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2009
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Marcos Dias de Assunção:
Provisioning techniques and policies for resource sharing between grids. University of Melbourne, Parkville, Victoria, Australia, 2009

Journal Articles

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2023
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Alexandre da Silva Veith, Marcos Dias de Assunção, Laurent Lefèvre:
Latency-Aware Strategies for Deploying Data Stream Processing Applications on Large Cloud-Edge Infrastructure. IEEE Trans. Cloud Comput. 11(1): 445-456 (2023)
2022
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Michal Rzepka, Piotr Borylo, Marcos D. Assuncao, Artur Lason, Laurent Lefèvre:
SDN-based fog and cloud interplay for stream processing. Future Gener. Comput. Syst. 131: 1-17 (2022)
2021
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Marcos Dias de Assunção, Eduardo Rocha Rodrigues, Bruno Raffin:
Preface - Special issue Advances on High Performance Computing for Artificial Intelligence. J. Parallel Distributed Comput. 156: 131 (2021)
2020
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Gayashan Amarasinghe, Marcos Dias de Assunção, Aaron Harwood, Shanika Karunasekera:
ECSNeT++ : A simulator for distributed stream processing on edge and cloud environments. Future Gener. Comput. Syst. 111: 401-418 (2020)
2019
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Rajkumar Buyya, Satish Narayana Srirama, Giuliano Casale, Rodrigo N. Calheiros, Yogesh Simmhan, Blesson Varghese, Erol Gelenbe, Bahman Javadi, Luis Miguel Vaquero, Marco A. S. Netto, Adel Nadjaran Toosi, Maria Alejandra Rodriguez, Ignacio Martín Llorente, Sabrina De Capitani di Vimercati, Pierangela Samarati, Dejan S. Milojicic, Carlos A. Varela, Rami Bahsoon, Marcos Dias de Assunção, Omer F. Rana, Wanlei Zhou, Hai Jin, Wolfgang Gentzsch, Albert Y. Zomaya, Haiying Shen:
A Manifesto for Future Generation Cloud Computing: Research Directions for the Next Decade. ACM Comput. Surv. 51(5): 105:1-105:38 (2019)
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Felipe Rodrigo de Souza, Charles Christian Miers, Adriano Fiorese, Marcos Dias de Assunção, Guilherme Piêgas Koslovski:
QVIA-SDN: Towards QoS-Aware Virtual Infrastructure Allocation on SDN-based Clouds. J. Grid Comput. 17(3): 447-472 (2019)
2018
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Marcos Dias de Assunção, Laurent Lefèvre:
Bare-metal reservation for cloud: an analysis of the trade off between reactivity and energy efficiency. Clust. Comput. 21(2): 1289-1300 (2018)
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Marcos Dias de Assunção, Alexandre Da Silva Veith, Rajkumar Buyya:
Distributed data stream processing and edge computing: A survey on resource elasticity and future directions. J. Netw. Comput. Appl. 103: 1-17 (2018)
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Francisco Almeida, Marcos Dias de Assunção, Jorge G. Barbosa, Vicente Blanco Pérez, Ivona Brandic, Georges Da Costa, Manuel F. Dolz, Anne C. Elster, Mateusz Jarus, Helen D. Karatza, Laurent Lefèvre, Ilias Mavridis, Ariel Oleksiak, Anne-Cécile Orgerie, Jean-Marc Pierson:
Energy monitoring as an essential building block towards sustainable ultrascale systems. Sustain. Comput. Informatics Syst. 17: 27-42 (2018)
2017
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Adel Nadjaran Toosi, Chenhao Qu, Marcos Dias de Assunção, Rajkumar Buyya:
Renewable-aware geographical load balancing of web applications for sustainable data centers. J. Netw. Comput. Appl. 83: 155-168 (2017)
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Marcos Dias de Assunção, Radu Carpa, Laurent Lefèvre, Olivier Glück, Piotr Borylo, Artur Lason, Andrzej Szymanski, Michal Rzepka:
Designing and building SDN testbeds for energy-aware traffic engineering services. Photonic Netw. Commun. 34(3): 396-410 (2017)
2016
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Marcos Dias de Assunção, Carlos Cardonha, Marco A. S. Netto, Renato Luiz de Freitas Cunha:
Impact of user patience on auto-scaling resource capacity for cloud services. Future Gener. Comput. Syst. 55: 41-50 (2016)
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Fernando Koch, Marcos Dias de Assunção, Carlos Cardonha, Marco A. S. Netto:
Optimising resource costs of cloud computing for education. Future Gener. Comput. Syst. 55: 473-479 (2016)
2015
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Fernando Luiz Koch, Marcos Dias de Assunção, Carlos Cardonha, Marco Aurélio Stelmar Netto, Tiago T. Primo:
An architecture and algorithm for context-aware resource allocation for digital teaching platforms. IBM J. Res. Dev. 59(6) (2015)
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Marcos Dias de Assunção, Rodrigo N. Calheiros, Silvia Bianchi, Marco A. S. Netto, Rajkumar Buyya:
Big Data computing and clouds: Trends and future directions. J. Parallel Distributed Comput. 79-80: 3-15 (2015)
2013
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Anne-Cécile Orgerie, Marcos Dias de Assunção, Laurent Lefèvre:
A survey on techniques for improving the energy efficiency of large-scale distributed systems. ACM Comput. Surv. 46(4): 47:1-47:31 (2013)
2012
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Marcos Dias de Assunção, Laurent Lefèvre:
State of the Art on Technology and Practices for Improving the Energy Efficiency of Data Storage. Adv. Comput. 87: 89-124 (2012)
2010
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Marcos Dias de Assunção, Alexandre di Costanzo, Rajkumar Buyya:
A cost-benefit analysis of using cloud computing to extend the capacity of clusters. Clust. Comput. 13(3): 335-347 (2010)
2009
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Marcos Dias de Assunção, Rajkumar Buyya:
Performance analysis of allocation policies for interGrid resource provisioning. Inf. Softw. Technol. 51(1): 42-55 (2009)
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Alexandre di Costanzo, Marcos Dias de Assunção, Rajkumar Buyya:
Harnessing Cloud Technologies for a Virtualized Distributed Computing Infrastructure. IEEE Internet Comput. 13(5): 24-33 (2009)
2008
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Marcos Dias de Assunção, Rajkumar Buyya, Srikumar Venugopal:
InterGrid: a case for internetworking islands of Grids. Concurr. Comput. Pract. Exp. 20(8): 997-1024 (2008)
2004
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Marcos Dias de Assunção, Fernando Luiz Koch, Carlos Becker Westphall:
Grids of agents for computer and telecommunication network management. Concurr. Pract. Exp. 16(5): 413-424 (2004)

