Publications

2019

  • S. K. Monga, S. K. R, and Y. Simmhan, “ElfStore: A Resilient Data Storage Service for Federated Edge and Fog Resources,” in IEEE International Conference on Web Services (ICWS), 2019, pp. 1-9.
    [Bibtex]
    @InProceedings{monga:icws:2019,
      author    = {Sumit Kumar Monga and Sheshadri K R and Yogesh Simmhan},
      title     = {ElfStore: A Resilient Data Storage Service for Federated Edge and Fog Resources},
      booktitle = {IEEE International Conference on Web Services (ICWS)},
      year      = {2019},
      pages     = {1--9},
      note      = {To Appear [CORE A]},
      keywords  = {iisc, edge, fog, storage, reliability},
    }
  • S. D. Jaiswal and Y. Simmhan, “A Partition-centric Distributed Algorithm for Identifying Euler Circuits in Large Graphs,” in IEEE International Workshop on High-Performance Big Data, Deep Learning, and Cloud Computing (HPBDC), Co-located with IEEE International Parallel and Distributed Processing Symposium (IPDPS), 2019, pp. 1-8.
    [Bibtex]
    @InProceedings{jaiswal:ipdpsw:2019,
      author    = {Siddharth D. Jaiswal and Yogesh Simmhan},
      title     = {A Partition-centric Distributed Algorithm for Identifying Euler Circuits in Large Graphs},
      booktitle = {IEEE International Workshop on High-Performance Big Data, Deep Learning, and Cloud Computing (HPBDC), Co-located with IEEE International Parallel and Distributed Processing Symposium (IPDPS)},
      year      = {2019},
      pages     = {1--8},
      note      = {[Short Paper]},
      keywords  = {iisc, graph, subgraph centric, algorithm},
      url       = {https://arxiv.org/abs/1903.06950},
    }
  • R. Dindokar and Y. Simmhan, “Adaptive Partition Migration for Irregular Graph Algorithms on Elastic Resources,” in IEEE International Conference on Cloud Computing (CLOUD), 2019.
    [Bibtex]
    @InProceedings{dindokar:cloud:2019,
      author    = {Ravikant Dindokar and Yogesh Simmhan},
      title     = {Adaptive Partition Migration for Irregular Graph Algorithms on Elastic Resources},
      booktitle = {IEEE International Conference on Cloud Computing (CLOUD)},
      year      = {2019},
      note      = {To Appear [CORE B]},
      keywords  = {iisc, graph, cloud, goffish},
    }
  • A. Khochare, S. Ramachandra, S. Ramesh, and Y. Simmhan, “Dynamic Scaling of Video Analytics for Wide-area Tracking in Urban Spaces,” in IEEE International Scalable Computing Challenge (SCALE), 2019.
    [Bibtex]
    @InProceedings{khochare:scale:2019,
      author    = {Aakash Khochare and Sheshadri Ramachandra and Shriram Ramesh and Yogesh Simmhan},
      title     = {Dynamic Scaling of Video Analytics for Wide-area Tracking in Urban Spaces},
      booktitle = {IEEE International Scalable Computing Challenge (SCALE)},
      year      = {2019},
      note      = {To Appear},
      keywords  = {iisc, edge, video analytics},
    }
  • [DOI] R. Buyya, S. N. Srirama, G. Casale, R. Calheiros, Y. Simmhan, B. Varghese, E. Gelenbe, B. Javadi, L. M. Vaquero, M. A. S. Netto, A. N. Toosi, M. A. Rodriguez, I. M. Llorente, S. D. C. D. Vimercati, P. Samarati, D. Milojicic, C. Varela, R. Bahsoon, M. D. D. Assuncao, O. Rana, W. Zhou, H. Jin, W. Gentzsch, A. Y. Zomaya, and H. Shen, “A Manifesto for Future Generation Cloud Computing: Research Directions for the Next Decade,” ACM Computing Surveys (CSUR), vol. 51, iss. 5, pp. 1-38, 2019.
    [Bibtex]
    @Article{buyya:csur:2019,
      author   = {Buyya, Rajkumar and Srirama, Satish Narayana and Casale, Giuliano and Calheiros, Rodrigo and Simmhan, Yogesh and Varghese, Blesson and Gelenbe, Erol and Javadi, Bahman and Vaquero, Luis Miguel and Netto, Marco A. S. and Toosi, Adel Nadjaran and Rodriguez, Maria Alejandra and Llorente, Ignacio M. and Vimercati, Sabrina De Capitani Di and Samarati, Pierangela and Milojicic, Dejan and Varela, Carlos and Bahsoon, Rami and Assuncao, Marcos Dias De and Rana, Omer and Zhou, Wanlei and Jin, Hai and Gentzsch, Wolfgang and Zomaya, Albert Y. and Shen, Haiying},
      title    = {A Manifesto for Future Generation Cloud Computing: Research Directions for the Next Decade},
      journal  = {ACM Computing Surveys (CSUR)},
      year     = {2019},
      volume   = {51},
      number   = {5},
      pages    = {1--38},
      month    = jan,
      doi      = {10.1145/3241737},
      keywords = {iisc, cloud},
      url      = {https://arxiv.org/abs/1711.09123},
    }
  • P. Varshney and Y. Simmhan, “Characterizing Application Scheduling on Edge, Fog and Cloud Computing Resources,” Software: Practice and Experience, pp. 1-40, 2019.
    [Bibtex]
    @Article{varshney:spe:2019,
      author   = {Prateeksha Varshney and Yogesh Simmhan},
      title    = {Characterizing Application Scheduling on Edge, Fog and Cloud Computing Resources},
      journal  = {Software: Practice and Experience},
      year     = {2019},
      pages    = {1--40},
      note     = {To Appear},
      keywords = {iisc, cloud, edge, fog, survey},
    }

