Publications

2017

  • A. Shukla, S. Chaturvedi, and Y. Simmhan, “RIoTBench: An IoT Benchmark for Distributed Stream Processing Systems,” Concurrency and Computation: Practice and Experience, 2017.
    [BibTeX] [Download PDF]
    @Article{shukla:ccpe:2017,
      author    = {Anshu Shukla and Shilpa Chaturvedi and Yogesh Simmhan},
      title     = {RIoTBench: An IoT Benchmark for Distributed Stream Processing Systems},
      journal   = {Concurrency and Computation: Practice and Experience},
      year      = {2017},
      note      = {To Appear},
      keywords  = {iisc, iot, stream processing, benchmark},
      owner     = {simmhan},
      timestamp = {2017.07.23},
      url       = {https://arxiv.org/abs/1701.08530},
    }

  • Y. Simmhan, “IoT Analytics Across Edge and Cloud Platforms,” IEEE Internet of Things Newsletter, 2017.
    [BibTeX] [Download PDF]
    @Article{simmhan:iotn:2017,
      author    = {Yogesh Simmhan},
      title     = {IoT Analytics Across Edge and Cloud Platforms},
      journal   = {IEEE Internet of Things Newsletter},
      year      = {2017},
      month     = may,
      owner     = {simmhan},
      timestamp = {2017.07.23},
      url       = {http://iot.ieee.org/newsletter/may-2017/iot-analytics-across-edge-and-cloud-platforms},
    }

  • A. Khochare, P. Ravindra, S. P. Reddy, and Y. Simmhan, “Distributed Video Analytics across Edge and Cloud using ECHO,” in International Conference on Service-Oriented Computing (ICSOC) Demo, 2017.
    [BibTeX]
    @InProceedings{khochare:iscocw:2017,
      author    = {Aakash Khochare and Pushkara Ravindra and Siva Prakash Reddy and Yogesh Simmhan},
      title     = {Distributed Video Analytics across Edge and Cloud using ECHO},
      booktitle = {International Conference on Service-Oriented Computing (ICSOC) Demo},
      year      = {2017},
      note      = {To Appear},
      timestamp = {2017.09.22},
    }

  • A. Shukla and Y. Simmhan, “Model-driven Scheduling for Distributed Stream Processing Systems,” arXiv, arXiv:1702.01785, 2017.
    [BibTeX] [Download PDF]
    @TechReport{shukla:arxiv:2017,
      author      = {Anshu Shukla and Yogesh Simmhan},
      title       = {Model-driven Scheduling for Distributed Stream Processing Systems},
      institution = {arXiv},
      year        = {2017},
      number      = {arXiv:1702.01785},
      owner       = {simmhan},
      timestamp   = {2017.07.23},
      url         = {https://arxiv.org/abs/1702.01785},
    }

  • J. Kalyanasundaram and Y. Simmhan, “ARM Wrestling with Big Data: A Study of ARM64 and x64 Servers for Data Intensive Workloads,” arXiv, arXiv:1701.05996, 2017.
    [BibTeX] [Download PDF]
    @TechReport{kalyanasundaram:arxiv:2017,
      author      = {Jayanth Kalyanasundaram and Yogesh Simmhan},
      title       = {ARM Wrestling with Big Data: A Study of ARM64 and x64 Servers for Data Intensive Workloads},
      institution = {arXiv},
      year        = {2017},
      number      = {arXiv:1701.05996},
      owner       = {simmhan},
      timestamp   = {2017.07.23},
      url         = {https://arxiv.org/abs/1701.05996},
    }

  • P. Varshney and Y. Simmhan, “Demystifying Fog Computing: Characterizing Architectures, Applications and Abstractions,” in IEEE International Conference on Fog and Edge Computing (ICFEC), 2017.
    [BibTeX] [Download PDF]
    @InProceedings{varshney:icfec:2017,
      author    = {Prateeksha Varshney and Yogesh Simmhan},
      title     = {Demystifying Fog Computing: Characterizing Architectures, Applications and Abstractions},
      booktitle = {IEEE International Conference on Fog and Edge Computing (ICFEC)},
      year      = {2017},
      note      = {To Appear},
      keywords  = {peer reviewed, iISc, cloud, IoT, fog, edge},
      owner     = {simmhan},
      timestamp = {2017.02.26},
      url       = {https://arxiv.org/abs/1702.06331},
    }