Conference and Workshop Papers

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2024
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Carlos Henrique Kayser, Marcos Dias de Assunção, Tiago Ferreto:
Lapse: Latency & Power-Aware Placement of Data Stream Applications on Edge Computing. CLOSER 2024: 358-366
2023
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Niloofar Gholipour, Marcos Dias de Assunção, Pranav Agarwal, Julien Gascon-Samson, Rajkumar Buyya:
TPTO: A Transformer-PPO based Task Offloading Solution for Edge Computing Environments. ICPADS 2023: 1115-1122
2021
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Mohammad Sadegh Aslanpour, Adel Nadjaran Toosi, Claudio Cicconetti, Bahman Javadi, Peter Sbarski, Davide Taibi, Marcos Dias de Assunção, Sukhpal Singh Gill, Raj Gaire, Schahram Dustdar:
Serverless Edge Computing: Vision and Challenges. ACSW 2021: 10:1-10:10
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Marcos Dias de Assunção:
Towards Elastic and Sustainable Data Stream Processing on Edge Infrastructure. ICPE (Companion) 2021: 19-20
2020
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Felipe Rodrigo de Souza, Alexandre Da Silva Veith, Marcos Dias de Assunção, Eddy Caron:
Scalable Joint Optimization of Placement and Parallelism of Data Stream Processing Applications on Cloud-Edge Infrastructure. ICSOC 2020: 149-164
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Felipe Rodrigo de Souza, Marcos Dias de Assunção, Eddy Caron, Alexandre da Silva Veith:
An Optimal Model for Optimizing the Placement and Parallelism of Data Stream Processing Applications on Cloud-Edge Computing. SBAC-PAD 2020: 59-66
2019
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Eduard Gibert Renart, Alexandre Da Silva Veith, Daniel Balouek-Thomert, Marcos Dias de Assunção, Laurent Lefèvre, Manish Parashar:
Distributed Operator Placement for IoT Data Analytics Across Edge and Cloud Resources. CCGRID 2019: 459-468
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Alexandre Da Silva Veith, Felipe Rodrigo de Souza, Marcos Dias de Assunção, Laurent Lefèvre, Julio Cesar Santos dos Anjos:
Multi-Objective Reinforcement Learning for Reconfiguring Data Stream Analytics on Edge Computing. ICPP 2019: 106:1-106:10
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Felipe Rodrigo de Souza, Marcos Dias de Assunção, Eddy Caron:
A Throughput Model for Data Stream Processing on Fog Computing. HPCS 2019: 969-975
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Alexandre da Silva Veith, Marcos Dias de Assunção, Laurent Lefèvre:
Monte-Carlo Tree Search and Reinforcement Learning for Reconfiguring Data Stream Processing on Edge Computing. SBAC-PAD 2019: 48-55
2018
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Lucas Leandro Nesi, Maurício Aronne Pillon, Marcos Dias de Assunção, Guilherme Piêgas Koslovski:
GPU-Accelerated Algorithms for Allocating Virtual Infrastructure in Cloud Data Centers. CCGrid 2018: 364-365
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Lucas Leandro Nesi, Maurício A. Pillon, Marcos Dias de Assunção, Charles Christian Miers, Guilherme Piêgas Koslovski:
Tackling Virtual Infrastructure Allocation in Cloud Data Centers: a GPU-Accelerated Framework. CNSM 2018: 191-197
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Thomas Pellissier Tanon, Marcos Dias de Assunção, Eddy Caron, Fabian M. Suchanek:
Demoing Platypus - A Multilingual Question Answering Platform for Wikidata. ESWC (Satellite Events) 2018: 111-116
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Alexandre Da Silva Veith, Marcos Dias de Assunção, Laurent Lefèvre:
Latency-Aware Placement of Data Stream Analytics on Edge Computing. ICSOC 2018: 215-229