2018

  • S. Badiger, S. Baheti, and Y. Simmhan, “VIoLET: A Large-scale Virtual Environment for Internet of Things,” in International European Conference on Parallel and Distributed Computing (EuroPar), 2018, pp. 1-16.
    [Bibtex]
    @InProceedings{badiger:europar:2018,
      author    = {Shreyas Badiger and Shrey Baheti and Yogesh Simmhan},
      title     = {VIoLET: A Large-scale Virtual Environment for Internet of Things},
      booktitle = {International European Conference on Parallel and Distributed Computing (EuroPar)},
      year      = {2018},
      pages     = {1--16},
      note      = {[CORE A]},
      keywords  = {iisc, peer reviewed, iot},
      owner     = {simmhan},
      timestamp = {2018.05.02},
      url       = {https://github.com/dream-lab/VIoLET},
    }
  • A. Shukla and Y. Simmhan, “Toward Reliable and Rapid Elasticity for Streaming Dataflows on Clouds,” in IEEE International Conference on Distributed Computing Systems (ICDCS), 2018, pp. 1-11.
    [Bibtex]
    @InProceedings{shukla:icdcs:2018,
      author    = {Anshu Shukla and Yogesh Simmhan},
      title     = {Toward Reliable and Rapid Elasticity for Streaming Dataflows on Clouds},
      booktitle = {IEEE International Conference on Distributed Computing Systems (ICDCS)},
      year      = {2018},
      pages     = {1--11},
      note      = {[CORE A]},
      keywords  = {peer reviewed, iisc, stream processing},
      owner     = {simmhan},
      timestamp = {2018.05.02},
      url       = {https://arxiv.org/abs/1712.00605},
    }
  • R. Ghosh, S. P. Reddy, and Y. Simmhan, “Adaptive Energy-aware Scheduling of Dynamic Event Analytics across Edge and Cloud Resources,” in IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid), 2018, pp. 1-11.
    [Bibtex]
    @InProceedings{ghosh:ccgrid:2018,
      author    = {Rajrup Ghosh and Siva Prakash Reddy and Yogesh Simmhan},
      title     = {Adaptive Energy-aware Scheduling of Dynamic Event Analytics across Edge and Cloud Resources},
      booktitle = {IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid)},
      year      = {2018},
      pages     = {1--11},
      note      = {[CORE A]},
      url       = {https://arxiv.org/abs/1801.01087},
    }
  • [DOI] S. Heidari, Y. Simmhan, R. N. Calheiros, and R. Buyya, “Scalable Graph Processing Frameworks: A Taxonomy and Open Challenges,” ACM Computing Surveys (CSUR), vol. 51, iss. 3, pp. 1-53, 2018.
    [Bibtex]
    @Article{heidari:csur:2018,
      author    = {Safiollah Heidari and Yogesh Simmhan and Rodrigo N. Calheiros and Rajkumar Buyya},
      title     = {Scalable Graph Processing Frameworks: A Taxonomy and Open Challenges},
      journal   = {ACM Computing Surveys (CSUR)},
      year      = {2018},
      volume    = {51},
      number    = {3},
      pages     = {1--53},
      month     = jun,
      doi       = {10.1145/3199523},
      keywords  = {peer reviewed, iisc, graph processing},
      owner     = {simmhan},
      timestamp = {2018.04.11},
      url       = {https://dl.acm.org/citation.cfm?id=3199523},
