzan Mozafari

Proceedings of the 2018 International Conference on Management of Data, 2018

Dynamic Query Re-Planning using QOOP.

Kshiteej Mahajan, Mosharaf Chowdhury, Aditya Akella, Shuchi Chawla

Proceedings of the 13th USENIX Symposium on Operating Systems Design and Implementation, 2018

Mitigating the Latency-Accuracy Trade-off in Mobile Data Analytics Systems.

Anand Padmanabha Iyer, Li Erran Li, Mosharaf Chowdhury, Ion Stoica

Proceedings of the 24th Annual International Conference on Mobile Computing and Networking, 2018

To Relay or Not to Relay for Inter-Cloud Transfers?

Fan Lai, Mosharaf Chowdhury, Harsha V. Madhyastha

Proceedings of the 10th USENIX Workshop on Hot Topics in Cloud Computing, 2018

Monarch: Gaining Command on Geo-Distributed Graph Analytics.

Anand Padmanabha Iyer, Aurojit Panda, Mosharaf Chowdhury, Aditya Akella, Scott Shenker, Ion Stoica

Proceedings of the 10th USENIX Workshop on Hot Topics in Cloud Computing, 2018

Bridging the GAP: towards approximate graph analytics.

Anand Padmanabha Iyer, Aurojit Panda, Shivaram Venkataraman, Mosharaf Chowdhury, Aditya Akella, Scott Shenker, Ion Stoica

Proceedings of the 1st ACM SIGMOD Joint International Workshop on Graph Data Management Experiences & Systems (GRADES) and Network Data Analytics (NDA), 2018

Pas de deux: Shape the Circuits, and Shape the Apps too!

Hong Zhang, Kai Chen, Mosharaf Chowdhury

Proceedings of the 2nd Asia-Pacific Workshop on Networking, 2018

2017

Decentralized Memory Disaggregation Over Low-Latency Networks.

Juncheng Gu, Youngmoon Lee, Yiwen Zhang, Mosharaf Chowdhury, Kang G. Shin

login Usenix Mag., 2017

Resilient Datacenter Load Balancing in the Wild.

Hong Zhang, Junxue Zhang, Wei Bai, Kai Chen, Mosharaf Chowdhury

Proceedings of the Conference of the ACM Special Interest Group on Data Communication, 2017

Performance Isolation Anomalies in RDMA.

Yiwen Zhang, Juncheng Gu, Youngmoon Lee, Mosharaf Chowdhury, Kang G. Shin

Proceedings of the Workshop on Kernel-Bypass Networks, 2017

Efficient Memory Disaggregation with Infiniswap.

Juncheng Gu, Youngmoon Lee, Yiwen Zhang, Mosharaf Chowdhury, Kang G. Shin

Proceedings of the 14th USENIX Symposium on Networked Systems Design and Implementation, 2017

No!: Not Another Deep Learning Framework.

Linh Nguyen, Peifeng Yu, Mosharaf Chowdhury

Proceedings of the 16th Workshop on Hot Topics in Operating Systems, 2017

2016

Fast and Accurate Performance Analysis of LTE Radio Access Networks.

Anand Padmanabha Iyer, Ion Stoica, Mosharaf Chowdhury, Li Erran Li

CoRR, 2016

CODA: Toward Automatically Identifying and Scheduling Coflows in the Dark.

Hong Zhang, Li Chen, Bairen Yi, Kai Chen, Mosharaf Chowdhury, Yanhui Geng

Proceedings of the ACM SIGCOMM 2016 Conference, Florianopolis, Brazil, August 22-26, 2016, 2016

EC-Cache: Load-Balanced, Low-Latency Cluster Caching with Online Erasure Coding.

K. V. Rashmi, Mosharaf Chowdhury, Jack Kosaian, Ion Stoica, Kannan Ramchandran

Proceedings of the 12th USENIX Symposium on Operating Systems Design and Implementation, 2016

Altruistic Scheduling in Multi-Resource Clusters.

Robert Grandl, Mosharaf Chowdhury, Aditya Akella, Ganesh Ananthanarayanan

Proceedings of the 12th USENIX Symposium on Operating Systems Design and Implementation, 2016

HUG: Multi-Resource Fairness for Correlated and Elastic Demands.

Mosharaf Chowdhury, Zhenhua Liu, Ali Ghodsi, Ion Stoica

Proceedings of the 13th USENIX Symposium on Networked Systems Design and Implementation, 2016

2015

Coflow: A Networking Abstraction for Distributed Data-Parallel Applications.

N. M. Mosharaf Kabir Chowdhury

PhD thesis, 2015

Efficient Coflow Scheduling Without Prior Knowledge.