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Gayashan Amarasinghe, Marcos Dias de Assunção, Aaron Harwood, Shanika Karunasekera:
A Data Stream Processing Optimisation Framework for Edge Computing Applications. ISORC 2018: 91-98
2017
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Radu Carpa, Marcos Dias de Assunção, Olivier Glück, Laurent Lefèvre, Jean-Christophe Mignot:
Evaluating the impact of SDN-induced frequent route changes on TCP flows. CNSM 2017: 1-9
2016
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Marcos Dias de Assunção, Laurent Lefèvre, François Rossigneux:
On the impact of advance reservations for energy-aware provisioning of bare-metal cloud resources. CNSM 2016: 238-242
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Radu Carpa, Marcos Dias de Assunção, Olivier Glück, Laurent Lefèvre, Jean-Christophe Mignot:
Responsive algorithms for handling load surges and switching links on in green networks. ICC 2016: 1-7
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Marcos Dias de Assunção, Radu Carpa, Laurent Lefèvre, Olivier Glück:
On Designing SDN Services for Energy-Aware Traffic Engineering. TRIDENTCOM 2016: 14-23
2015
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Julio C. S. dos Anjos, Marcos D. Assuncao, Jean Luca Bez, Cláudio F. R. Geyer, Edison Pignaton de Freitas, Alexandre Carissimi, João Paulo Carvalho Lustosa da Costa, Gilles Fedak, Felix Freitag, Volker Markl, Paul Fergus, Rubem Pereira:
SMART: An Application Framework for Real Time Big Data Analysis on Heterogeneous Cloud Environments. CIT/IUCC/DASC/PICom 2015: 199-206
2014
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Renato Luiz de Freitas Cunha, Marcos D. Assuncao, Carlos Cardonha, Marco Aurélio Stelmar Netto:
Exploiting User Patience for Scaling Resource Capacity in Cloud Services. IEEE CLOUD 2014: 448-455
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François Rossigneux, Laurent Lefèvre, Jean-Patrick Gelas, Marcos Dias de Assunção:
A Generic and Extensible Framework for Monitoring Energy Consumption of OpenStack Clouds. BDCloud 2014: 696-702
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Marco Aurélio Stelmar Netto, Carlos Cardonha, Renato Luiz de Freitas Cunha, Marcos D. Assuncao:
Evaluating Auto-scaling Strategies for Cloud Computing Environments. MASCOTS 2014: 187-196
2013
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Marco Aurélio Stelmar Netto, Marcos D. Assuncao, Silvia Bianchi:
Leveraging attention scarcity to improve the overall user experience of Cloud services. CNSM 2013: 84-91
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Carlos Cardonha, Marcos Dias de Assunção, Marco Aurélio Stelmar Netto, Renato Luiz de Freitas Cunha, Carlos Queiroz:
Patience-Aware Scheduling for Cloud Services: Freeing Users from the Chains of Boredom. ICSOC 2013: 550-557
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Marco Aurélio Stelmar Netto, Marcos Dias de Assunção:
Software bundling selection for Cloud virtual machine images. IM 2013: 575-581
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Marco Aurélio Stelmar Netto, Marcos Dias de Assunção:
When cloud virtual machine images need to be updated. IM 2013: 884-887
2012
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Fernando Luiz Koch, Marcos Dias de Assunção, Marco Aurélio Stelmar Netto:
A Cost Analysis of Cloud Computing for Education. GECON 2012: 182-196
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Marcos Dias de Assunção, Marco Aurélio Stelmar Netto, Brian Peterson, Lakshminarayanan Renganarayana, John J. Rofrano, Chris Ward, Chris Young:
CloudAffinity: A framework for matching servers to cloudmates. NOMS 2012: 213-220
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Marcos Dias de Assunção, Marco Aurélio Stelmar Netto, Fernando Luiz Koch, Silvia Bianchi:
