Journal Article |
Hameed, K and Garg, S and Amin, MB and Kang, B and Khan, A, A context-aware information-based clone node attack detection scheme in Internet of Things, Journal of Network and Computer Applications, 197 Article 103271. ISSN 1084-8045 (2022) [Refereed Article] | |
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KC, U and Hilton, J and Garg, S and Aryal, J, A probability-based risk metric for operational wildfire risk management, Environmental Modelling and Software, 148 Article 105286. ISSN 1364-8152 (2022) [Refereed Article] |  |
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Maqsood, S and Xu, S and Tran, S and Garg, S and Springer, M and Karunanithi, M and Mohawesh, R, A survey: from shallow to deep machine learning approaches for blood pressure estimation using biosensors, Expert Systems With Applications, 197 Article 116788. ISSN 0957-4174 (2022) [Refereed Article] |  |
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Hameed, K and Barika, M and Garg, S and Amin, MB and Kang, B, A taxonomy study on securing Blockchain-based Industrial applications: an overview, application perspectives, requirements, attacks, countermeasures, and open issues, Journal of Industrial Information Integration, 26 Article 100312. ISSN 2467-964X (2022) [Refereed Article] |  |
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Li, R and Wang, X and Lawler, K and Garg, S and Bai, Q and Alty, J, Applications of artificial intelligence to aid early detection of dementia: a scoping review on current capabilities and future directions, Journal of Biomedical Informatics, 127 Article 104030. ISSN 1532-0464 (2022) [Refereed Article] | |
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Hameed, K and Garg, S and Amin, MB and Kang, B, Towards a formal modelling, analysis and verification of a clone node attack detection scheme in the internet of things, Computer Networks, 204 Article 108702. ISSN 1389-1286 (2022) [Refereed Article] | |
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Hameed, K and Garg, S and Amin, MB and Kang, B, A formally verified blockchain-based decentralised authentication scheme for the internet of things, Journal of Supercomputing pp. 1-41. ISSN 0920-8542 (2021) [Refereed Article] | |
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Battula, SK and O'Reilly, MM and Garg, S and Montgomery, J, A generic stochastic model for resource availability in fog computing environments, IEEE Transactions on Parallel and Distributed Systems, 32, (4) pp. 960-974. ISSN 1045-9219 (2021) [Refereed Article] | |
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KC, U and Aryal, J and Hilton, J and Garg, S, A surrogate model for rapidly assessing the size of a wildfire over time, Fire, 4, (2) Article 20. ISSN 2571-6255 (2021) [Refereed Article] |  |
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Brown, A and Montgomery, J and Garg, S, Automatic construction of accurate bioacoustics workflows under time constraints using a surrogate model, Applied Soft Computing, 113 Article 107944. ISSN 1568-4946 (2021) [Refereed Article] |  |
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Alwasel, K and Calheiros, RN and Garg, S and Buyya, R and Pathan, M and Georgakopoulos, D and Ranjan, R, BigDataSDNSim: A simulator for analyzing big data applications in software-defined cloud data centers, Software: Practice and Experience, 51, (5) pp. 893-920. ISSN 0038-0644 (2021) [Refereed Article] | |
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KC, U and Aryal, J and Garg, S and Hilton, J, Global sensitivity analysis for uncertainty quantification in fire spread models, Environmental Modelling and Software, 143 Article 105110. ISSN 1364-8152 (2021) [Refereed Article] | |
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Wang, X and Garg, S and Tran, SN and Bai, Q and Alty, J, Hand tremor detection in videos with cluttered background using neural network based approaches, Health Information Science and Systems, 9, (1) pp. 1-14. ISSN 2047-2501 (2021) [Refereed Article] | |
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Barika, MS and Garg, SK and Zomaya, AY and Ranjan, R, Online scheduling technique to handle data velocity changes in stream workflows, IEEE Transactions on Parallel and Distributed Systems, 32, (8) pp. 2115-2130. ISSN 1045-9219 (2021) [Refereed Article] | |
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Lohachab, A and Garg, SK and Kang, BH and Amin, MB, Performance evaluation of Hyperledger Fabric-enabled framework for pervasive peer-to-peer energy trading in smart Cyber-Physical Systems, Future Generation Computer Systems, 118 pp. 392-416. ISSN 0167-739X (2021) [Refereed Article] | |