  • P. Ravindra, A. Khochare, S. P. Reddy, S. Sharma, P. Varshney, and Y. Simmhan, “ECHO: An Adaptive Orchestration Platform for Hybrid Dataflows across Cloud and Edge,” in International Conference on Service-Oriented Computing (ICSOC), 2017.
    [BibTeX] [Download PDF]
    @InProceedings{ravindra:iscoc:2017,
      author    = {Pushkara Ravindra and Aakash Khochare and Siva Prakash Reddy and Sarthak Sharma and Prateeksha Varshney and Yogesh Simmhan},
      title     = {ECHO: An Adaptive Orchestration Platform for Hybrid Dataflows across Cloud and Edge},
      booktitle = {International Conference on Service-Oriented Computing (ICSOC)},
      year      = {2017},
      note      = {To Appear},
      owner     = {simmhan},
      timestamp = {2017.09.22},
      url       = {https://arxiv.org/abs/1707.00889},
    }

  • J. Kalyanasundaram and Y. Simmhan, “ARM Wrestling with Big Data: A Study of Commodity ARM64 Server for Big Data Workloads,” in IEEE International Conference on High Performance Computing, Data, and Analytics (HiPC), 2017.
    [BibTeX] [Download PDF]
    @InProceedings{kalyanasundaram:hipc:2017,
      author    = {Jayanth Kalyanasundaram and Yogesh Simmhan},
      title     = {ARM Wrestling with Big Data: A Study of Commodity ARM64 Server for Big Data Workloads},
      booktitle = {IEEE International Conference on High Performance Computing, Data, and Analytics (HiPC)},
      year      = {2017},
      note      = {To Appear},
      owner     = {simmhan},
      timestamp = {2017.09.22},
      url       = {https://arxiv.org/abs/1701.05996},
    }

  • R. Ghosh and Yo, “Distributed Scheduling of Event Analytics across Edge and Cloud,” ACM Transactions on Cyber-Physical Systems, 2017.
    [BibTeX] [Download PDF]
    @Article{ghosh:tcps:2017,
      author    = {Rajrup Ghosh and Yo},
      title     = {Distributed Scheduling of Event Analytics across Edge and Cloud},
      journal   = {ACM Transactions on Cyber-Physical Systems},
      year      = {2017},
      note      = {To Appear},
      owner     = {simmhan},
      timestamp = {2017.09.22},
      url       = {https://arxiv.org/abs/1608.01537},
    }

  • S. T. Shilpa Chaturvedi and Y. Simmhan, “Collaborative Reuse of Streaming Dataflows in IoT Applications,” in IEEE International Conference on eScience, 2017.
    [BibTeX] [Download PDF]
    @InProceedings{chaturvedi:escience:2017,
      author    = {Shilpa Chaturvedi, Sahil Tyagi and Yogesh Simmhan},
      title     = {Collaborative Reuse of Streaming Dataflows in IoT Applications},
      booktitle = {IEEE International Conference on eScience},
      year      = {2017},
      note      = {To Appear},
      owner     = {simmhan},
      timestamp = {2017.09.22},
      url       = {https://arxiv.org/abs/1709.03332},
    }

2016

  • Q. Zhou, Y. Simmhan, and V. Prasanna, “Knowledge-infused and Consistent Complex Event Processing over Real-time and Persistent Streams,” Future Generation Computer Systems, 2016. doi:10.1016/j.future.2016.10.030
    [BibTeX] [Download PDF]
    @Article{zhou:fgcs:2016,
      author    = {Qunzhi Zhou and Yogesh Simmhan and Viktor Prasanna},
      title     = {Knowledge-infused and Consistent Complex Event Processing over Real-time and Persistent Streams},
      journal   = {Future Generation Computer Systems},
      year      = {2016},
      note      = {In Press},
      doi       = {10.1016/j.future.2016.10.030},
      keywords  = {peer reviewed, cep, stream processing, semantics, iisc},
      owner     = {simmhan},
      timestamp = {2017.02.26},
      url       = {http://www.sciencedirect.com/science/article/pii/S0167739X16304769},
    }

