Publications

My publications sorted by type can be found here.

A list of my publications on Google Scholar here.

(Author notations: * denotes the author is a student advised by me. ^ denotes the author is a staff advised by me)

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2020

[CIKM] Rethinking Operators Placement of Stream Data Application in the Edge.
Thomas Lambert^, David Guyon^, Shadi Ibrahim.
The 29th ACM International Conference on Information and Knowledge Management (CIKM 2020)

2019

[TPDS19Journal] Cost-Aware Partitioning for Efficient Large Graph Processing in Geo-Distributed Datacenters
Amelie Chi Zhou, Bingkun Shen, Yao Xiao, Shadi Ibrahim, Bingsheng He
IEEE Transactions on Parallel and Distributed Systems (TPDS 2019)

[Mascotst19] Is it time to revisit Erasure Coding in Data-intensive clusters?
Jad Darrous*, Shadi Ibrahim, Christian Perez
2019 IEEE 27th International Symposium on Modeling, Analysis, and Simulation (Mascots2019)

[ICPP19Poster] Enabling data processing under Erasure Coding in Fog (Poster)
Jad Darrous*, Shadi Ibrahim
The 48th International Conference on Parallel Processing (ICPP 2019)

[ICPP19] Incorporating Probabilistic Optimizations for Resource Provisioning of Data Processing Workflows
Amelie Chi Zhou, Yao Xiao, Bingsheng He, Shadi Ibrahim, Reynold Cheng
The 48th International Conference on Parallel Processing (ICPP 2019)

[TBD19Journal] Shadow: Exploiting the Power of Choice for Efficient Shuffling in MapReduce
Sijie Wu, Hanhua Chen, Hai Jin, Shadi Ibrahim
IEEE Transactions on Big Data (TBD)

[ICCCN19] On the Importance of container images placement for service provisioning in the Edges
Jad Darrous*, Thomas Lambert^, Shadi Ibrahim
The 2019 28th International Conference on Computer Communication and Networks (ICCCN 2019)

[ICDCS19] When FPGA-accelerator meets Stream Data Processing in the Edge
Song Wu, Die Hu, Shadi Ibrahim, Hai Jin, Jiang Xiao and Fei Chen, Haikun Liu
The 2019 IEEE 39th International Conference on Distributed Computing Systems (ICDCS 2019)

[IPDPS19] NCQ-Aware I/O Scheduling for Conventional Solid State Drives
Hao Fan Song Wu, Shadi Ibrahim, Ximing Chen, Hai Jin, and Jiang Xiao
The 2019 IEEE International Parallel and Distributed Processing Symposium (IPDPS 2019)

[TOMPECS19Journal] A New Framework for Evaluating Straggler Detection Mechanisms in MapReduce
Tien-Dat Phan*, Guillaume Pallez, Shadi Ibrahim, Padma Raghavan
ACM Transactions on Modeling and Performance Evaluation of Computing Systems

2018

[CCGrid18] Nitro: Network-Aware Virtual Machine Image Management in Geo-Distributed Clouds
Jad Darrous*, Shadi Ibrahim, Amelie Chi Zhou^, Christian Perez
The 2018 18th IEEE/ACM International Symposium on Cluster, Cloud and Grid (CCGrid 2018)

[ICPP18] Energy-Efficient Speculative Execution using Advanced Reservation for Heterogeneous Clusters
Amelie Chi Zhou^, Tien-Dat Phan*, Shadi Ibrahim, Bingsheng He
The 47th International Conference on Parallel Processing (ICPP 2018)

[ICPP18] Dual-Paradigm Stream Processing
Song Wu, Zhiyi Liu, Shadi Ibrahim, Lin Gu, Hai Jin, and Fei Chen
The 47th International Conference on Parallel Processing (ICPP 2018)