Mosharaf Chowdhury, Ion Stoica

Proceedings of the 2015 ACM Conference on Special Interest Group on Data Communication, 2015

2014

Efficient coflow scheduling with Varys.

Mosharaf Chowdhury, Yuan Zhong, Ion Stoica

Proceedings of the ACM SIGCOMM 2014 Conference, 2014

2013

PolyViNE: policy-based virtual network embedding across multiple domains.

Fady Samuel, Mosharaf Chowdhury, Raouf Boutaba

J. Internet Serv. Appl., 2013

Leveraging endpoint flexibility in data-intensive clusters.

Mosharaf Chowdhury, Srikanth Kandula, Ion Stoica

Proceedings of the ACM SIGCOMM 2013 Conference, 2013

2012

Fast and Interactive Analytics over Hadoop Data with Spark.

Matei Zaharia, Mosharaf Chowdhury, Tathagata Das, Ankur Dave, Justin Ma, James Murphy McCauley, Michael J. Franklin, Scott Shenker, Ion Stoica

login Usenix Mag., 2012

ViNEYard: Virtual Network Embedding Algorithms With Coordinated Node and Link Mapping.

Mosharaf Chowdhury, Muntasir Raihan Rahman, Raouf Boutaba

IEEE/ACM Trans. Netw., 2012

FairCloud: sharing the network in cloud computing.

Lucian Popa, Gautam Kumar, Mosharaf Chowdhury, Arvind Krishnamurthy, Sylvia Ratnasamy, Ion Stoica

Proceedings of the ACM SIGCOMM 2012 Conference, 2012

Surviving failures in bandwidth-constrained datacenters.

Peter Bodík, Ishai Menache, Mosharaf Chowdhury, Pradeepkumar Mani, David A. Maltz, Ion Stoica

Proceedings of the ACM SIGCOMM 2012 Conference, 2012

Resilient Distributed Datasets: A Fault-Tolerant Abstraction for In-Memory Cluster Computing.

Matei Zaharia, Mosharaf Chowdhury, Tathagata Das, Ankur Dave, Justin Ma, Murphy McCauly, Michael J. Franklin, Scott Shenker, Ion Stoica

Proceedings of the 9th USENIX Symposium on Networked Systems Design and Implementation, 2012

Coflow: a networking abstraction for cluster applications.

Mosharaf Chowdhury, Ion Stoica

Proceedings of the 11th ACM Workshop on Hot Topics in Networks, 2012

A Case for Performance-Centric Network Allocation.

Gautam Kumar, Mosharaf Chowdhury, Sylvia Ratnasamy, Ion Stoica

Proceedings of the 4th USENIX Workshop on Hot Topics in Cloud Computing, 2012

2011

Managing data transfers in computer clusters with orchestra.

Mosharaf Chowdhury, Matei Zaharia, Justin Ma, Michael I. Jordan, Ion Stoica

Proceedings of the ACM SIGCOMM 2011 Conference on Applications, 2011

2010

A survey of network virtualization.

N. M. Mosharaf Kabir Chowdhury, Raouf Boutaba

Comput. Networks, 2010

Topology-Awareness and Reoptimization Mechanism for Virtual Network Embedding.

Nabeel Farooq Butt, N. M. Mosharaf Kabir Chowdhury, Raouf Boutaba

Proceedings of the NETWORKING 2010, 2010

Spark: Cluster Computing with Working Sets.

Matei Zaharia, Mosharaf Chowdhury, Michael J. Franklin, Scott Shenker, Ion Stoica

Proceedings of the 2nd USENIX Workshop on Hot Topics in Cloud Computing, 2010

2009

Network virtualization: state of the art and research challenges.

N. M. Mosharaf Kabir Chowdhury, Raouf Boutaba

IEEE Commun. Mag., 2009

Virtual Network Embedding with Coordinated Node and Link Mapping.

N. M. Mosharaf Kabir Chowdhury, Muntasir Raihan Rahman, Raouf Boutaba

Proceedings of the INFOCOM 2009. 28th IEEE International Conference on Computer Communications, 2009

iMark: An identity management framework for network virtualization environment.

N. M. Mosharaf Kabir Chowdhury, Fida-E. Zaheer, Raouf Boutaba

Proceedings of the Integrated Network Management, 2009

2007

DiskTrie: An Efficient Data Structure using Flash Memory for Mobile Devices.

N. M. Mosharaf Kabir Chowdhury, Md. Mostofa Akbar, Mohammad Kaykobad

Proceedings of the Workshop on Algorithms and Computation 2007, 2007