Ali Anwar  Ali Anwar photo         

contact information

Research Staff Member
Almaden Research Center, San Jose, CA, USA
  

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Professional Associations

Professional Associations:  ACM  |  IEEE  |  USENIX: The Advanced Computing Systems Association


2019

Challenges in Storing Docker Images
Ali Anwar, Lukas Rupprecht, Dimitris Skourtis, and Vasily Tarasov
;login; The USENIX Magazine, 2019

Using BPM Technology to Deploy and Manage Distributed Analytics in Collaborative IoT-Driven Business Scenarios
Tim d'Hondt, Anna Wilbik, Paul Grefen, Heiko Ludwig, Natalie Baracaldo, Ali Anwar
International Conference on the Internet of Things, 2019

HybridAlpha: An Efficient Approach for Privacy-Preserving Federated Learning
Runhua Xu, Nathalie Baracaldo, Yi Zhou, Ali Anwar, Heiko Ludwig
The 12th ACM Workshop on Artificial Intelligence and Security (AISec 2019)

A Hybrid Approach to Privacy-Preserving Federated Learning
Stacey Truex, Nathalie Baracaldo, Ali Anwar, Thomas Steinke, Heiko Ludwig, Rui Zhang, Yi Zhou
The 12th ACM Workshop on Artificial Intelligence and Security (AISec 2019)

Large-Scale Analysis of the Docker Hub Dataset
Nannan Zhao, Vasily Tarasov, Hadeel Albahar, Ali Anwar, Lukas Rupprecht, Dimitrios Skourtis, Amit S. Warke, Mohamed Mohamed, and Ali R. Butt.
IEEE International Conference on Cluster Computing (IEEE Cluster 2019)

Slimmer: Weight Loss Secrets for Docker Registries
Nannan Zhao, Vasily Tarasov, Ali Anwar, Lukas Rupprecht, Dimitrios Skourtis, Amit S Warke, Mohamed Mohamed, Dean Hildebrand and Ali R. Butt
IEEE INTERNATIONAL CONFERENCE ON CLOUD COMPUTING (IEEE Cloud'19), 2019

Bolt: Towards a Scalable Docker Registry via Hyperconvergence
Michael Littley, Ali Anwar, Hannan Fayyaz, Zeshan Fayyaz, Vasily Tarasov, Lukas Rupprecht, Dimitrios Skourtis, Mohamed Mohamed, Heiko Ludwig, Yue Cheng, Ali R. Butt
IEEE INTERNATIONAL CONFERENCE ON CLOUD COMPUTING (IEEE Cloud'19), 2019

Towards Taming the Resource and Data Heterogeneity in Federated Learning
Zheng Chai, Hannan Fayyaz, Zeshan Fayyaz, Ali Anwar, Yi Zhou, Nathalie Baracaldo, Heiko Ludwig, Yue Cheng
2019 USENIX Conference on Operational Machine Learning (USENIX OpML'19)

MOANA: Modeling and Analyzing I/O Variability in Parallel System Experimental Design
Kirk W. Cameron, Ali Anwar, Yue Cheng, Li Xu, Bo Li, Uday Ananth, Jon Bernard, Chandler Jearls, Thomas Lux, Yili Hong, Layne T. Watson, Ali R. Butt.
Transactions on Parallel and Distributed Systems (IEEE TPDS), 2019


2018

A Hybrid Approach to Privacy-Preserving Federated Learning
Truex, Stacey and Baracaldo, Nathalie and Anwar, Ali and Steinke, Thomas and Ludwig, Heiko and Zhang, Rui
arXiv preprint arXiv:1812.03224, 2018

Chameleon: An Adaptive Wear Balancer for Flash Clusters
Nannan Zhao, Ali Anwar, Yue Cheng, Mohammed Salman, Daping Li, Jiguang Wan, Changsheng Xie, Xubin He, Feiyi Wang, Ali R. Butt
IEEE International Parallel & Distributed Processing Symposium (IPDPS), 2018

A Hybrid Trust Model for Distributed Differential Privacy
Stacey Truex, Nathalie Baracaldo, Ali Anwar, Thomas Steinke, Heiko Ludwig and Rui Zhang
Theory and Practice of Differential Privacy (TPDP) 2018

BESPOKV: Application Tailored Scale-Out Key-Value Stores
Ali Anwar, Yue Cheng, Hai Huang, Jingoo Han, Hyogi Sim, Dongyoon Lee, Fred Douglis, Ali R. Butt
The International Conference for High Performance Computing, Networking, Storage, and Analysis (SC), 2018