  • S. Jha, D. K. A. S. Luckow, O. Rana, and Y. S. N. C. amd Hong, “Introducing Distributed Dynamic Data-intensive (D3) Science: Understanding Applications and Infrastructure,” Concurrency and Computation: Practice and Experience, 2016. doi:10.1002/cpe.4032
    [BibTeX] [Download PDF]
    @Article{jha:ccpe:2016,
      author    = {Shantenu Jha and Daniel S. Katz Andre Luckow and Omer Rana and Yogesh Simmhan amd Neil Chue Hong},
      title     = {Introducing Distributed Dynamic Data-intensive (D3) Science: Understanding Applications and Infrastructure},
      journal   = {Concurrency and Computation: Practice and Experience},
      year      = {2016},
      note      = {To Appear},
      doi       = {10.1002/cpe.4032},
      keywords  = {peer reviewed, iisc},
      owner     = {simmhan},
      timestamp = {2017.07.23},
      url       = {https://arxiv.org/abs/1609.03647},
    }

  • Y. Simmhan and S. Perera, “Big Data Analytics: Methods and Applications,” , S. Pyne, P. B. L. S. Rao, and S. B. Rao, Eds., Springer India, 2016, pp. 115-135. doi:10.1007/978-81-322-3628-3_7
    [BibTeX]
    @InBook{simmhan:bidatabook:2016,
      chapter   = {Big Data Analytics Platforms for Real-Time Applications in IoT},
      pages     = {115--135},
      title     = {Big Data Analytics: Methods and Applications},
      publisher = {Springer India},
      year      = {2016},
      author    = {Yogesh Simmhan and Srinath Perera},
      editor    = {Saumyadipta Pyne and B.L.S. Prakasa Rao and S.B. Rao},
      doi       = {10.1007/978-81-322-3628-3_7},
      owner     = {simmhan},
      timestamp = {2017.02.26},
    }

  • R. Ghosh and Y. Simmhan, “Distributed Scheduling of Event Analytics across Edge and Cloud,” arXiv, arXiv:1608.01537, 2016.
    [BibTeX] [Download PDF]
    @TechReport{ghosh:arxiv:2016,
      author      = {Rajrup Ghosh and Yogesh Simmhan},
      title       = {Distributed Scheduling of Event Analytics across Edge and Cloud},
      institution = {arXiv},
      year        = {2016},
      number      = {arXiv:1608.01537},
      owner       = {simmhan},
      timestamp   = {2017.07.23},
      url         = {https://arxiv.org/abs/1608.01537},
    }

  • N. Jamadagni and Y. Simmhan, “GoDB: From Batch Processing to Distributed Querying over Property Graphs,” in IEEE/ACM International Symposium on Cluster, Cloud, and Grid Computing (CCGrid), 2016. doi:10.1109/CCGrid.2016.105
    [BibTeX] [Download PDF]
    @InProceedings{jamadagni:ccgrid:2016,
      author    = {Nitin Jamadagni and Yogesh Simmhan},
      title     = {GoDB: From Batch Processing to Distributed Querying over Property Graphs},
      booktitle = {IEEE/ACM International Symposium on Cluster, Cloud, and Grid Computing (CCGrid)},
      year      = {2016},
      note      = {[CORE A]},
      doi       = {10.1109/CCGrid.2016.105},
      keywords  = {godb, goffish, peer reviewed, IISc, graph},
      owner     = {simmhan},
      timestamp = {2017.07.23},
      url       = {http://ieeexplore.ieee.org/document/7515700/},
    }

  • R. Dindokar and Y. Simmhan, “Elastic Partition Placement for Non-stationary Graph Algorithms,” in IEEE/ACM International Symposium on Cluster, Cloud, and Grid Computing (CCGrid), 2016. doi:10.1109/CCGrid.2016.97
    [BibTeX] [Download PDF]
    @InProceedings{dindokar:ccgrid:2016,
      author    = {Ravikant Dindokar and Yogesh Simmhan},
      title     = {Elastic Partition Placement for Non-stationary Graph Algorithms},
      booktitle = {IEEE/ACM International Symposium on Cluster, Cloud, and Grid Computing (CCGrid)},
      year      = {2016},
      note      = {Short Paper, [CORE A]},
      doi       = {10.1109/CCGrid.2016.97},
      keywords  = {goffish, peer reviewed, IISc, graph, cloud},
      owner     = {simmhan},
      timestamp = {2017.07.23},
      url       = {http://ieeexplore.ieee.org/document/7515673/},
    }

