Cloud & Data-Intensive Computing       

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Cloud & Data-Intensive Computing Publications



2016

Towards scalable on-demand collective data access in IaaS clouds: An adaptive collaborative content exchange proposal
Bogdan Nicolae, Andrzej Kochut, Alexei Karve
J. Parallel Distrib. Comput.87, 67-79, 2016

Performance evaluation of hybrid optical switch architecture for data center networks
Muhammad Imran, Martin Collier, Pascal Landais, Kostas Katrinis
Optical Switching and Networking21, 1--15, Elsevier, 2016

On Efficient Hierarchical Storage for Big Data Processing
Krish K. R., Bharti Wadhwa, M. Safdar Iqbal, M. Mustafa Rafique, and Ali R. Butt
In Proceedings of the 16th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid), IEEE/ACM, 2016

Rack-scale disaggregated cloud data centers: The dReDBox project vision
K Katrinis, D Syrivelis, D Pnevmatikatos, G Zervas, D Theodoropoulos, I Koutsopoulos, K Hasharoni, D Raho, C Pinto, F Espina, others
2016 Design, Automation \& Test in Europe Conference \& Exhibition (DATE), pp. 690--695

Hierarchical redesign of classic MPI reduction algorithms
Khalid Hasanov, Alexey Lastovetsky
The Journal of Supercomputing, 1-13, Springer US, 2016


2015

Heterogeneous Cloud Systems Monitoring Using Semantic and Linked Data Technologies
Alessandro Portosa, M. Mustafa Rafique, Spyros Kotoulas, Luca Foschini, and Antonio Corradi
In Proceeding of the IEEE/IFIP International Symposium on Integrated Network Management (IM), IEEE/IFIP, 2015

Leveraging naturally distributed data redundancy to reduce collective I/O replication overhead
Bogdan Nicolae
IPDPS '15: 29th IEEE International Parallel and Distributed Processing Symposium, pp. 1023-1032, 2015

Towards Efficient On-demand VM Provisioning: Study of VM Runtime I/O Access Patterns to Shared Image Content
Andrzej Kochut, Alexei Karve, Bogdan Nicolae
IM'15: 13th IFIP/IEEE International Symposium on Integrated Network Management, pp. 321-329, 2015

Discovering and Leveraging Content Similarity to Optimize Collective On-Demand Data Access to IaaS Cloud Storage
Bogdan Nicolae, Alexei Karve, Andrzej Kochut
CCGrid'15: 15th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, pp. 211-220, 2015

Eliminating the State of Ping-Pong forMobile IP Optimization
Asma Rafiq, Ehsan Ullah Munir and M. Mustafa Rafique
Wireless Personal Communications (WPC), 1-14, Springer US, 2015

Hierarchical Optimization of MPI Reduce Algorithms
Hasanov, K., A. Lastovetsky
Lecture Notes in Computer Science/Proceedings of 13th International Conference, PaCT 2015, pp. 21-34, Springer

HOSA: Hybrid Optical Switch Architecture for Data Center Networks
Muhammad Imran, Martin Collier, Pascal Landais, Kostas Katrinis
Proceedings of the 12th ACM International Conference on Computing Frontiers, pp. 27:1--27:8, ACM, 2015

Performance Evaluation of a Hybrid Optical/Electrical Interconnect
Kostas Christodoulopoulos, Diego Lugones, Kostas Katrinis, Marco Ruffini, Donal O'Mahony
J. Opt. Commun. Netw. 7(3), 193--204, OSA, 2015
Abstract

Realizing Accelerated Cost-Effective Distributed RAID
Aleksandr Khasymski, M. Mustafa Rafique, Ali R. Butt, Sudharshan S. Vazhkudai, and Dimitrios S. Nikolopoulos
Book chapter in "Handbook on Data Centers", Springer, 2015

HETS: Heterogeneous Edge and Task Scheduling Algorithm for Heterogeneous Computing Systems
Anum Masood, Ehsan Ullah Munir, M. Mustafa Rafique, and Samee U. Khan
In Proceedings of the 7th IEEE International Workshop on Multicore and Multithreaded Architectures and Algorithms (M2A2), IEEE, 2015