Context-Aware Job Scheduling for Cloud Computing Environments. UCC 2012: 255-262
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Marcos Dias de Assunção, Victor F. Cavalcante, Maíra A. de C. Gatti, Marco Aurélio Stelmar Netto, Claudio S. Pinhanez, Cleidson R. B. de Souza:
Scheduling with preemption for incident management: when interrupting tasks is not such a bad idea. WSC 2012: 403:1-403:12
2010
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Georges Da Costa, Marcos Dias de Assunção, Jean-Patrick Gelas, Yiannis Georgiou, Laurent Lefèvre, Anne-Cécile Orgerie, Jean-Marc Pierson, Olivier Richard, Amal Sayah:
Multi-facet approach to reduce energy consumption in clouds and grids: the GREEN-NET framework. e-Energy 2010: 95-104
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Marcos Dias de Assunção, Anne-Cécile Orgerie, Laurent Lefèvre:
An Analysis of Power Consumption Logs from a Monitored Grid Site. GreenCom/CPSCom 2010: 61-68
2009
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Marcos Dias de Assunção, Alexandre di Costanzo, Rajkumar Buyya:
Evaluating the cost-benefit of using cloud computing to extend the capacity of clusters. HPDC 2009: 141-150
2008
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Marcos Dias de Assunção, Rajkumar Buyya:
Performance Analysis of Multiple Site Resource Provisioning: Effects of the Precision of Availability Information. HiPC 2008: 157-168
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Marcos Dias de Assunção, Rajkumar Buyya:
A Cost-Aware Resource Exchange Mechanism for Load Management across Grids. ICPADS 2008: 213-220
2007
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Marcos Dias de Assunção, Werner Streitberger, Torsten Eymann, Rajkumar Buyya:
Enabling the Simulation of Service-Oriented Computing and Provisioning Policies for Autonomic Utility Grids. GECON 2007: 136-149
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Paulo F. Silva, Carlos Becker Westphall, Carla Merkle Westphall, Marcos Dias de Assunção:
Design and Evaluation of a Grid Computing Based Architecture for Integrating Heterogeneous IDSs. GLOBECOM 2007: 338-342
2006
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Carlos Oberdan Rolim, Fernando Luiz Koch, Marcos Dias de Assunção, Carlos Becker Westphall:
Towards a Grid of Sensors for Telemedicine. CBMS 2006: 485-490
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Fabio Navarro, Alexandre Schulter, Fernando Luiz Koch, Marcos Dias de Assunção, Carlos Becker Westphall:
Grid Middleware for Mobile Decision Support Systems. ICN/ICONS/MCL 2006: 125
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Paulo F. Silva, Carlos Becker Westphall, Carla Merkle Westphall, Marcos Dias de Assunção:
Composition of a DIDS by integrating heterogeneous IDSs on grids. MGC@Middleware 2006: 12
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Fabio Navarro, Alexandre Schulter, Fernando Luiz Koch, Marcos Dias de Assunção, Carlos Becker Westphall:
Towards a Middleware for Mobile Grids. NOMS 2006
2005
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Marcos Dias de Assunção, Krishna Nadiminti, Srikumar Venugopal, Tianchi Ma, Rajkumar Buyya:
An Integration of Global and Enterprise Grid Computing: Gridbus Broker and Xgrid Perspective. GCC 2005: 406-417
2004
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Fernando Luiz Koch, Carlos Becker Westphall, Marcos Dias de Assunção, Edison Xavier:
Distributed Artificial Intelligence for Network Management Systems ? New Approaches. SAPIR 2004: 135-145
2003
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Marcos Dias de Assunção, Carlos Becker Westphall, Fernando Luiz Koch:
Grids of Agents for Computer and Telecommunication Network Management. Middleware Workshops 2003: 186-193