  • A. Shukla and Y. Simmhan, “Benchmarking Distributed Stream Processing Platforms for IoT Applications,” in TPC Technology Conference on Performance Evaluation & Benchmarking (TPCTC), 2016. doi:10.1007/978-3-319-54334-5_7
    [BibTeX] [Download PDF]
    @InProceedings{shukla:tpctc:2016,
      author    = {Anshu Shukla and Yogesh Simmhan},
      title     = {Benchmarking Distributed Stream Processing Platforms for IoT Applications},
      booktitle = {TPC Technology Conference on Performance Evaluation \& Benchmarking (TPCTC)},
      year      = {2016},
      note      = {To Appear},
      doi       = {10.1007/978-3-319-54334-5_7},
      keywords  = {iot, peer reviewed, iisc, stream, benchmark},
      owner     = {simmhan},
      timestamp = {2017.07.23},
      url       = {https://arxiv.org/abs/1606.07621},
    }

  • R. Dindokar, N. Choudhury, and Y. Simmhan, “A Meta-graph Approach to Analyze Subgraph-centric Distributed Programming Models,” in IEEE International Conference on Big Data (Big Data), 2016. doi:10.1109/BigData.2016.7840587
    [BibTeX] [Download PDF]
    @InProceedings{dindokar:bigdata:2016,
      author    = {Ravikant Dindokar and Neel Choudhury and Yogesh Simmhan},
      title     = {A Meta-graph Approach to Analyze Subgraph-centric Distributed Programming Models},
      booktitle = {IEEE International Conference on Big Data (Big Data)},
      year      = {2016},
      note      = {To Appear},
      doi       = {10.1109/BigData.2016.7840587},
      keywords  = {graph, goffish, meta-graph, analysis, iisc, peer reviewed},
      owner     = {simmhan},
      timestamp = {2017.07.23},
      url       = {http://ieeexplore.ieee.org/document/7840587/},
    }

2015

  • S. Aman, Y. Simmhan, and V. Prasanna, “Holistic Measures for Evaluating Prediction Models in Smart Grids,” IEEE Transactions on Knowledge and Data Engineering (TKDE), vol. 27, iss. 2, pp. 475-488, 2015. doi:10.1109/TKDE.2014.2327022
    [BibTeX]
    @Article{aman:tkde:2015,
      author    = {Saima Aman and Yogesh Simmhan and Viktor Prasanna},
      title     = {Holistic Measures for Evaluating Prediction Models in Smart Grids},
      journal   = {IEEE Transactions on Knowledge and Data Engineering (TKDE)},
      year      = {2015},
      volume    = {27},
      number    = {2},
      pages     = {475-488},
      month     = {Feb},
      note      = {[IF 2.476, CORE A]},
      doi       = {10.1109/TKDE.2014.2327022},
      keywords  = {usc, machine learning, smart grid, peer reviewed, iisc},
      owner     = {Simmhan},
      timestamp = {2017.02.26},
    }

  • A. G. Kumbhare, Y. Simmhan, M. Frincu, and V. K. Prasanna, “Reactive Resource Provisioning Heuristics for Dynamic Dataflows on Cloud Infrastructure,” IEEE Transactions on Cloud Computing (TCC), vol. 3, iss. 2, pp. 105-118, 2015. doi:10.1109/TCC.2015.2394316
    [BibTeX]
    @Article{kumbhare:tcc:2015,
      author    = {Alok Gautam Kumbhare and Yogesh Simmhan and Marc Frincu and Viktor K. Prasanna},
      title     = {Reactive Resource Provisioning Heuristics for Dynamic Dataflows on Cloud Infrastructure},
      journal   = {IEEE Transactions on Cloud Computing (TCC)},
      year      = {2015},
      volume    = {3},
      number    = {2},
      pages     = {105-118},
      doi       = {10.1109/TCC.2015.2394316},
      keywords  = {peer reviewed, iisc, stream processing, cloud},
      owner     = {simmhan},
      timestamp = {2015.05.25},
    }