Scheduler and resource manager for coprocessor-based heterogeneous clusters
Srihari Cadambi, Srimat Chakradhar, and M. Mustafa Rafique
US patent: 8984519 B2

Towards Transparent Throughput Elasticity for IaaS Cloud Storage: Exploring the Benefits of Adaptive Block-Level Caching
Bogdan Nicolae, Pierre Riteau, Kate Keahey
International Journal of Distributed Systems and Technologies 6(4), 22-41, 2015

Techniques to improve the scalability of collective checkpointing at large scale
Bogdan Nicolae
HPCS'15: The 2015 International Conference on High Performance Computing and Simulation, pp. 660-661

Enabling Big Data Analytics in the Hybrid Cloud using Iterative MapReduce
Francisco J. Clemente-Castello, Bogdan Nicolae, Kostas Katrinis, M. Mustafa Rafique, RafaelMayo, Juan Carlos Fernandez, and Daniela Loreti
In Proceedings of the 8th IEEE/ACM International Conference on Utility and Cloud Computing (UCC), IEEE/ACM, 2015

MRemu: An Emulation-Based Framework for Datacenter Network Experimentation Using Realistic MapReduce Traffic
Marcelo Veiga Neves, Ceasar A. F. De Rose, Kostas Katrinis
23rd IEEE International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunication Systems (MASCOTS 2015), IEEE Computer Society
Abstract

Understanding Spark Performance in Hybrid and Multi-Site Clouds
Roxana-Ioana Roman, Bogdan Nicolae, Alexandru Costan, Gabriel Antoniu
BDAC-15: 6th International Workshop on Big Data Analytics: Challenges and Opportunities, 2015

Software-Controlled Next Generation Optical Circuit Switching for HPC and Cloud Computing Datacenters
Muhammad Imran, Martin Collier, Pascal Landais, Kostas Katrinis
Electronics 4(4), 909--921, Multidisciplinary Digital Publishing Institute, 2015

Performance analysis of optical burst switching with fast optical switches for data center networks
Muhammad Imran, L, Pascal ais, Martin Collier, Kostas Katrinis
Transparent Optical Networks (ICTON), 2015 17th International Conference on, pp. 1--4

Performance Evaluation of TCP over Optical Burst-Switched Data Center Network
Muhammad Imran, Martin Collier, L, Pascal ais, Kostas Katrinis
Computational Science and Engineering (CSE), 2015 IEEE 18th International Conference on, pp. 51--57


2014

Next Generation HPC Clouds: A View for Large-Scale Scientific and Data-Intensive Applications
Dana Petcu, Horacio Gonzalez-Velez, Bogdan Nicolae, Juan Miguel Garcia-Gomez, Elies Fuster-Garcia, Craig Sheridan
DIHC'14: The 2nd Workshop on Dependability and Interoperability in Heterogeneous Clouds, pp. 26-37, 2014

GreenSched: A Hadoop Workflow Scheduler for Microservers
Krish K. R., M. Safdar Iqbal, M. Mustafa Rafique
IEEE International Workshop on Green Programming, Computing, and Data Processing (GPCDP), 2014

Data-Intensive Workflow Optimization based on Application Task Graph Partitioning in Heterogeneous Computing Systems
Saima Gulzar Ahmad, Chee Sun Liew, M. Mustafa Rafique, Ehsan Ullah Munir, and Samee U. Khan
IEEE International Conference on Big Data and Cloud Computing (BDCloud), IEEE, 2014

Towards Energy Awareness in Hadoop
Krish K. R., M. Safdar Iqbal, M. Mustafa Rafique, and Ali R. Butt
International Workshop on Network-Aware Data Management (NDM), 2014

To overlap or not to overlap: optimizing incremental MapReduce computations for on-demand data upload
Stefan Ene, Bogdan Nicolae, Alexandru Costan, Gabriel Antoniu
DataCloud '14: The 5th International Workshop on Data-Intensive Computing in the Clouds, pp. 9-16, 2014