    }
  • [DOI] A. Shukla and Y. Simmhan, “Model-driven Scheduling for Distributed Stream Processing Systems,” Journal of Parallel and Distributed Computing (JPDC), vol. 117, pp. 98-114, 2018.
    [Bibtex]
    @Article{shukla:jpdc:2018,
      author    = {Anshu Shukla and Yogesh Simmhan},
      title     = {Model-driven Scheduling for Distributed Stream Processing Systems},
      journal   = {Journal of Parallel and Distributed Computing (JPDC)},
      year      = {2018},
      volume    = {117},
      pages     = {98--114},
      month     = jul,
      doi       = {10.1016/j.jpdc.2018.02.003},
      keywords  = {peer reviewed, iisc, stream processing},
      owner     = {simmhan},
      timestamp = {2018.04.11},
      url       = {https://arxiv.org/abs/1702.01785},
    }
  • [DOI] Y. Simmhan, P. Ravindra, S. Chaturvedi, M. Hegde, and R. Ballamajalu, “Towards a Data-driven IoT Software Architecture for Smart City Utilities,” Software: Practice and Experience, vol. 48, iss. 7, pp. 1390-1416, 2018.
    [Bibtex]
    @Article{simmhan:spe:2018,
      author    = {Yogesh Simmhan and Pushkara Ravindra and Shilpa Chaturvedi and Malati Hegde and Rashmi Ballamajalu},
      title     = {Towards a Data-driven IoT Software Architecture for Smart City Utilities},
      journal   = {Software: Practice and Experience},
      year      = {2018},
      volume    = {48},
      number    = {7},
      pages     = {1390--1416},
      month     = jul,
      doi       = {10.1002/spe.2580},
      keywords  = {peer reviewed, iisc, smart city, iot},
      owner     = {simmhan},
      timestamp = {2018.05.02},
      url       = {http://arxiv.org/abs/1803.02500},
    }
  • [DOI] P. Varshney and Y. Simmhan, “AutoBoT: Resilient and Cost-effective Scheduling of a Bag of Tasks on Spot VMs,” IEEE Transactions on Parallel and Distributed Systems (TPDS), pp. 1-16, 2018.
    [Bibtex]
    @Article{Varshney:tpds:2018,
      author   = {Prateeksha Varshney and Yogesh Simmhan},
      title    = {{AutoBoT}: Resilient and Cost-effective Scheduling of a Bag of Tasks on Spot VMs},
      journal  = {IEEE Transactions on Parallel and Distributed Systems (TPDS)},
      year     = {2018},
      pages    = {1--16},
      month    = dec,
      doi      = {10.1109/TPDS.2018.2889851},
      keywords = {iisc, cloud, scheduling, spot VM},
    }
  • [DOI] Y. Simmhan, “Encyclopedia of Big Data Technologies,” , S. Sakr and A. Y. Zomaya, Eds., Springer, 2018.
    [Bibtex]
    @InBook{simhan:encycl:2018,
      chapter   = {Big Data and Fog Computing},
      title     = {Encyclopedia of Big Data Technologies},
      publisher = {Springer},
      year      = {2018},
      author    = {Yogesh Simmhan},
      editor    = {Sherif Sakr and Albert Y. Zomaya},
      doi       = {10.1007/978-3-319-63962-8_41-1},
      keywords  = {iisc, big data, fog computing, iot, peer reviewed},
      owner     = {simmhan},
      timestamp = {2018.04.11},
      url       = {http://arxiv.org/abs/1712.09552},
    }