  • P. Misra, Y. Simmhan, and J. Warrior, “Towards a Practical Architecture for Internet of Things: An India-centric View,” IEEE Internet of Things Newsletter, pp. 1-2, 2015.
    [BibTeX] [Download PDF]
    @Article{mishra:iotn:2015,
      author    = {Prasant Misra and Yogesh Simmhan and Jay Warrior},
      title     = {Towards a Practical Architecture for Internet of Things: An India-centric View},
      journal   = {IEEE Internet of Things Newsletter},
      year      = {2015},
      pages     = {1-2},
      note      = {Extended version available at http://arxiv.org/abs/1407.0434},
      keywords  = {iot, iisc, peer reviewed},
      owner     = {simmhan},
      timestamp = {2017.07.23},
      url       = {http://iot.ieee.org/newsletter/january-2015/towards-a-practical-architecture-for-internet-of-things-an-india-centric-view.html},
    }

  • S. Aluru and Y. Simmhan, “Editorial: Scalable Systems for Big Data Management and Analytics,” Journal of Parallel and Distributed Systems (JPDC), vol. 79 and 80, pp. 1-2, 2015. doi:10.1016/j.jpdc.2015.05.001
    [BibTeX]
    @Article{aluru:jpdc:2015,
      author    = {Srinivas Aluru and Yogesh Simmhan},
      title     = {Editorial: Scalable Systems for Big Data Management and Analytics},
      journal   = {Journal of Parallel and Distributed Systems (JPDC)},
      year      = {2015},
      volume    = {79 and 80},
      pages     = {1-2},
      doi       = {10.1016/j.jpdc.2015.05.001},
      keywords  = {Editorial, iisc, big data},
      owner     = {simmhan},
      timestamp = {2017.02.26},
    }

  • Y. Simmhan, L. Ramakrishnan, G. Antoniu, and C. Goble, “Editorial: Cloud computing for data-driven science and engineering,” Concurrency and Computation: Practice and Experience, vol. 28, iss. 4, pp. 947-949, 2015. doi:10.1002/cpe.3668
    [BibTeX] [Download PDF]
    @Article{simmhan:cpe:2015,
      author    = {Yogesh Simmhan and Lavanya Ramakrishnan and Gabriel Antoniu and Carole Goble},
      title     = {Editorial: Cloud computing for data-driven science and engineering},
      journal   = {Concurrency and Computation: Practice and Experience},
      year      = {2015},
      volume    = {28},
      number    = {4},
      pages     = {947--949},
      doi       = {10.1002/cpe.3668},
      keywords  = {iisc, editorial},
      owner     = {simmhan},
      timestamp = {2017.02.26},
      url       = {http://onlinelibrary.wiley.com/doi/10.1002/cpe.3668/full},
    }

  • A. Shukla, T. Sharma, and Y. Simmhan, “Characterizing Distributed Stream Processing Systems for IoT Applications,” in Workshop on Architectural Support and Middleware for InfoSymbiotics/ Dynamic Data Driven Applications Systems (DDDAS), co-located with High Performance Computing Conference (HiPC), 2015, pp. 1-1. doi:10.1109/HiPCW.2015.22
    [BibTeX]
    @InProceedings{shukla:hipcw:2015,
      author    = {Anshu Shukla and Tarun Sharma and Yogesh Simmhan},
      title     = {Characterizing Distributed Stream Processing Systems for IoT Applications},
      booktitle = {Workshop on Architectural Support and Middleware for InfoSymbiotics/ Dynamic Data Driven Applications Systems (DDDAS), co-located with High Performance Computing Conference (HiPC)},
      year      = {2015},
      pages     = {1-1},
      note      = {Extended abstract},
      doi       = {10.1109/HiPCW.2015.22},
      keywords  = {iisc, iot, stream processing, peer reviewed},
      owner     = {simmhan},
      timestamp = {2016.10.24},
    }