Transparent Throughput Elasticity for IaaS Cloud Storage Using Guest-Side Block-Level Caching
Bogdan Nicolae, Pierre Riteau, Kate Keahey
UCC'14: 7th IEEE/ACM International Conference on Utility and Cloud Computing, pp. 186-195, 2014

A Capacity Allocation Approach for Volunteer Cloud Federations Using Poisson-Gamma Gibbs Sampling
Abdelmounaam Rezgui, Gary Quezada, M. Mustafa Rafique, and Zaki Malik
In Proceedings of the 7th IEEE International Conference on Cloud Computing (CLOUD), 2014

Ultra-fast load balancing of distributed key-value stores through network-assisted lookups
Davide De Cesaris, Kostas Katrinis, Spyros Kotoulas, Antonio Corradi
European Conference on Parallel Processing, pp. 294--305, 2014

Distributed Detection of Cancer Cells in Cellular Spike Streams
Abdul Hafeez, M. Mustafa Rafique, and Ali R. Butt
In Proceedings of theWorkshop on Clusters, Clouds and Grids for Health (CCGRID-Health), 2014

C-Cell Detector: High-ThroughputData Processing Framework for the Detection and Identification of Biological Targets using Solid-State Micropores
Abdul Hafeez, M. Mustafa Rafique and Ali R. Butt
In Proceedings of the 6th International Conference on Bioinformatics and Computational Biology (BICOB), ISCA, 2014

Bursting the Cloud Data Bubble: Towards Transparent Storage Elasticity in IaaS Clouds
Bogdan Nicolae, Pierre Riteau, Kate Keahey
IPDPS '14: Proc. 28th IEEE International Parallel and Distributed Processing Symposium, pp. 135-144, 2014

Pythia: Faster Big Data in Motion through Predictive Software-Defined Network Optimization at Runtime
Marcelo Neves, Kostas Katrinis, Hubertus Franke and Cesar A. F. De Rose
28th IEEE International Parallel & Distributed Processing Symposium (IPDPS '14), IEEE, 2014
Abstract

Accelerating HPC Workloads with Dynamic Adaptation of a Software-Defined Hybrid Electronic/Optical Interconnect
Kostas Christodoulopoulos, Kostas Katrinis, Marco Ruffini, and Donal O'Mahony
Proceedings of the 2014 Optical Fiber Communication Conference (OFC '14), Optical Society of America (OSA)

Programming and Managing Resources on Accelerator-Enabled Clusters
M. Mustafa Rafique, Ali R. Butt, and Dimitrios S. Nikolopoulos
Programming Multi-core and Many-core Computing Systems, 2014
Ed. by Sabri Pllana, Fatos Xhafa. Wiley Series on Parallel and Distributed Computing. Wiley-Blackwell.


2013

SDN control for hybrid OCS/electrical datacenter networks: An enabler or just a convenience?
Kostas Katrinis, Guohui Wang, Laurent Schares
IEEE Photonics Society Summer Topical Meeting Series, pp. 243, 2013

Dynamic Sharing of GPUs in Cloud Systems
Khaled Diab, M. Mustafa Rafique, Mohamed Hefeeda
High-Performance Grid and Cloud Computing Workshop, IEEE, 2013

SDN control for hybrid OCS/electrical datacenter networks:an enabler or just a convenience?
Kostas Katrinis, Guohui Wang and Laurent Schares
Proceedings of the 2013 IEEE Summer Topicals, IEEE Photonics Society

A reconfigurable, regular-topology cluster/datacenter network using commodity optical switches
Diego Lugones, Kostas Katrinis, Georgios Theodoropoulos, Martin Collier
Future Generation Computer Systems, Elsevier, 2013

Leveraging Collaborative Content Exchange for On-Demand VM Multi-Deployments in IaaS Clouds
Bogdan Nicolae, M. Mustafa Rafique
Euro-Par '13: 19th International Euro-Par Conference on Parallel Processing, 2013

Towards Scalable Checkpoint Restart: A Collective Inline Memory Contents Deduplication Proposal
Bogdan Nicolae
IPDPS '13: The 27th IEEE International Parallel and Distributed Processing Symposium, pp. 19-28, 2013

