publications

2014

  1. nearest.jpg
    Fast Nearest Neighbor Search on Large Time-Evolving Graphs
    Leman Akoglu, Rohit Khandekar, Vibhore Kumar, and 3 more authors
    In Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2014, Nancy, France, September 15-19, 2014. Proceedings, Part I, 2014

2013

  1. IBM Streams Processing Language: Analyzing Big Data in motion
    Martin Hirzel, Henrique Andrade, Bugra Gedik, and 8 more authors
    IBM J. Res. Dev., 2013

2012

  1. Building User-defined Runtime Adaptation Routines for Stream Processing Applications
    Gabriela Jacques-Silva, Bugra Gedik, Rohit Wagle, and 2 more authors
    Proc. VLDB Endow., 2012
  2. Processing 6 billion CDRs/day: from research to production (experience report)
    Eric Bouillet, Ravi Kothari, Vibhore Kumar, and 6 more authors
    In Proceedings of the Sixth ACM International Conference on Distributed Event-Based Systems, DEBS 2012, Berlin, Germany, July 16-20, 2012, 2012
  3. CAPSULE: language and system support for efficient state sharing in distributed stream processing systems
    Giuliano Losa, Vibhore Kumar, Henrique Andrade, and 4 more authors
    In Proceedings of the Sixth ACM International Conference on Distributed Event-Based Systems, DEBS 2012, Berlin, Germany, July 16-20, 2012, 2012
  4. Parallelizing stateful operators in a distributed stream processing system: how, should you and how much?
    Sai Wu, Vibhore Kumar, Kun-Lung Wu, and 1 more author
    In Proceedings of the Sixth ACM International Conference on Distributed Event-Based Systems, DEBS 2012, Berlin, Germany, July 16-20, 2012, 2012
  5. Building User-defined Runtime Adaptation Routines for Stream Processing Applications
    Gabriela Jacques-Silva, Bugra Gedik, Rohit Wagle, and 2 more authors
    CoRR, 2012

2011

  1. Loosely coupled coordinated management in virtualized data centers
    Sanjay Kumar, Vanish Talwar, Vibhore Kumar, and 2 more authors
    Clust. Comput., 2011

2010

  1. DEDUCE: at the intersection of MapReduce and stream processing
    Vibhore Kumar, Henrique Andrade, Bugra Gedik, and 1 more author
    In EDBT 2010, 13th International Conference on Extending Database Technology, Lausanne, Switzerland, March 22-26, 2010, Proceedings, 2010
  2. A Universal Calculus for Stream Processing Languages
    Robert Soulé, Martin Hirzel, Robert Grimm, and 4 more authors
    In Programming Languages and Systems, 19th European Symposium on Programming, ESOP 2010, Held as Part of the Joint European Conferences on Theory and Practice of Software, ETAPS 2010, Paphos, Cyprus, March 20-28, 2010. Proceedings, 2010
  3. Welcome to CAC/SSPS 2010
    Scott Pakin, Craig B. Stunkel, José Flich, and 3 more authors
    In 24th IEEE International Symposium on Parallel and Distributed Processing, IPDPS 2010, Atlanta, Georgia, USA, 19-23 April 2010 - Workshop Proceedings, 2010
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    FLEX: A Slot Allocation Scheduling Optimizer for MapReduce Workloads
    Joel L. Wolf, Deepak Rajan, Kirsten Hildrum, and 5 more authors
    In Middleware 2010 - ACM/IFIP/USENIX 11th International Middleware Conference, Bangalore, India, November 29 - December 3, 2010. Proceedings, 2010

2009

  1. A Distributed Stream Query Optimization Framework through Integrated Planning and Deployment
    Sangeetha Seshadri, Vibhore Kumar, Brian F. Cooper, and 1 more author
    IEEE Trans. Parallel Distributed Syst., 2009
  2. vManage: loosely coupled platform and virtualization management in data centers
    Sanjay Kumar, Vanish Talwar, Vibhore Kumar, and 2 more authors
    In Proceedings of the 6th International Conference on Autonomic Computing, ICAC 2009, June 15-19, 2009, Barcelona, Spain, 2009

2008

  1. Enabling scalable self-management for enterprise-scale systems
    Vibhore Kumar
    Georgia Institute of Technology, Atlanta, GA, USA, 2008
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    A State-Space Approach to SLA Based Management
    Vibhore Kumar, Karsten Schwan, Subu Iyer, and 2 more authors
    In IEEE/IFIP Network Operations and Management Symposium: Pervasive Management for Ubioquitous Networks and Services, NOMS 2008, 7-11 April 2008, Salvador, Bahia, Brazil, 2008
  3. Grouping Distributed Stream Query Services by Operator Similarity and Network Locality
    Sangeetha Seshadri, Bhuvan Bamba, Brian F. Cooper, and 4 more authors
    In 2008 IEEE Congress on Services, Part I, SERVICES I 2008, Honolulu, Hawaii, USA, July 6-11, 2008, 2008