[ICDCS18] TurboStream: Towards Low-Latency Data Stream Processing
Song Wu, Mi Liu, Shadi Ibrahim, Hai Jin, Lin Gu, Fei Chen and Zhiyi Liu
The 2018 IEEE 38th International Conference on Distributed Computing Systems (ICDCS 2018)

[FGCS18Journal] Improving the effectiveness of burst buffers for big data processing in HPC systems with Eley
Orcun Yildiz*, Amelie Chi Zhou^, Shadi Ibrahim
Future Generation Computer Systems (FGCS)

[SCA18] On the Performance of Spark on HPC Systems: Towards a Complete Picture (Best Paper Candidate)
Orcun Yildiz*, Shadi Ibrahim
Asian Conference on Supercomputing Frontiers (SCA 2018)

2017

[Cluster17] Eley: On the Effectiveness of Burst Buffers for Big Data Processing in HPC systems (Short Paper)
Orcun Yildiz*, Amelie Chi Zhou^, Shadi Ibrahim
The 2017 IEEE International Conference on Cluster Computing (IEEE Cluster 2017)

[Euro-Par17] Energy-Driven Straggler Mitigation in MapReduce
Tien-Dat Phan*, Shadi Ibrahim, Amelie Chi Zhou^, Guillaume Aupy, Gabriel Antoniu
The 23rd International European Conference on Parallel and Distributed Computing (Euro-Par 2017)

[ICDCS17] On Achieving Efficient Data Transfer for Graph Processing in Geo-Distributed Datacenters
Amelie Chi Zhou^, Shadi Ibrahim, Bingsheng He
The 37th IEEE International Conference on Distributed Computing Systems (ICDCS 2017) (Applications and Experiences Track).

[ICDCS17] Characterizing Performance and Energy-efficiency of The RAMCloud Storage System
Yacine Taleb*, Shadi Ibrahim, Gabriel Antoniu, Toni Cortes
The 37th IEEE International Conference on Distributed Computing Systems (ICDCS 2017) (Applications and Experiences Track).

[EBDMA17W@CCGrid] An Empirical Evaluation of How The Network Impacts The Performance and Energy Efficiency in RAMCloud
Yacine Taleb*, Shadi Ibrahim, Gabriel Antoniu, Toni Cortes
Workshop on the Integration of Extreme Scale Computing and Big Data Management and Analytics in conjunction with IEEE/ACM CCGrid 2017

2016

[FGCS16Journal] Enabling Fast Failure Recovery in Shared Hadoop Clusters: Towards Failure-Aware Scheduling
Orcun Yildiz*, Shadi Ibrahim, Gabriel Antoniu
Future Generation Computer Systems (FGCS)

[FGCS16Journal] On the Energy Footprint of I/O Management in Exascale HPC Systems
Matthieu Dorier, Orcun Yildiz*, Shadi Ibrahim, Anne-Cecile Orgerie, Gabriel Antoniu
Future Generation Computer Systems (FGCS)

[IPDPS16] On the Root Causes of Cross-application I/O Interference in HPC Storage Systems
Orcun Yildiz*, Matthieu Dorier, Shadi Ibrahim, Robert Ross, Gabriel Antoniu
The 2016 international Parallel and Distributed Processing Symposium (IPDPS 2016)

[SAC16] On the Usability of Short- est Remaining Time First Policy in Shared Hadoop Cluster
Nathanael Cheriere*, Pierre Donat-Bouillud*, Shadi Ibrahim, Matthieu Simonin
In the 31st ACM Symposium On Applied Computing (ACM SAC 2016)

[ToPC16Journal] Damaris: Addressing Performance Variability in Data Management for Post-Petascale Simulations
Matthieu Dorier, Gabriel Antoniu, Franck Cappello, Marc Snir, Robert Sisneros, Orcun Yildiz*, Shadi Ibrahim, Tom Peterka and Leigh Orf
ACM Transactions on Parallel Computing (ACM ToPC Journal)

[Book Chapter] A Taxonomy and Survey of Scientific Computing in the Cloud
Amelie Chi Zhou, Bingsheng He, Shadi Ibrahim
Full chapter in Big Data: Principle and Paradigms, Wiley press, 2016.