Reference Works

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2019
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Alexandre Aa Silva Veith, Marcos Dias de Assunção:
Apache Spark. Encyclopedia of Big Data Technologies 2019

Informal and Other Publications

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2023
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Niloofar Gholipour, Marcos Dias de Assunção, Pranav Agarwal, Julien Gascon-Samson, Rajkumar Buyya:
TPTO: A Transformer-PPO based Task Offloading Solution for Edge Computing Environments. CoRR abs/2312.11739 (2023)
2017
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Marcos Dias de Assunção, Alexandre Da Silva Veith, Rajkumar Buyya:
Resource Elasticity for Distributed Data Stream Processing: A Survey and Future Directions. CoRR abs/1709.01363 (2017)
[i6]
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Rajkumar Buyya, Satish Narayana Srirama, Giuliano Casale, Rodrigo N. Calheiros, Yogesh Simmhan, Blesson Varghese, Erol Gelenbe, Bahman Javadi, Luis Miguel Vaquero, Marco A. S. Netto, Adel Nadjaran Toosi, Maria Alejandra Rodriguez, Ignacio Martín Llorente, Sabrina De Capitani di Vimercati, Pierangela Samarati, Dejan S. Milojicic, Carlos A. Varela, Rami Bahsoon, Marcos Dias de Assunção, Omer F. Rana, Wanlei Zhou, Hai Jin, Wolfgang Gentzsch, Albert Y. Zomaya, Haiying Shen:
A Manifesto for Future Generation Cloud Computing: Research Directions for the Next Decade. CoRR abs/1711.09123 (2017)
2015
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Marcos Dias de Assunção:
Enhanced Red-Black-Tree Data Structure for Facilitating the Scheduling of Reservations. CoRR abs/1504.00785 (2015)
2014
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François Rossigneux, Jean-Patrick Gelas, Laurent Lefèvre, Marcos Dias de Assunção:
A Generic and Extensible Framework for Monitoring Energy Consumption of OpenStack Clouds. CoRR abs/1408.6328 (2014)
2013
[i3]
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Carlos Cardonha, Marcos Dias de Assunção, Marco Aurélio Stelmar Netto, Renato Luiz de Freitas Cunha, Carlos Queiroz:
Patience-aware Scheduling for Cloud Services: Freeing Users from the Chains of Boredom. CoRR abs/1308.4166 (2013)
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Marcos Dias de Assunção, Rodrigo N. Calheiros, Silvia Bianchi, Marco Aurélio Stelmar Netto, Rajkumar Buyya:
Big Data Computing and Clouds: Challenges, Solutions, and Future Directions. CoRR abs/1312.4722 (2013)
2006
[i1]
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Chee Shin Yeo, Marcos Dias de Assunção, Jia Yu, Anthony Sulistio, Srikumar Venugopal, Martin Placek, Rajkumar Buyya:
Utility Computing and Global Grids. CoRR abs/cs/0605056 (2006)

Coauthor Index

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