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Fan, S and Chen, L and Garg, S and Yeom, S and Kregor, G and Yang, Y and Wang, Y, Revealing impact factors on student engagement: Learning analytics adoption in online and blended courses in higher education, Education Sciences, 11, (10) Article educsci11100608. ISSN 2227-7102 (2021) [Refereed Article] |  |
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Patwary, MAK and Garg, S and Battula, SK and Kang, BH, SDP: Scalable Real-time Dynamic Graph Partitioner, IEEE Transactions on Services Computing ISSN 1939-1374 (2021) [Refereed Article] |  |
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Lohachab, A and Garg, S and Kang, B and Amin, MB and Lee, J and Chen, S and Xu, X, Towards interconnected blockchains: a comprehensive review of the role of interoperability among disparate blockchains, ACM Computing Survey, 54, (7) Article 135. ISSN 0360-0300 (2021) [Refereed Article] | |
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Patwary, AAN and Naha, RK and Garg, S and Battula, SK and Patwary, MAK and Aghasian, E and Amin, MB and Mahanti, A and Gong, M, Towards secure fog computing: A survey on trust management, privacy, authentication, threats and access control, Electronics, 10, (10) Article 1171. ISSN 2079-9292 (2021) [Refereed Article] |  |
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Ujjwal, KC and Garg, S and Hilton, J and Aryal, J, A cloud-based framework for sensitivity analysis of natural hazard models, Environmental Modelling & Software, 134 Article 104800. ISSN 1364-8152 (2020) [Refereed Article] |  |
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Brown, AS and Garg, S and Montgomery, J, AcoustiCloud: A cloud-based system for managing large-scale bioacoustics processing, Environmental Modelling and Software, 131 Article 104778. ISSN 1364-8152 (2020) [Refereed Article] | |
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Aghasian, E and Garg, S and Montgomery, J, An automated model to score the privacy of unstructured information - social media case, Computers and Security, 92 Article 101778. ISSN 0167-4048 (2020) [Refereed Article] | |
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Ujjwal, KC and Garg, S and Hilton, J, An efficient framework for ensemble of natural disaster simulations as a service, Geoscience Frontiers, 11, (5) pp. 1859-1873. ISSN 1674-9871 (2020) [Refereed Article] |  |
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Battula, S and Garg, S and Montgomery, J and Kang, B, An efficient resource monitoring service for fog computing environments, IEEE Transactions on Services Computing, 13, (4) pp. 709-722. ISSN 1939-1374 (2020) [Refereed Article] |  |
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KVSN, RR and Montgomery, J and Garg, S and Charleston, M, Bioacoustics data analysis - a taxonomy, survey and open challenges, IEEE Access, 8 pp. 57684-57708. ISSN 2169-3536 (2020) [Refereed Article] |  |
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Barika, M and Garg, S and Ranjan, R, Cost effective stream workflow scheduling to handle application structural changes, Future Generation Computer Systems, 112 pp. 348-361. ISSN 0167-739X (2020) [Refereed Article] | |
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Naha, RK and Garg, S and Chan, A and Battula, SK, Deadline-based dynamic resource allocation and provisioning algorithms in Fog-Cloud environment, Future Generation Computer Systems, 104 pp. 131-141. ISSN 0167-739X (2020) [Refereed Article] | |
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Zeng, X and Garg, SK and Barika, M and Bista, S and Puthal, D and Zomaya, A and Ranjan, R, Detection of SLA violation for big data analytics applications in cloud, IEEE Transactions on Computers pp. 1-13. ISSN 1557-9956 (2020) [Refereed Article] | |
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Patwary, AA-N and Fu, A and Battula, SK and Naha, RK and Garg, S and Mahanti, A, FogAuthChain: A secure location-based authentication scheme in fog computing environments using Blockchain, Computer Communications, 162 pp. 212-224. ISSN 0140-3664 (2020) [Refereed Article] | |
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Ja, DN and Alwasel, K and Alshoshan, A and Huang, X and Naha, RK and Battula, S and Garg, S and Puthal, D and James, P and Zomaya, A and Dustdar, S and Ranjan, R, IoTSim‐Edge: A simulation framework for modeling the behavior of Internet of Things and edge computing environments, Software: Practice and Experience, 50, (6) Article 844-867. ISSN 1097-024X (2020) [Refereed Article] | |