2007

  1. Middleware for enterprise scale data stream management using utility-driven self-adaptive information flows
    Vibhore Kumar, Brian F. Cooper, Zhongtang Cai, and 2 more authors
    Clust. Comput., 2007
  2. IQ-Paths: Predictably High Performance Data Streams Across Dynamic Network Overlays
    Zhongtang Cai, Vibhore Kumar, and Karsten Schwan
    J. Grid Comput., 2007
  3. Automated Availability Management Driven by Business Policies
    Zhongtang Cai, Yuan Chen, Vibhore Kumar, and 2 more authors
    In Integrated Network Management, IM 2007. 10th IFIP/IEEE International Symposium on Integrated Network Management, Munich, Germany, 21-25 May 2007, 2007
  4. Optimizing Multiple Distributed Stream Queries Using Hierarchical Network Partitions
    Sangeetha Seshadri, Vibhore Kumar, Brian F. Cooper, and 1 more author
    In 21th International Parallel and Distributed Processing Symposium (IPDPS 2007), Proceedings, 26-30 March 2007, Long Beach, California, USA, 2007
  5. iManage: Policy-Driven Self-management for Enterprise-Scale Systems
    Vibhore Kumar, Brian F. Cooper, Greg Eisenhauer, and 1 more author
    In Middleware 2007, ACM/IFIP/USENIX 8th International Middleware Conference, Newport Beach, CA, USA, November 26-30, 2007, Proceedings, 2007

2006

  1. IQ-Services: network-aware middleware for interactive large-data applications
    Zhongtang Cai, Greg Eisenhauer, Qi He, and 3 more authors
    Concurr. Comput. Pract. Exp., 2006
  2. IQ-Paths: Predictably High Performance Data Streams across Dynamic Network Overlays
    Zhongtang Cai, Vibhore Kumar, and Karsten Schwan
    In Proceedings of the 15th IEEE International Symposium on High Performance Distributed Computing, HPDC-15, Paris, France, June 19-23, 2006, 2006
  3. Implementing Diverse Messaging Models with Self-Managing Properties using IFLOW
    Vibhore Kumar, Zhongtang Cai, Brian F. Cooper, and 5 more authors
    In Proceedings of the 3rd International Conference on Autonomic Computing, ICAC 2006, Dublin, Ireland, 13-16 June 2006, 2006
  4. Optimizing Multiple Queries in Distributed Data Stream Systems
    Sangeetha Seshadri, Vibhore Kumar, and Brian F. Cooper
    In Proceedings of the 22nd International Conference on Data Engineering Workshops, ICDE 2006, 3-7 April 2006, Atlanta, GA, USA, 2006
  5. Utility-Driven Proactive Management of Availability in Enterprise-Scale Information Flows
    Zhongtang Cai, Vibhore Kumar, Brian F. Cooper, and 3 more authors
    In Middleware 2006, ACM/IFIP/USENIX 7th International Middleware Conference, Melbourne, Australia, November 27-December 1, 2006, Proceedings, 2006

2005

  1. Distributed Stream Management using Utility-Driven Self-Adaptive Middleware
    Vibhore Kumar, Brian F. Cooper, and Karsten Schwan
    In Second International Conference on Autonomic Computing (ICAC 2005), 13-16 June 2005, Seattle, WA, USA, 2005
  2. Resource-Aware Distributed Stream Management Using Dynamic Overlays
    Vibhore Kumar, Brian F. Cooper, Zhongtang Cai, and 2 more authors
    In 25th International Conference on Distributed Computing Systems (ICDCS 2005), 6-10 June 2005, Columbus, OH, USA, 2005

2004

  1. Predictive filtering: a learning-based approach to data stream filtering
    Vibhore Kumar, Brian F. Cooper, and Shamkant B. Navathe
    In Proceedings of the 1st Workshop on Data Management for Sensor Networks, in conjunction with VLDB, DMSN 2004, Toronto, Canada, August 30, 2004, 2004
  2. Work in Progress: Availability-Aware Self-Configuration in Autonomic Systems
    David M. Chess, Vibhore Kumar, Alla Segal, and 1 more author
    In Utility Computing: 15th IFIP/IEEE International Workshop on Distributed Systems: Operations and Management, DSOM 2004, Davis, CA, USA, November 15-17, 2004.Proceedings, 2004
  3. IQ-services: network-aware middleware for interactive large-data applications
    Zhongtang Cai, Greg Eisenhauer, Qi He, and 3 more authors
    In Proceedings of the 2nd Workshop on Middleware for Grid Computing, Toronto, Ontario, Canada, October 18-22, 2004, 2004