2017

  • [DOI] P. Varshney and Y. Simmhan, “Demystifying Fog Computing: Characterizing Architectures, Applications and Abstractions,” in IEEE International Conference on Fog and Edge Computing (ICFEC), 2017, pp. 1-10.
    [Bibtex]
    @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},
      pages     = {1--10},
      doi       = {10.1109/ICFEC.2017.20},
      keywords  = {peer reviewed, iISc, cloud, IoT, fog, edge},
      owner     = {simmhan},
      timestamp = {2018.03.12},
      url       = {https://arxiv.org/abs/1702.06331},
    }
  • 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, pp. 1-6.
    [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},
      pages     = {1--6},
      keywords  = {iisc, peer reviewed, iot, edge computing},
      owner     = {simmhan},
      timestamp = {2018.04.11},
      url       = {http://www.icsoc.spilab.es/wp-content/uploads/2017/10/Distributed-Video-Analytics-across-Edge-and-Cloud-using-ECHO.pdf},
    }
  • [DOI] 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, pp. 1-16.
    [Bibtex]
    @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},
      pages     = {1--16},
      note      = {[CORE A]},
      doi       = {10.1007/978-3-319-69035-3_28},
      keywords  = {iisc, peer reviewed, iot, edge computing},
      owner     = {simmhan},
      timestamp = {2018.03.12},
      url       = {https://arxiv.org/abs/1707.00889},
    }
  • [DOI] 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, 2017, pp. 1-8.
    [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      = {2017},
      pages     = {1--8},
      doi       = {10.1109/HiPCW.2017.00014},
      keywords  = {iisc, peer reviewed, graph processing},
      owner     = {simmhan},
      timestamp = {2018.04.11},
    }
  • [DOI] 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, pp. 1-10.
    [Bibtex]
    @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},
      pages     = {1--10},
      note      = {Best paper finalist, [CORE B]},
      doi       = {10.1109/HiPC.2017.00032},
      keywords  = {iisc, peer reviewed, big data, low power},
      owner     = {simmhan},
      timestamp = {2018.03.12},
      url       = {https://arxiv.org/abs/1701.05996},
    }
  • [DOI] S. Chaturvedi, S. Tyagi, and Y. Simmhan, “Collaborative Reuse of Streaming Dataflows in IoT Applications,” in IEEE International Conference on eScience, 2017, pp. 1-10.
    [Bibtex]
    @InProceedings{chaturvedi:escience:2017,
      author    = {Shilpa Chaturvedi and Sahil Tyagi and Yogesh Simmhan},
      title     = {Collaborative Reuse of Streaming Dataflows in IoT Applications},
      booktitle = {IEEE International Conference on eScience},
      year      = {2017},
      pages     = {1--10},
      note      = {[CORE A]},
      doi       = {10.1109/eScience.2017.54},
      keywords  = {iisc, peer reviewed, iot, stream processing},
      owner     = {simmhan},
      timestamp = {2018.04.11},
      url       = {https://arxiv.org/abs/1709.03332},
    }
  • [DOI] A. Shukla, S. Chaturvedi, and Y. Simmhan, “RIoTBench: An IoT Benchmark for Distributed Stream Processing Systems,” Concurrency and Computation: Practice and Experience, vol. 29, iss. 21, pp. 1-22, 2017.
    [Bibtex]
    @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},
      volume    = {29},
      number    = {21},
      pages     = {1--22},
      doi       = {10.1002/cpe.4257},
      keywords  = {iisc, iot, stream processing, benchmark, peer reviewed},
      owner     = {simmhan},
      timestamp = {2018.04.11},
      url       = {https://arxiv.org/abs/1701.08530},
    }
  • R. Ghosh and Y. Simmhan, “Distributed Scheduling of Event Analytics across Edge and Cloud,” ACM Transactions on Cyber-Physical Systems (TCPS), 2017.
    [Bibtex]
    @Article{ghosh:tcps:2017,
      author    = {Rajrup Ghosh and Yogesh Simmhan},
      title     = {Distributed Scheduling of Event Analytics across Edge and Cloud},
      journal   = {ACM Transactions on Cyber-Physical Systems (TCPS)},
      year      = {2017},
      note      = {To Appear},
      keywords  = {iisc, peer reviewed, stream processing, edge computing, iot},
      owner     = {simmhan},
      timestamp = {2018.03.12},
      url       = {https://arxiv.org/abs/1608.01537},
    }
  • Y. Simmhan, “IoT Analytics Across Edge and Cloud Platforms,” IEEE Internet of Things Newsletter, 2017.
    [Bibtex]
    @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,
      keywords  = {iisc, edge computing, iot},
      owner     = {simmhan},
      timestamp = {2017.09.22},
      url       = {http://iot.ieee.org/newsletter/may-2017/iot-analytics-across-edge-and-cloud-platforms},
    }