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Alwasel, K and Jha, DN and Hernandez, E and Puthal, D and Barika, M and Varghese, B and Garg, SK and James, P and Zomaya, A and Morgan, G and Ranjan, R, IoTSim-SDWAN: A simulation framework for interconnecting distributed datacenters over Software-Defined Wide Area Network (SD-WAN), Journal of Parallel and Distributed Computing, 143 pp. 17-35. ISSN 0743-7315 (2020) [Refereed Article] | |
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Wen, Z and Garg, S and Aujla, GSS and Alwasel, K and Puthal, D and Dustdar, S and Zomaya, AY and Rajan, R, Running industrial workflow applications in a software-defined multi-cloud environment using green energy aware scheduling algorithm, IEEE Transactions on Industrial Informatics pp. 1-11. ISSN 1941-0050 (2020) [Refereed Article] | |
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Zeng, X and Garg, S and Barika, M and Zomaya, AY and Wang, L and Villari, M and Chen, D and Ranjan, R, SLA management for big data analytical applications in clouds: a taxonomy study, ACM Computing Surveys, 53, (3) Article 46. ISSN 0360-0300 (2020) [Refereed Article] | |
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Ujjwal, K and Battula, SK and Garg, S and Naha, RK and Patwary, MAK and Brown, A, SMOaaS: a Scalable Matrix Operation as a Service model in Cloud, Journal of Supercomputing pp. 1-21. ISSN 0920-8542 (2020) [Refereed Article] | |
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Battula, SK and Garg, S and Naha, RK and Thulasiraman, P and Thulasiram, R, A micro-level compensation-based cost model for resource allocation in a fog environment, Sensors, 19, (13) Article 2954. ISSN 1424-8220 (2019) [Refereed Article] |  |
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Jha, DN and Garg, S and Jayaraman, PP and Buyya, R and Li, Z and Morgan, G and Ranjan, R, A study on the evaluation of HPC microservices in containerized environment, Concurrency and Computation: Practice and Experience Article e5323. ISSN 1532-0626 (2019) [Refereed Article] | |
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Yang, W and Aghasian, E and Garg, K and Herbert, D and Disiuta, L and Kang, B, A survey on blockchain-based internet service architecture: requirements, challenges, trends and future, IEEE Access, 7 pp. 75845-75872. ISSN 2169-3536 (2019) [Refereed Article] |  |
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Brown, A and Garg, S and Montgomery, J, Automatic rain and cicada chorus filtering of bird acoustic data, Applied Soft Computing, 81 Article 105501. ISSN 1568-4946 (2019) [Refereed Article] | |
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Ujjwal, KC and Garg, S and Hilton, J and Aryal, J and Forbes-Smith, N, Cloud computing in natural hazard modeling systems: current research trends and future directions, International Journal of Disaster Risk Reduction, 38 Article 101188. ISSN 2212-4209 (2019) [Refereed Article] |  |
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Li, R and Garg, S and Brown, A, Identifying patterns of human and bird activities using bioacoustic data, Forests, 10, (10) Article 917. ISSN 1999-4907 (2019) [Refereed Article] |  |
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Barika, M and Garg, S and Chan, A and Calheiros, RN and Ranjan, R, IoTSim-Stream: Modeling stream graph application in cloud simulation, Future Generation Computer Systems, 99 pp. 86-105. ISSN 0167-739X (2019) [Refereed Article] | |
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Barika, M and Garg, S and Zomaya, AY and Wang, L and van Moorsel, A and Ranjan, R, Orchestrating big data analysis workflows in the cloud: research challenges, survey, and future directions, ACM Computing Surveys, 52, (5) Article 95. ISSN 0360-0300 (2019) [Refereed Article] | |
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Zhang, F and Lee, VE and Jin, R and Garg, S and Choo, K-KR and Maasberg, M and Dong, L and Cheng, C, Privacy-aware smart city: a case study in collaborative filtering recommender systems, Journal of Parallel and Distributed Computing, 127 pp. 145-159. ISSN 0743-7315 (2019) [Refereed Article] | |
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Barika, M and Garg, S and Chan, A and Calheiros, RN, Scheduling algorithms for efficient execution of stream workflow applications in multicloud environments, IEEE Transactions on Services Computing pp. 1-14. ISSN 1939-1374 (2019) [Refereed Article] |  |
