Publications


Refereed Publications

2016

  • A. Shukla and Y. Simmhan, “Benchmarking Distributed Stream Processing Platforms for IoT Applications,” in TPC Technology Conference on Performance Evaluation & Benchmarking (TPCTC), 2016.
    [BibTeX] [Download PDF]
    @InProceedings{shukla:vldbw: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},
      keywords  = {iot, peer reviewed, iisc, stream, benchmark},
      owner     = {simmhan},
      timestamp = {2016.07.19},
      url       = {https://arxiv.org/abs/1606.07621},
    }

  • 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.
    [BibTeX]
    @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]},
      keywords  = {goffish, peer reviewed, IISc, graph, cloud},
      owner     = {simmhan},
      timestamp = {2016.07.20},
    }

  • 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.
    [BibTeX]
    @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]},
      keywords  = {godb, goffish, peer reviewed, IISc, graph},
      owner     = {simmhan},
      timestamp = {2016.07.20},
    }

  • 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.
    [BibTeX] [Download PDF]
    @Article{jha:cep: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},
      keywords  = {peer reviewed, iisc},
      owner     = {simmhan},
      timestamp = {2016.09.22},
      url       = {https://github.com/radical-project/3DPAS},
    }

2015

  • 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.
    [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},
      keywords  = {iisc, iot, stream processing, peer reviewed},
      owner     = {simmhan},
      timestamp = {2016.01.18},
    }

  • 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.
    [BibTeX]
    @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},
      keywords  = {iisc, peer reviewed, smart grid, iot},
      owner     = {simmhan},
      timestamp = {2016.01.18},
    }

  • Y. Simmhan, A. Shukla, and A. Verma, “Benchmarking Fast Data Platforms for the Aadhaar Biometric Database,” in Workshop on Big Data Benchmarking (WBDB), 2015, pp. 1-9.
    [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},
      number      = {arxiv:1510.04160},
      pages       = {1-9},
      institution = {CoRR},
      keywords    = {iisc, stream processing, uidai, benchmark, peer reviewed},
      owner       = {simmhan},
      timestamp   = {2016.01.18},
      url         = {http://arxiv.org/abs/1510.04160},
    }

  • 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, pp. 1185-1190.
    [BibTeX]
    @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},
      pages     = {1185-1190},
      keywords  = {peer reviewed, iisc, graph processing},
      owner     = {simmhan},
      timestamp = {2016.07.20},
    }

  • 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.
    [BibTeX]
    @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]},
      keywords  = {iisc, peer reviewed, mapreduce, stream processing},
      owner     = {simmhan},
      timestamp = {2016.07.20},
    }

  • 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, pp. 809-818.
    [BibTeX]
    @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},
      pages     = {809 - 818},
      note      = {[Core A]},
      keywords  = {graph processing, timeseries, goffish, iISc, usc, peer reviewed},
      owner     = {simmhan},
      timestamp = {2016.07.20},
    }

  • 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},
      keywords  = {iot, iisc, peer reviewed},
      owner     = {simmhan},
      timestamp = {2015.05.25},
      url       = {http://iot.ieee.org/newsletter/january-2015/towards-a-practical-architecture-for-internet-of-things-an-india-centric-view.html},
    }

  • 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 = {2016.07.20},
    }

2014

  • 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]
    @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 = {2016.07.20},
    }

  • N. C. Badam and Y. Simmhan, “Subgraph Rank: PageRank for SubgraphCentric Distributed Graph Processing,” in International Conference on Management of Data (COMAD), 2014.
    [BibTeX]
    @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 A]},
      keywords  = {iisc, graph, goffish, algorithm, peer reviewed},
      owner     = {simmhan},
      timestamp = {2016.07.20},
    }

  • V. Kushwaha and Y. Simmhan, “An Analysis of Spot-Priced Clouds for Practical Job Scheduling,” in Cloud Computing for Emerging Markets (CCEM), 2014.
    [BibTeX]
    @InProceedings{kushwaha:ccem:2014,
      author    = {Vedsar Kushwaha and Yogesh Simmhan},
      title     = {An Analysis of Spot-Priced Clouds for Practical Job Scheduling},
      booktitle = {Cloud Computing for Emerging Markets (CCEM)},
      year      = {2014},
      keywords  = {iisc, cloud, spot, peer reviewed},
      owner     = {simmhan},
      timestamp = {2014.08.13},
    }

  • 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.
    [BibTeX]
    @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]},
      keywords  = {continuous dataflow, workflow, floe, cloud, iisc, usc, peer reviewed, iisc},
      owner     = {simmhan},
      timestamp = {2016.07.20},
    }

  • 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.
    [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]},
      keywords  = {graphs, goffish, cluster, usc, peer reviewed, iisc},
      owner     = {simmhan},
      timestamp = {2016.07.20},
    }

  • 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.
    [BibTeX]
    @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]},
      keywords  = {usc, cloud, peer reviewed, iisc},
      owner     = {Simmhan},
      timestamp = {2016.07.20},
    }