2016

  • [DOI] 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, pp. 281-290.
    [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},
      pages     = {281--290},
      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/},
    }
  • [DOI] 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, pp. 90-93.
    [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},
      pages     = {90--93},
      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/},
    }
  • [DOI] A. Shukla and Y. Simmhan, “Benchmarking Distributed Stream Processing Platforms for IoT Applications,” in TPC Technology Conference on Performance Evaluation & Benchmarking (TPCTC), 2016, pp. 90-106.
    [Bibtex]
    @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},
      volume    = {10080},
      series    = {LNCS},
      pages     = {90--106},
      doi       = {10.1007/978-3-319-54334-5_7},
      keywords  = {iot, peer reviewed, iisc, stream, benchmark},
      owner     = {simmhan},
      timestamp = {2018.03.14},
      url       = {https://arxiv.org/abs/1606.07621},
    }
  • [DOI] 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, pp. 37-47.
    [Bibtex]
    @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},
      pages     = {37--47},
      doi       = {10.1109/BigData.2016.7840587},
      keywords  = {graph, goffish, meta-graph, analysis, iisc, peer reviewed},
      owner     = {simmhan},
      timestamp = {2017.09.22},
      url       = {http://ieeexplore.ieee.org/document/7840587/},
    }
  • [DOI] 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, vol. 28, iss. 8, pp. 1-25, 2016.
    [Bibtex]
    @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},
      volume    = {28},
      number    = {8},
      pages     = {1--25},
      month     = apr,
      doi       = {10.1002/cpe.403},
      keywords  = {peer reviewed, iisc, escience, big data},
      owner     = {simmhan},
      timestamp = {2018.04.11},
      url       = {https://github.com/radical-project/3DPAS},
    }
  • [DOI] Q. Zhou, Y. Simmhan, and V. Prasanna, “Knowledge-infused and Consistent Complex Event Processing over Real-time and Persistent Streams,” Future Generation Computer Systems, vol. 76, pp. 391-406, 2016.
    [Bibtex]
    @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},
      volume    = {76},
      pages     = {391--406},
      month     = nov,
      doi       = {10.1016/j.future.2016.10.030},
      keywords  = {peer reviewed, cep, stream processing, semantics, iisc},
      owner     = {simmhan},
      timestamp = {2018.04.11},
    }
  • [DOI] 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.
    [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},
      keywords  = {iisc, big data, peer reviewed},
      owner     = {simmhan},
      timestamp = {2018.04.11},
    }
  • [DOI] Y. Simmhan, L. Ramakrishnan, G. Antoniu, and C. Goble, “Editorial: Cloud computing for data-driven science and engineering,” Concurrency and Computation: Practice and Experience, 2016.
    [Bibtex]
    @Article{simmhan:ccpe:2016,
      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      = {2016},
      doi       = {10.1002/cpe.3668},
      keywords  = {iisc, editorial},
      owner     = {simmhan},
      timestamp = {2017.07.23},
      url       = {http://onlinelibrary.wiley.com/doi/10.1002/cpe.3668/full},
    }