Scalable Data Management for Map-Reduce-based Data-Intensive Applications: A View for Cloud and Hybrid Infrastructures
Gabriel Antoniu, Julien Bigot, Cristophe Blanchet, Luc Bouge, Francois Briant, Franck Cappello, Alexandru Costan, Frederic Desprez, Gilles Fedak, Sylvain Gault, Kate Keahey, Bogdan Nicolae, Christian Perez, Anthony Simonet, Frederic Suter et al.
International Journal of Cloud Computing 2(2), 150-170, Inderscience Publishers, 2013

AI-Ckpt: Leveraging Memory Access Patterns for Adaptive Asynchronous Incremental Checkpointing
Bogdan Nicolae, Franck Cappello
HPDC '13: 22th International ACM Symposium on High-Performance Parallel and Distributed Computing, pp. 155-166, 2013

Leveraging Collaborative Content Exchange for On-Demand VM Multi-Deployments in IaaS Clouds
Bogdan Nicolae, Mustafa Rafique
Euro-Par '13: 19th International Euro-Par Conference on Parallel Processing, pp. 305-316, 2013

Accelerating Communication-Intensive Parallel Workloads Using Commodity Optical Switches and a Software-Configurable Control Stack
Diego Lugones, Konstantinos Christodoulopoulos, Kostas Katrinis, Marco Ruffini, Donal O’Mahony, Martin Collier
Euro-Par 2013 Parallel Processing, pp. 713--724, Springer

Tailoring the network to the problem: topology configuration in hybrid electronic packet switched/optical circuit switched interconnects
Kostas Christodoulopoulos, Kostas Katrinis, Marco Ruffini, Donal O'Mahony
Concurrency and Computation: Practice and Experience, Wiley Online Library, 2013

Generating synthetic task graphs for simulating stream computing systems
Deepak Ajwani, Shoukat Ali, Kostas Katrinis, Cheng-Hong Li, Alfred J Park, John P Morrison, Eugen Schenfeld
Journal of Parallel and Distributed Computing, Elsevier, 2013

MiceTrap: Scalable Traffic Engineering of Datacenter Mice Flows using OpenFlow
Ramona Trestian, Gabriel-Miro Muntean and Kostas Katrinis
IFIP/IEEE International Symposium on Integrated Network Management (IM/NOMS '13), IEEE Communications Society, 2013


2012

Alleviating Scalability Issues of Checkpointing Protocols
Rolf Riesen, Kurt Ferreira, Dilma Da Silva, Pierre Lemarinier, Dorian Arnold, Patrick G. Bridges
SC'12: Proceedings of the 2012 ACM/IEEE International Conference for High Performance Computing, Networking, Storage and Analysis, IEEE Computer Society

Detection and Correction of Silent Data Corruption for Large-Scale High-Performance Computing
David Fiala, Frank Mueller, Christian Engelmann, Rolf Riesen, Kurt Ferreira, Ron Brightwell
SC'12: Proceedings of the 2012 ACM/IEEE International Conference for High Performance Computing, Networking, Storage and Analysis, IEEE Computer Society

The Viability of Using Compression to Decrease Message Log Sizes
Kurt Ferreira, Rolf Riesen, Dorian Arnold, Dewan Ibtesham, Ron Brightwell
Euro-Par 2012 Workshops, Springer, Heidelberg
5th Workshop on Resiliency in High Performance Computing (Resilience) in Clusters, Clouds, and Grids in conjunction with the 18th International European Conference on Parallel and Distributed Computing (Euro-Par 2012), Rhodes Island, G

Simulating application resilience at exascale
Rolf Riesen, Kurt Ferreira, Maria Ruiz Varela, Michela Taufer, Arun Rodrigues
Euro-Par 2011 Workshops, Part II, pp. 221--230, Springer, Heidelberg, 2012
4th Workshop on Resiliency in High Performance Computing (Resilience) in Clusters, Clouds, and Grids in conjunction with the 17th International European Conference on Parallel and Distributed Computing (Euro-Par 2011), Bordeaux, France, August