[Book Chapter] Fault Tolerance in MapReduce: A Survey
Bunjamin Memishi, Shadi Ibrahim, Maria S. Perez, Gabriel Antoniu
Full chapter in Resource Management for Big Data Platforms, Springer press, 2016.

[Book Chapter] On the Dynamic Shifting of the MapReduce Timeout
Bunjamin Memishi, Shadi Ibrahim, Maria S. Perez and Gabriel Antoniu
Full chapter in Handbook of Research on Managing and Processing Big Data in Cloud Computing, IGI-Global press, 2016.

2015

[FGCS15Journal] Governing Energy Consumption in Hadoop through CPU Frequency Scaling: an Analysis
Shadi Ibrahim, Tien-Dat Phan*, Alexandra Carpen-Amarie, Houssem-Eddine Chihoub, Diana Moise, Gabriel Antoniu
Future Generation Computer Systems (FGCS 2015)

[TPDS15Journal] Using Formal Grammars to Predict I/O Behaviors in HPC: the Omnisc'IO Approach
Matthieu Dorier, Shadi Ibrahim, Gabriel Antoniu, Robert Ross
IEEE Transactions on Parallel and Distributed Systems (TPDS 2015)

[GreenCom15] On Understanding the Energy Impact of Speculative Execution in Hadoop
Tien-Dat Phan*, Shadi Ibrahim, Gabriel Antoniu, Luc Bouge
The 2015 IEEE International Conference on Green Computing and Communications (GreenCom 2015)

[GreenCom15Poster] Energy-Aware Massively Distributed Cloud Facilities: the DISCOVERY Initiative (Poster)
Frederic Desprez, Shadi Ibrahim, Adrien Lebre, Anne-Cecile Orgerie, Jonathan Pastor, Anthony Simone
The 2015 IEEE International Conference on Green Computing and Communications (GreenCom 2015)

[BigData15] Chronos: Failure-Aware Scheduling in Shared Hadoop Clusters
Orcun Yildiz*, Shadi Ibrahim, Gabriel Antoniu
The 2015 IEEE International Conference on Big Data (IEEE BigData 2015)

[SBAC-PAD15] Exploring Energy-Consistency Trade-offs in Cassandra Cloud Storage System
Houssem-Eddine Chihoub, Shadi Ibrahim, Yue Li*, Gabriel Antoniu, Maria Perez, Luc Bouge
The International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD 2015)

[ARMS-CC15W@PODC] An Eye on the Elephant in the Wild: A Performance Evaluation of Hadoop's Schedulers Under Failures
Shadi Ibrahim, Tran Anh Phuong*, Gabriel Antoniu
Workshop on Adaptive Resource Management and Scheduling for Cloud Computing (ARMS-CC-2015), held in conjunction with PODC-2015

[HPDC15Poster] Performance and Monetary Cost Optimizations for Scientific Workflows in the Cloud: A Probabilistic Approach (Poster)
Amelie Chi Zhou, Bingsheng He, Shadi Ibrahim, Reynold C.K. Cheng
The ACM Symposium on High-Performance Parallel and Distributed Computing (HPDC 2015)

[CCPE15Journal] iShare: Balancing I/O Performance Isolation and Disk I/O Efficiency in Virtualized Environments
Song Wu, Songqiao Tao, Xiao Ling, Hao Fan, Hai Jin, Shadi Ibrahim
Concurrency and Computation: Practice and Experience (CCPE 2015)

2014

[TPDS14Journal] Spatial Locality Aware Disk Scheduling in Virtualized Environment
Xiao Ling, Shadi Ibrahim, Hai Jin, Song Wu
IEEE Transactions on Parallel and Distributed Systems (TPDS 2014)