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Jiang, J and Gao, L and Jin, J and Luan, TH and Yu, S and Xiang, Y and Garg, S, Sustainability analysis for fog nodes with renewable energy supplies, IEEE Internet of Things Journal, 6, (4) pp. 6725-6735. ISSN 2327-4662 (2019) [Refereed Article] |  |
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Aghasian, E and Garg, S and Montgomery, J, A privacy-enhanced friending approach for users on multiple online social networks, Computers, 7, (3) Article 42. ISSN 2073-431X (2018) [Refereed Article] |  |
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Garg, S and Aryal, J and Wang, H and Shah, T and Kecskemeti, G and Ranjan, R, Cloud computing based bushfire prediction for cyber-physical emergency applications, Future Generation Computer Systems, 79 pp. 354-363. ISSN 0167-739X (2018) [Refereed Article] | |
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Zeng, X and Garg, SK and Wen, Z and Strazdins, P and Zomaya, AY and Ranjan, R, Cost efficient scheduling of MapReduce applications on public clouds, Journal of Computational Science, 26 pp. 375-388. ISSN 1877-7503 (2018) [Refereed Article] | |
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Naha, RK and Garg, S and Georgakopoulos, D and Jayaraman, PP and Gao, L and Xiang, Y and Ranjan, R, Fog Computing: survey of trends, architectures, requirements, and research directions, IEEE Access, 6 pp. 47980-48009. ISSN 2169-3536 (2018) [Refereed Article] |  |
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Ranjan, R and Rana, O and Nepal, S and Yousif, M and James, P and Wen, Z and Barr, S and Watson, P and Jayaraman, PP and Georgakopoulos, D and Villari, M and Fazio, M and Garg, S and Buyya, R and Wang, L and Zomaya, AY and Zomaya, AY and Dustdar, S, Integrating the internet of things and data science, IEEE Cloud Computing, 5, (3) pp. 12-26. ISSN 2325-6095 (2018) [Refereed Article] | |
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Aujla, GS and Kumar, N and Garg, S and Kaur, K and Ranjan, R and Garg, SK, Renewable energy-based multi-indexed job classification and container management scheme for sustainability of cloud data centers, IEEE Transactions on Industrial Informatics pp. 1-11. ISSN 1551-3203 (2018) [Refereed Article] | |
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Brown, A and Garg, S and Montgomery, J, Scalable preprocessing of high volume environmental acoustic data for bioacoustic monitoring, PLoS One, 13, (8) Article e0201542. ISSN 1932-6203 (2018) [Refereed Article] |  |
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Garg, S and Forbes-Smith, N and Hilton, J and Prakash, M, SparkCloud: a cloud-based elastic bushfire simulation service, Remote Sensing, 10, (1) Article 74. ISSN 2072-4292 (2018) [Refereed Article] |  |
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Brown, A and Garg, S and Montgomery, J, Automatic and efficient denoising of bioacoustics recordings using MMSE STSA, IEEE Access, 6 pp. 5010-5022. ISSN 2169-3536 (2017) [Refereed Article] |  |
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Alwasel, K and Noor, A and Li, Y and Solaiman, E and Garg, SK and Jayaraman, PP and Ranjan, R, Cloud Resource Scheduling, Monitoring, and Configuration Management in the Software Defined Networking Era, TC-CPS Newsletter, (3) pp. 4-8. (2017) [Non Refereed Article] |  | |
Leane, E and Fletcher, L and Garg, S, Co-authorship trends in English literary studies, 1995-2015, Studies in Higher Education, 44, (4) pp. 786-798. ISSN 0307-5079 (2017) [Refereed Article] | |
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Zeng, X and Garg, SK and Strazdins, P and Jayaraman, PP and Georgakopoulos, D and Ranjan, R, IOTSim: a simulator for analysing IoT applications, Journal of Systems Architecture, 72 pp. 93-107. ISSN 1383-7621 (2017) [Refereed Article] | |
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Ranjan, R and Garg, S and Khoskbar, AR and Solaiman, E and James, P and Georgakopoulos, D, Orchestrating BigData analysis workflows, IEEE Cloud Computing, 4, (3) pp. 20-28. ISSN 2325-6095 (2017) [Refereed Article] |  |
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Alwasel, K and Li, Y and Jayaraman, PP and Garg, SK and Calheiros, RN and Ranjan, R, Programming SDN-Native big data applications: research gap analysis, IEEE Cloud Computing, 4, (5) pp. 62-71. ISSN 2325-6095 (2017) [Refereed Article] | |