A Reconfigurable Optical/Electrical Interconnect Architecture for Large-scale Clusters and Datacenters
Diego Lugones, Kostas Katrinis, Martin Collier
ACM Computing Frontiers (Best Paper Award), pp. 13-22, ACM, 2012
(Best Paper Award)

Topology Configuration in Hybrid EPS/OCS Interconnects
Konstantinos Christodoulopoulos, Donal O'Mahony, Marco Ruffini, and Kostas Katrinis
Proceedings of the International European Conference on Parallel and Distributed Computing (Euro-Par 2012 Distinguished Paper Award)

Parallel Simulation Models for the Evaluation of Future Large-Scale Datacenter Networks
Diego Lugones, Kostas Katrinis, Martin Collier, Georgios Theodoropoulos
Proceedings of the 2012 IEEE/ACM 16th International Symposium on Distributed Simulation and Real Time Applications (DS-RT '12), pp. 85-92, IEEE Computer Society


2011

Encyclopedia of Parallel Computing

Springer, 2011

Job Scheduling
Arthur B. Maccabe Rolf Riesen
Encyclopedia of Parallel Computing, pp. 997-1002, 2011

Evaluating the Viability of Process Replication Reliability for Exascale Systems
Ron Brightwell Kurt Ferreira
Proceedings of the 2011 ACM/IEEE International Conference for High Performance Computing, Networking, Storage and Analysis, IEEE Computer Society
Abstract

Operating System Strategies
Arthur B. Maccabe Rolf Riesen
Encyclopedia of Parallel Computing, pp. 1391-1401, 2011

Single System Image
Arthur B. Maccabe Rolf Riesen
Encyclopedia of Parallel Computing, pp. 1820-1827, 2011

Evaluating the Viability of Process Replication Reliability for Exascale Systems
Kurt Ferreira, Rolf Riesen, Patrick G. Bridges, Dorian Arnold, Steraley, James H. Laros III, Ron Oldfield, Kevin Pedretti, Ron Brightwell
Proceedings of the 2011 ACM/IEEE International Conference for High Performance Computing, Networking, Storage and Analysis, IEEE Computer Society
Abstract

Libhashckpt: Hash-based Incremental Checkpointing Using GPU\'s
Dorian Arnold Kurt Ferreira
Recent Advances in the Message Passing Interface: 18th European MPI Users\' Group Meeting, EuroMPI 2011, Santorini, Greece, September 2011. Proceedings, Springer Verlag

Cache injection for parallel applications
Arthur B. Maccabe Edgar A. Le\'on
Proceedings of the 20th international symposium on High performance distributed computing, pp. 15--26, ACM, 2011
Abstract

A framework for architecture-level power, area, and thermal simulation and its application to network-on-chip design exploration
M. Hsieh, K. Thompson, W. Song, A.F. Rodrigues, R. Riesen
SIGMETRICS Perform. Eval. Rev.38, 63--68, ACM, 2011
Abstract

Dimensioning the Future Pan-European Optical Network With Energy Efficiency Considerations
A. Tzanakaki, K. Katrinis, T. Politi, A. Stavdas, M. Pickavet, P. Van Daele, D. Simeonidou, M. O?Mahony, S. Aleksi?, L. Wosinska, and P. Monti
Journal of Optical Communication Networks 3(4), 272-280, Optical Society of America, 2011

A flexible workload generator for simulating stream computing systems
Deepak Ajwani, Shoukat Ali, Kostas Katrinis, Cheng-Hong Li, Alfred J Park, John P Morrison, Eugen Schenfeld
Modeling, Analysis \& Simulation of Computer and Telecommunication Systems (MASCOTS), 2011 IEEE 19th International Symposium on, pp. 409--417


2010

Gathering Entropy at Large Scale with HAVEGE and BlobSeer
Alin Suciu, Bogdan Nicolae, Gabriel Antoniu, Zsolt Istvan, Istvan Szakats
Automat. Comput. Appl. Math.19, 3-11, MEDIAMIRA Science Publisher, 2010