[SC14] Omnisc'IO: A Grammar-Based Approach to Spatial and Temporal I/O Patterns Prediction
Matthieu Dorier, Shadi Ibrahim, Gabriel Antoniu, Robert Ross
The international Conference for High Performance Computing, Networking, Storage and Analysis (SC 2014)

[ARMS-CC14W@PODC] Towards Efficient Power Management in MapReduce: Investigation of CPU-Frequencies Scaling on Power Efficiency in Hadoop
Shadi Ibrahim, Diana Moise, Houssem-Eddine Chihoub, Alexandra Carpen-Amarie, Luc Bouge and Gabriel Antoniu
Workshop on Adaptive Resource Management and Scheduling for Cloud Computing (ARMS-CC-2014), held in conjunction with PODC-2014

[DIDC14W@HPDC] A Performance and Energy Analysis of I/O Management Approaches for Exascale Systems
Orcun Yildiz*, Matthieu Dorier, Shadi Ibrahim, Gabriel Antoniu
In the Sixth International Workshop on Data Intensive Distributed Computing (DIDC 2014) will be held in conjunction with the 23rd International Symposium on High Performance Distributed Computing (HPDC 2014)

[IPDPS14] Calciom: Mitigating i/o interference in hpc systems through cross-application coordination
Matthieu Dorier, Gabriel Antoniu, Robert Ross, Dries Kimpe, Shadi Ibrahim
The 2014 international Parallel and Distributed Processing Symposium (IPDPS 2014)

2013

[PPNA13Journal] Handling Partitioning Skew in MapReduce using LEEN
Shadi Ibrahim, Hai Jin, Lu Lu, Bingsheng He , Gabriel Antoniu, Song Wu
Peer-to-Peer Networking and Applications (PPNA Journal 2013)

[IJPP13Journal] Inaccuracy in Private BitTorrent Measurements
Hai Jin, Honglei Jiang, Shadi Ibrahim, Xiaofei Liao
The International Journal of Parallel Programming (IJPP 2013)

[FGCS13Journal] Flubber: Two-level Disk Scheduling in Virtualized Environment
Hai Jin, Xiao Ling, Shadi Ibrahim, Wenzhi Cao, Song Wu, Gabriel Antoniu
Future Generation Computer Systems (FGCS 2013: CCGrid 2012 special issue).

[Book Chapter] Consistency Management in Cloud Storage Systems
Houssem-Eddine Chihoub, Shadi Ibrahim, Gabriel Antoniu, Maria S. Perez
Book Chapter in Advances in data processing techniques in the era of Big Data

[MASCOTS13] Exploiting Spatial Locality to Improve Disk Efficiency in Virtualized Environments
Xiao Ling, Shadi Ibrahim, Hai Jin, Song Wu, Songqiao Tao
The IEEE 21st International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems (MASCOTS 2013)

[CCGrid13] Consistency in the Cloud: When Money Does Matter!
Houssem-Eddine Chihoub, Shadi Ibrahim, Gabriel Antoniu, Maria S. Perez
The 13th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid 2013)

2012

[CCGrid12] Maestro: Replica-Aware Map Scheduling for MapReduce
Shadi Ibrahim, Hai Jin, Lu Lu , Bingsheng He, Gabriel Antoniu, Song Wu
The 12th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid 2012)

[Cluster12] Harmony: Towards Automated Self-Adaptive Consistency in Cloud Storage
Houssem-Eddine Chihoub, Shadi Ibrahim, Gabriel Antoniu, Maria S. Perez
The IEEE International Conference on Cluster Computing (Cluster 2012)

[CCGrid12] Efficient Disk I/O Scheduling with QoS guarantees for Xen-based Platforms
Xiao Ling, Hai Jin, Shadi Ibrahim, Wenzhi Cao, Song Wu
The 12th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid 2012)

[JoS12Journal] Petri Net based Grid Workflow Verification and Optimization
Haijun Cao, Hai Jin, Song Wu, Shadi Ibrahim
Journal of Supercomputing (JoS 2012)

2011

[Thesis] Performance-Aware Scheduling for Data-Intensive Cloud Computing.
Thesis doctorat, Huazhong University of Science & Technology, August 2011

[Book Chapter] The MapReduce Programming Model and Implementations
Hai Jin, Shadi Ibrahim, Li Qi, Haijun Cao, Song Wu, Xuanhua Shi
Book Chapter in Cloud Computing: Principles and Paradigms, Wiley Press, 28 Mar 2011.