  • P. Misra, V. Rajaraman, K. Dhotrad, J. Warrior, and Y. Simmhan, “An Interoperable Realization of Smart Cities with Plug and Play based Device Management,” CoRR, arXiv:1503.00923, 2015.
    [BibTeX] [Download PDF]
    @TechReport{mishra:arxiv:2015,
      author      = {Prasant Misra and Vasanth Rajaraman and Kumaresh Dhotrad and Jay Warrior and Yogesh Simmhan},
      title       = {An Interoperable Realization of Smart Cities with Plug and Play based Device Management},
      institution = {CoRR},
      year        = {2015},
      number      = {arXiv:1503.00923},
      keywords    = {iisc, rBCCPS, iot},
      owner       = {simmhan},
      pages       = {1-5},
      timestamp   = {2015.05.25},
      url         = {http://arxiv.org/abs/1503.00923},
    }

  • R. Dindokar, N. Choudhury, and Y. Simmhan, “Analysis of Subgraph-centric Distributed Shortest Path Algorithm,” in International Workshop on Parallel and Distributed Computing for Large Scale Machine Learning and Big Data Analytics (ParLearning), 2015. doi:10.1109/IPDPSW.2015.87
    [BibTeX] [Download PDF]
    @InProceedings{dindokar:parlearning:2015,
      author    = {Ravikant Dindokar and Neel Choudhury and Yogesh Simmhan},
      title     = {Analysis of Subgraph-centric Distributed Shortest Path Algorithm},
      booktitle = {International Workshop on Parallel and Distributed Computing for Large Scale Machine Learning and Big Data Analytics (ParLearning)},
      year      = {2015},
      doi       = {10.1109/IPDPSW.2015.87},
      keywords  = {peer reviewed, iisc, graph processing},
      owner     = {simmhan},
      timestamp = {2017.07.23},
      url       = {http://ieeexplore.ieee.org/document/7284445/},
    }

  • Y. Simmhan, N. Choudhury, C. Wickramaarachchi, A. Kumbhare, M. Frincu, C. Raghavendra, and V. Prasanna, “Distributed Programming over Time-series Graphs,” in IEEE International Parallel & Distributed Processing Symposium (IPDPS), 2015. doi:10.1109/IPDPS.2015.66
    [BibTeX] [Download PDF]
    @InProceedings{simmhan:ipdps:2015,
      author    = {Yogesh Simmhan and Neel Choudhury and Charith Wickramaarachchi and Alok Kumbhare and Marc Frincu and Cauligi Raghavendra and Viktor Prasanna},
      title     = {Distributed Programming over Time-series Graphs},
      booktitle = {IEEE International Parallel \& Distributed Processing Symposium (IPDPS)},
      year      = {2015},
      note      = {[CORE A]},
      doi       = {10.1109/IPDPS.2015.66},
      keywords  = {graph processing, timeseries, goffish, iISc, usc, peer reviewed},
      owner     = {simmhan},
      timestamp = {2017.07.23},
      url       = {http://ieeexplore.ieee.org/document/7161567/},
    }

  • Y. Simmhan, A. Shukla, and A. Verma, “Benchmarking Fast Data Platforms for the Aadhaar Biometric Database,” in Workshop on Big Data Benchmarking (WBDB), 2015. doi:10.1007/978-3-319-49748-8_2
    [BibTeX] [Download PDF]
    @InProceedings{simmhan:wbdb:2015,
      author      = {Yogesh Simmhan and Anshu Shukla and Arun Verma},
      title       = {Benchmarking Fast Data Platforms for the Aadhaar Biometric Database},
      booktitle   = {Workshop on Big Data Benchmarking (WBDB)},
      year        = {2015},
      doi         = {10.1007/978-3-319-49748-8_2},
      institution = {CoRR},
      keywords    = {iisc, stream processing, uidai, benchmark, peer reviewed},
      owner       = {simmhan},
      timestamp   = {2017.07.23},
      url         = {http://arxiv.org/abs/1510.04160},
    }