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Aghasian, E and Garg, S and Gao, L and Yu, S and Montgomery, J, Scoring users' privacy disclosure across multiple online social networks, IEEE Access, 5 pp. 13118-13130. ISSN 2169-3536 (2017) [Refereed Article] |  |
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Rusu, LI and Wyres, KL and Reumann, M and Queiroz, C and Bojovschi, A and Conway, T and Garg, S and Edwards, DJ and Hogg, G and Holt, KE, A platform for leveraging next generation sequencing for routine microbiology and public health use, Health Information Science and Systems, 3, (S7) pp. 1-7. ISSN 2047-2501 (2015) [Refereed Article] |  |
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Dastjerdi, AV and Garg, SK and Rana, OF and Buyya, R, CloudPick: a framework for QoS-aware and ontology-based service deployment across clouds, Software: Practice and Experience, 45, (2) pp. 197-231. ISSN 0038-0644 (2015) [Refereed Article] | |
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Javadi, B and Garg, SK, Editorial, 2, (3) pp. 143-144. ISSN 2053-1389 (2015) [Edited Journal] |  | |
Wu, L and Garg, SK and Versteeg, S and Buyya, R, SLA-based resource provisioning for hosted software-as-a-service application in cloud computing environments, IEEE Transactions on Services Computing, 7, (3) pp. 465-485. ISSN 1939-1374 (2014) [Refereed Article] | |
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Garg, SK and Toosi, AN and Gopalaiyengar, SK and Buyya, R, SLA-based virtual machine management for heterogeneous workloads in a cloud datacenter, Journal of Network and Computer Applications, 45 pp. 108-120. ISSN 1084-8045 (2014) [Refereed Article] | |
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Wyres, KL and Conway, TC and Garg, SK and Queiroz, C and Reumann, M and Holt, K and Rusu, LI, WGS analysis and interpretation in clinical and public health microbiology laboratories: what are the requirements and how do existing tools compare?, Pathogens, 3, (2) pp. 437-458. ISSN 2076-0817 (2014) [Refereed Article] |  |
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Garg, SK and Versteeg, S and Buyya, R, A framework for ranking cloud computing services, Future Generation Computer Systems, 29, (4) pp. 1012-1023. ISSN 0167-739X (2013) [Refereed Article] | |
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Queiroz, C and Garg, SK and Tari, Z, A probabilistic model for quantifying the resilience of networked systems, IBM Journal of Research and Development, 57, (5) pp. 3:1-3:9. ISSN 2151-8556 (2013) [Refereed Article] | |
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Garg, SK and Buyya, R, An environment for modeling and simulation of message-passing parallel applications for cloud computing, Software: Practice and Experience, 43, (11) pp. 1359-1375. ISSN 0038-0644 (2013) [Refereed Article] | |
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Garg, SK and Venugopal, S and Broberg, J and Buyya, R, Double auction-inspired meta-scheduling of parallel applications on global grids, Journal of Parallel and Distributed Computing, 73, (4) pp. 450-464. ISSN 0743-7315 (2013) [Refereed Article] | |
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Garg, SK and Vecchiola, C and Buyya, R, Mandi: a market exchange for trading utility and cloud computing services, Journal of Supercomputing, 64, (3) pp. 1153-1174. ISSN 0920-8542 (2013) [Refereed Article] | |
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Wu, L and Garg, SK and Buyya, R, SLA-based admission control for a Software-as-a-Service provider in Cloud computing environments, Journal of Computer and System Sciences, 78, (5) pp. 1280-1299. ISSN 0022-0000 (2012) [Refereed Article] | |
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Garg, SK and Konugurthi, P and Buyya, R, A linear programming-driven genetic algorithm for meta-scheduling on utility grids, International Journal of Parallel, Emergent and Distributed Systems, 26, (6) pp. 493-517. ISSN 1744-5760 (2011) [Refereed Article] | |
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Garg, SK and Yeo, CS and Anandasivam, A and Buyya, R, Environment-conscious scheduling of HPC applications on distributed Cloud-oriented data centers, Journal of Parallel and Distributed Computing, 71, (6) pp. 732-749. ISSN 0743-7315 (2011) [Refereed Article] | |
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Garg, SK and Buyya, R and Siegel, HJ, Time and cost trade-off management for scheduling parallel applications on Utility Grids, Future Generation Computer Systems, 26, (8) pp. 1344-1355. ISSN 0167-739X (2010) [Refereed Article] | |
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