[ICPP11] Adaptive I/O Scheduling for MapReduce in Virtualized Environment
Shadi Ibrahim, Hai Jin, Lu Lu , Bingsheng He, Song Wu
The 40th Annual International Conference on Parallel Processing (ICPP 2011)

[SCC11] Towards Pay-As-You-Consume Cloud Computing
Shadi Ibrahim, Bingsheng He, Hai Jin
IEEE 8th International Conference on Services Computing (SCC 2011)

2010

[Book Chapter] Cloud Types and Services
Hai Jin, Shadi Ibrahim, Tim Bell, Wei Gao, Dachuan Huang, Song Wu
Book Chapter in in the Handbook of Cloud Computing, Springer Press, 26 Sep 2010.

[Book Chapter] Tools and technologies for building the Clouds
Hai Jin, Shadi Ibrahim, Tim Bell, Li Qi, Haijun Cao, Song Wu, Xuanhua Shi
Book Chapter in Cloud Computing: Principles Systems and Applications, Springer Press, 2 Aug 2010.

[CloudCom10] LEEN: Locality/Fairness- aware key partitioning for MapReduce in the Cloud
Shadi Ibrahim, Hai Jin, Lu Lu, Bingsheng He, Li Qi, Song Wu
The 2nd IEEE International Conference on Cloud Computing Technology and Science (Cloudcom2010)

[MapReduce@HPDC10] MR-Scope: A Real Time Tracing Tool for MapReduce
Dachuan Huang, Xuanhua Shi, Shadi Ibrahim, Lu Lu, Song Wu, Hai Jin
The First International Workshop on MapReduce and its Applications (MAPREDUCE'10) in conjunction with (ACM HPDC 2010), June 22nd, 2010, Chicago, IL, USA

2009

[CloudCom09] Evaluating MapReduce on Virtual Machines: The Hadoop Case
Shadi Ibrahim, Hai Jin, Lu Lu, Li Qi, Song Wu, Xuanhua Shi
1st International conference on Cloud Computing (CloudCom2009)

[HPDC09Poster] CLOUDLET: Towards MapReduce Implementation on Virtual Machine (Poster)
Shadi Ibrahim, Hai Jin, Cheng bin, HaiJun Cao, Song Wu, Li Qi
The 18th International Symposium on High Performance Distributed Computing (HPDC-18)

[FITME09] ImageFlow: Workflow based Image Processing with Legacy Program in Grid
Haijun Cao, Hai Jin, Song Wu, Shadi Ibrahim
The 2009 International Conference on Future Information Technology and Management Engineering, (FITME 2009)

Before 2009

[ICTTA08] Grid Maintenance: Challenges and Existing Models
Shadi Ibrahim, Hai Jin, Li Qi, Chunqiang Zeng
The 3rd IEEE International Conference on Information & Communication Technologies: from Theory to Applications (ICTTA'08)

[Thesis] JXTA-Based Educational Collaborative System
Theis Master,Wuhan University of Technology, June 2007.

[DCABES07] The Implementation of Course Discussion System Using JXTA
Shadi Ibrahim, Qingping Guo
The 6th International Conference on Distributed Computing and Applications for business, engineering and sciences (DCABES2007)

[GCA05] A Proposal of Next Generation Grid-Operating System
Raihan Ur Rasool, Qingping Guo, Guo Yucheng, Zhou Zhen, Shadi Ibrahim,
The 2005 International Conference on Grid Computing and Applications (GCA 2005)

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