  • A. Kumbhare, M. Frincu, Y. Simmhan, and V. K. Prasanna, “Fault-Tolerant and Elastic Streaming MapReduce with Decentralized Coordination,” in IEEE International Conference on Distributed Computing Systems (ICDCS), 2015, p. 328 – 338. doi:10.1109/ICDCS.2015.41
    [BibTeX] [Download PDF]
    @InProceedings{kumbhare:icdcs:2015,
      author    = {Alok Kumbhare and Marc Frincu and Yogesh Simmhan and Viktor K. Prasanna},
      title     = {Fault-Tolerant and Elastic Streaming MapReduce with Decentralized Coordination},
      booktitle = {IEEE International Conference on Distributed Computing Systems (ICDCS)},
      year      = {2015},
      pages     = {328 – 338},
      note      = {[Core A]},
      doi       = {10.1109/ICDCS.2015.41},
      keywords  = {iisc, peer reviewed, mapreduce, stream processing},
      owner     = {simmhan},
      timestamp = {2017.07.23},
      url       = {http://ieeexplore.ieee.org/document/7164919/},
    }

  • S. Aman, M. Frincu, C. Chelmis, M. Noor, Y. Simmhan, and V. K. Prasanna, “Prediction Models for Dynamic Demand Response: Requirements, Challenges, and Insights,” in IEEE International Conference on Smart Grid Communications (SmartGridComm), 2015, pp. 1-6. doi:10.1109/SmartGridComm.2015.7436323
    [BibTeX] [Download PDF]
    @InProceedings{aman:sgcomm:2015,
      author    = {Saima Aman and Marc Frincu and Charalampos Chelmis and Muhammad Noor and Yogesh Simmhan and Viktor K. Prasanna},
      title     = {Prediction Models for Dynamic Demand Response: Requirements, Challenges, and Insights},
      booktitle = {IEEE International Conference on Smart Grid Communications (SmartGridComm)},
      year      = {2015},
      pages     = {1-6},
      doi       = {10.1109/SmartGridComm.2015.7436323},
      keywords  = {iisc, peer reviewed, smart grid, iot},
      owner     = {simmhan},
      timestamp = {2017.07.23},
      url       = {http://ieeexplore.ieee.org/document/7436323/},
    }

2014

  • V. Kushwaha and Y. Simmhan, “Cloudy with a Spot of Opportunity: An Analysis of Spot-Priced Clouds for Practical Job Scheduling,” in Cloud Computing for Emerging Markets (CCEM), 2014. doi:10.1109/ccem.2014.7015488
    [BibTeX]
    @InProceedings{kushwaha:ccem:2014,
      author    = {Vedsar Kushwaha and Yogesh Simmhan},
      title     = {Cloudy with a Spot of Opportunity: An Analysis of Spot-Priced Clouds for Practical Job Scheduling},
      booktitle = {Cloud Computing for Emerging Markets (CCEM)},
      year      = {2014},
      doi       = {10.1109/ccem.2014.7015488},
      keywords  = {iisc, cloud, spot, peer reviewed},
      owner     = {simmhan},
      timestamp = {2016.10.24},
    }

  • H. Chu and Y. Simmhan, “Cost-efficient and Resilient Job Life-cycle Management on Hybrid Clouds,” in IEEE International Parallel & Distributed Processing Symposium (IPDPS), 2014. doi:10.1109/IPDPS.2014.43
    [BibTeX] [Download PDF]
    @InProceedings{chu:ipdps:2014,
      author    = {Hsuan-Yi Chu and Yogesh Simmhan},
      title     = {Cost-efficient and Resilient Job Life-cycle Management on Hybrid Clouds},
      booktitle = {IEEE International Parallel \& Distributed Processing Symposium (IPDPS)},
      year      = {2014},
      note      = {[CORE A]},
      doi       = {10.1109/IPDPS.2014.43},
      keywords  = {usc, cloud, peer reviewed, iisc},
      owner     = {Simmhan},
      timestamp = {2017.07.23},
      url       = {http://ieeexplore.ieee.org/document/6877267/},
    }