Analyzing Alibaba's Co-located Datacenter Workloads
Yue Cheng, Ali Anwar, and Xuejing Duan
IEEE BigData 2018

SDN helps Big Data to optimize storage
Ali R. Butt, Ali Anwar, Yue Cheng
Big Data and Software Defined Networks, IET Digital Library, 2018

Characterizing Co-located Datacenter Workloads: An Alibaba Case Study
Yue Cheng, Zheng Chai, Ali Anwar
9th ACM SIGOPS Asia-Pacific Workshop on Systems (APSys 2018)

MOANA: Modeling and Analyzing I/O Variability in Parallel System Experimental Design
Kirk W. Cameron, Ali Anwar, Yue Cheng, Li Xu, Bo Li, Uday Ananth, Thomas Lux, Yili Hong, Layne T. Watson, Ali R. Butt
Technical Report, 2018

Improving Docker Registry Design based on Production Workload Analysis
Ali Anwar, Mohamed Mohamed, Vasily Tarasov, Michael Littley, Lukas Rupprecht, Yue Cheng, Nannan Zhao, Dimitris Skourtis, Amit S Warke, Heiko Ludwig, Dean Hildebrand, Ali R Butt
Proceedings of the 16th USENIX Conference on File and Storage Technologies (FAST), 2018

Towards Efficient and Flexible Object Storage Using Resource and Functional Partitioning
Anwar, Ali
Ph.D. Thesis, 2018
Abstract


2016

Towards managing variability in the cloud
Anwar, Ali and Cheng, Yue and Butt, Ali R
Parallel and Distributed Processing Symposium Workshops, 2016 IEEE International, pp. 1081--1084
Abstract

ClusterOn: Building Highly Configurable and Reusable Clustered Data Services Using Simple Data Nodes.
Anwar, Ali and Cheng, Yue and Huang, Hai and Butt, Ali Raza
HotStorage, 2016
Abstract

MOS: Workload-aware Elasticity for Cloud Object Stores
Anwar, Ali and Cheng, Yue and Gupta, Aayush and Butt, Ali R
Proceedings of the 25th ACM International Symposium on High-Performance Parallel and Distributed Computing (HPDC), pp. 177--188, 2016


2015

Taming the cloud object storage with mos
Anwar, Ali and Cheng, Yue and Gupta, Aayush and Butt, Ali R
Proceedings of the 10th Parallel Data Storage Workshop, pp. 7--12, 2015

Analyzethis: an analysis workflow-aware storage system
Sim, Hyogi and Kim, Youngjae and Vazhkudai, Sudharshan S and Tiwari, Devesh and Anwar, Ali and Butt, Ali R and Ramakrishnan, Lavanya
International Conference for High Performance Computing, Networking, Storage and Analysis (SC'15), pp. 1--12, 2015
Abstract

Anatomy of cloud monitoring and metering: A case study and open problems
Anwar, Ali and Sailer, Anca and Kochut, Andrzej and Butt, Ali R
Proceedings of the 6th Asia-Pacific Workshop on Systems, pp. 6, 2015
Abstract

Cost-aware cloud metering with scalable service management infrastructure
Anwar, Ali and Sailer, Anca and Kochut, Andrzej and Schulz, Charles O and Segal, Alla and Butt, Ali R
Cloud Computing (CLOUD), 2015 IEEE 8th International Conference on, pp. 285--292
Abstract

Scalable metering for an affordable it cloud service management
Anwar, Ali and Sailer, Anca and Kochut, Andrzej and Schulz, Charles O and Segal, Alla and Butt, Ali R
Cloud Engineering (IC2E), 2015 IEEE International Conference on, pp. 207--212
Abstract


2014

On the use of microservers in supporting hadoop applications
Anwar, Ali and Krish, KR and Butt, Ali R
Cluster Computing (CLUSTER), 2014 IEEE International Conference on, pp. 66--74
Abstract

[phi] sched: A heterogeneity-aware hadoop workflow scheduler
Krish, KR and Anwar, Ali and Butt, Ali R
Modelling, Analysis & Simulation of Computer and Telecommunication Systems (MASCOTS), 2014 IEEE 22nd International Symposium on, pp. 255--264
Abstract

hats: A heterogeneity-aware tiered storage for hadoop
Krish, KR and Anwar, Ali and Butt, Ali R
Cluster, Cloud and Grid Computing (CCGrid), 2014 14th IEEE/ACM International Symposium on, pp. 502--511
Abstract