2015

  • [DOI] R. Dindokar, N. Choudhury, and Y. Simmhan, “Analysis of Subgraph-centric Distributed Shortest Path Algorithm,” in IEEE 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 = {IEEE International Workshop on Parallel and Distributed Computing for Large Scale Machine Learning and Big Data Analytics (ParLearning)},
      year      = {2015},
      pages     = {1185--1190},
      note      = {Short paper},
      doi       = {10.1109/IPDPSW.2015.87},
      keywords  = {peer reviewed, iisc, graph processing},
      timestamp = {2017.07.23},
      url       = {http://ieeexplore.ieee.org/document/7284445/},
    }
  • [DOI] 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]},
      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/},
    }
  • [DOI] 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, p. 61.
    [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     = {61},
      note      = {Extended abstract},
      doi       = {10.1109/HiPCW.2015.22},
      keywords  = {iisc, iot, stream processing, peer reviewed},
      owner     = {simmhan},
      timestamp = {2017.07.23},
    }
  • [DOI] 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},
      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/},
    }
  • [DOI] 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. 21-39.
    [Bibtex]
    @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},
      volume    = {10044},
      series    = {LNCS},
      pages     = {21--39},
      doi       = {10.1007/978-3-319-49748-8_2},
      keywords  = {iisc, stream processing, uidai, benchmark, peer reviewed},
      owner     = {simmhan},
      timestamp = {2017.07.23},
      url       = {http://arxiv.org/abs/1510.04160},
    }
  • [DOI] 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, pp. 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]},
      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/},
    }
  • [DOI] 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.
    [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},
      timestamp = {2017.03.31},
    }
  • [DOI] 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.
    [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},
    }
  • S. Aluru and Y. Simmhan, “Editorial: Scalable Systems for Big Data Management and Analytics,” Journal of Parallel and Distributed Systems (JPDC), 2015.
    [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},
      note      = {To Appear},
      keywords  = {Editorial, iisc, big data},
      owner     = {simmhan},
      timestamp = {2016.07.19},
    }
  • 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]
    @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},
      owner     = {simmhan},
      timestamp = {2018.04.11},
      url       = {http://iot.ieee.org/newsletter/january-2015/towards-a-practical-architecture-for-internet-of-things-an-india-centric-view.html},
    }

2014

  • [DOI] 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, pp. 327-336.
    [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},
      pages     = {327--336},
      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/},
    }
  • [DOI] 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, pp. 451-462.
    [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},
      volume    = {8632},
      series    = {LNCS},
      pages     = {451--462},
      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},
    }
  • [DOI] 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, pp. 344-353.
    [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},
      pages     = {344--353},
      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/},
    }
  • [DOI] V. Kushwaha and Y. Simmhan, “An Analysis of Spot-Priced Clouds for Practical Job Scheduling,” in IEEE Cloud Computing for Emerging Markets (CCEM), 2014, pp. 1-8.
    [Bibtex]
    @InProceedings{kushwaha:ccem:2014,
      author    = {Vedsar Kushwaha and Yogesh Simmhan},
      title     = {An Analysis of Spot-Priced Clouds for Practical Job Scheduling},
      booktitle = {IEEE Cloud Computing for Emerging Markets (CCEM)},
      year      = {2014},
      pages     = {1--8},
      doi       = {10.1109/CCEM.2014.7015488},
      keywords  = {iisc, cloud, spot, peer reviewed},
      owner     = {simmhan},
      timestamp = {2018.04.11},
    }
  • 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, pp. 101-104.
    [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},
      pages     = {101--104},
      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, pp. 38-49.
    [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},
      pages     = {38--49},
      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},
    }
  • N. Choudhury and Y. Simmhan, “Towards Scalable, Sequentially-Dependent Algorithms on Time-Series Graphs,” in HiPC Student Research Symposium, 2014.
    [Bibtex]
    @InProceedings{choudhury:hipcsrs:2014,
      author    = {Neel Choudhury and Yogesh Simmhan},
      title     = {Towards Scalable, Sequentially-Dependent Algorithms on Time-Series Graphs},
      booktitle = {HiPC Student Research Symposium},
      year      = {2014},
      keywords  = {graph processing, timeseries, goffish, algorithm, iisc, short paper},
      owner     = {simmhan},
      timestamp = {2016.07.20},
    }
  • T. Sharma and Y. Simmhan, “Online Update Strategies for Distributed Stream Processing in Apache Storm,” in HiPC Student Research Symposium, 2014.
    [Bibtex]
    @InProceedings{sharma:hipcsrs:2014,
      author    = {Tarun Sharma and Yogesh Simmhan},
      title     = {Online Update Strategies for Distributed Stream Processing in Apache Storm},
      booktitle = {HiPC Student Research Symposium},
      year      = {2014},
      keywords  = {stream processing, storm, iisc, short paper},
      owner     = {simmhan},
      timestamp = {2014.12.22},
    }