  • Y. Simmhan, A. Kumbhare, C. Wickramaarachchi, S. Nagarkar, S. Ravi, C. Raghavendra, and V. Prasanna, “GoFFish: A Sub-Graph Centric Framework for Large-Scale Graph Analytics,” in International European Conference on Parallel Processing (EuroPar), 2014. doi:10.1007/978-3-319-09873-9_38
    [BibTeX]
    @InProceedings{simmhan:europar:2014,
      author    = {Yogesh Simmhan and Alok Kumbhare and Charith Wickramaarachchi and Soonil Nagarkar and Santosh Ravi and Cauligi Raghavendra and Viktor Prasanna},
      title     = {GoFFish: A Sub-Graph Centric Framework for Large-Scale Graph Analytics},
      booktitle = {International European Conference on Parallel Processing (EuroPar)},
      year      = {2014},
      note      = {[CORE A]},
      doi       = {10.1007/978-3-319-09873-9_38},
      keywords  = {graphs, goffish, cluster, usc, peer reviewed, iisc},
      owner     = {simmhan},
      timestamp = {2017.07.23},
    }

  • A. Kumbhare, Y. Simmhan, and V. K. Prasanna, “PLAStiCC: Predictive Look-Ahead Scheduling for Continuous dataflows on Clouds,” in IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid), 2014. doi:10.1109/CCGrid.2014.60
    [BibTeX] [Download PDF]
    @InProceedings{kumbhare:ccgrid:2014,
      author    = {Alok Kumbhare and Yogesh Simmhan and Viktor K. Prasanna},
      title     = {PLAStiCC: Predictive Look-Ahead Scheduling for Continuous dataflows on Clouds},
      booktitle = {IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid)},
      year      = {2014},
      note      = {[CORE A]},
      doi       = {10.1109/CCGrid.2014.60},
      keywords  = {continuous dataflow, workflow, floe, cloud, iisc, usc, peer reviewed, iisc},
      owner     = {simmhan},
      timestamp = {2017.07.23},
      url       = {http://ieeexplore.ieee.org/document/6846470/},
    }

  • N. Govindarajan, Y. Simmhan, N. Jamadagni, and P. Misra, “Event Processing across Edge and the Cloud for Internet of Things Applications,” in International Conference on Management of Data (COMAD), 2014.
    [BibTeX] [Download PDF]
    @InProceedings{govindarajan:comad:2014,
      author    = {Nithyashri Govindarajan and Yogesh Simmhan and Nitin Jamadagni and Prasant Misra},
      title     = {Event Processing across Edge and the Cloud for Internet of Things Applications},
      booktitle = {International Conference on Management of Data (COMAD)},
      year      = {2014},
      note      = {Short paper, [CORE B]},
      keywords  = {iisc, event processing, cep, iot, peer reviewed, poster},
      owner     = {simmhan},
      timestamp = {2017.07.23},
      url       = {http://dl.acm.org/citation.cfm?id=2726970.2726985},
    }

  • N. C. Badam and Y. Simmhan, “Subgraph Rank: PageRank for SubgraphCentric Distributed Graph Processing,” in International Conference on Management of Data (COMAD), 2014.
    [BibTeX] [Download PDF]
    @InProceedings{badam:comad:2014,
      author    = {Nitin Chandra Badam and Yogesh Simmhan},
      title     = {Subgraph Rank: PageRank for SubgraphCentric Distributed Graph Processing},
      booktitle = {International Conference on Management of Data (COMAD)},
      year      = {2014},
      note      = {[CORE B]},
      keywords  = {iisc, graph, goffish, algorithm, peer reviewed},
      owner     = {simmhan},
      timestamp = {2017.07.23},
      url       = {http://dl.acm.org/citation.cfm?id=2726970.2726979},
    }

2-17

  • R. Dindokar and Y. Simmhan, “Characterization of Vertex-centric Breadth First Search for Lattice Graphs,” in IEEE International Workshop on Foundations in Big Data Computing (BigDF), Co-located with HiPC, 2-17.
    [BibTeX]
    @InProceedings{dindokar:hipcw:2017,
      author    = {Ravikant Dindokar and Yogesh Simmhan},
      title     = {Characterization of Vertex-centric Breadth First Search for Lattice Graphs},
      booktitle = {IEEE International Workshop on Foundations in Big Data Computing (BigDF), Co-located with HiPC},
      year      = {2-17},
      note      = {To Appear},
      owner     = {simmhan},
      timestamp = {2017.09.22},
    }