Selected Publications (Show All)

  1. Network Synthesis for Database Processing Units
    Andrea Lottarini, Stephen A. Edwards, Kenneth A. Ross, Martha A. Kim
    DAC 2017
  2. Deadlock-free joins in DB-mesh, an asynchronous systolic array accelerator
    Bingyi Cao, Kenneth A. Ross, Stephen A. Edwards, Martha A. Kim
    DAMON 2017
  3. Combining Design and Performance in a Data Visualization Management System
    Eugene Wu, Fotis Psallidas, Zhengjie Miao, Haoci Zhang,Laura Rettig, Yifan Wu, Thibault Sellam
    CIDR 2017
  4. A DeVIL-ish Approach to Inconsistency in Interactive Visualizations
    Yifan Wu, Joe Hellerstein, Eugene Wu
    Hilda 2016
  5. PFunk-H: Approximate Query Processing using Perceptual Models
    Daniel Alabi, Eugene Wu
    Hilda 2016
  6. Towards Reliable Interactive Data Cleaning: A User Survey and Recommendations
    Sanjay Krishnan, Daniel Haas, Michael J. Franklin, Eugene Wu
    Hilda 2016
  7. ActiveClean: An Interactive Data Cleaning Framework For Modern Machine Learning
    Sanjay Krishnan, Michael Franklin, Ken Goldberg, Jiannan Wang, Eugene Wu
    SIGMOD 2016 Demo
  8. SIMD-accelerated regular expression matching
    E. A. Sitaridi, O. Polychroniou, K. A. Ross
    DAMON 2016
  9. k-Shape: Efficient and Accurate Clustering of Time Series
    J. Paparrizos and L. Gravano
    SIGMOD Record 2016
  10. Detecting Devastating Diseases in Search Logs
    J. Paparrizos, R. W. White, and E. Horvitz
    SIGKDD 2016
  11. Screening for Pancreatic Adenocarcinoma Using Signals From Web Search Logs: Feasibility Study and Results
    J. Paparrizos, R. W. White, and E. Horvitz
    Journal of Oncology Practice
  12. CLAMShell: Speeding up Crowds for Low-latency Data Labeling
    D. Haas, J. Wang, E. Wu, and M J. Franklin
    VLDB 2016
  13. Massively-Parallel Lossless Data Decompression
    Evangelia A. Sitaridi, RenŽ MŸller, Tim Kaldewey, Guy M. Lohman, Kenneth A. Ross
    ICPP 2016
  14. A Course on Programming and Problem Solving
    S. Sheth, C. Murphy, K. A. Ross, D. E. Shasha
    SIGCSE 2016
  15. GPU-accelerated string matching for database applications
    E. Sitaridi and K. A. Ross
    VLDB Journal 2016
  16. Exploiting SSDs in operational multiversion databases
    M. Sadoghi, K. A. Ross, M. Canim, B. Bhattacharjee
    VLDB Journal 2016
  17. Towards Perception-aware Interactive Data Visualization Systems
    E. Wu and A. Nandi
    DSIA 2015
  18. SampleClean: Fast and Reliable Analytics on Dirty Data
    S. Krishnan, J. Wang, M. J. Franklin, K. Goldberg, T. Kraska, T. Milo, and E. Wu
    Overview paper
  19. The Q100 Database Processing Unit
    L. Wu, A. Lottarini, T. K. Paine, M. A. Kim, K. A. Ross
    IEEE MICRO
  20. Efficient Lightweight Compression Alongside Fast Scans
    O. Polychroniou and K. A. Ross
    DAMON 2015
  21. Implementing Latency-Insensitive Dataflow Blocks
    B. Cao, K. A. Ross, M. A. Kim, and S. A. Edwards
    MEMOCODE 2015
  22. Wisteria: Nurturing Scalable Data Cleaning Infrastructure (Demo)
    D. Haas, S. Krishnan, J. Wang, M. J. Franklin, and E. Wu
    VLDB 2015
  23. Collaborative Data Analytics with Datahub (Demo)
    A. Bhardwaj, A. Deshpande, A. Elmore, D. Karger, S. Madden, A. Parameswaran, H. Subramanyam, E. Wu, and R. Zhang
    VLDB 2015
  24. Ranking Deep Web Text Collections for Scalable Information Extraction
    P. Barrio, L. Gravano, and C. Develder
    CIKM 2015
  25. k-Shape: Efficient and Accurate Clustering of Time Series
    J. Paparrizos and L. Gravano
    SIGMOD 2015
  26. Learning to Rank Adaptively for Scalable Information Extraction
    P. Barrio, G. Sim›es, H. Galhardas, and L. Gravano
    EDBT 2015
  27. Rethinking SIMD Vectorization for In-Memory Databases
    O. Polychroniou, A. Raghavan, K. A. Ross
    SIGMOD 2015
  28. The Case for Data Visualization Management Systems
    E. Wu, L. Battle, and S. Madden
    VLDB 2014
  29. Hardware Partitioning for Big Data Analytics
    L. Wu, R. J. Barker, M. A. Kim, K. A. Ross:
    IEEE MICRO
  30. Reducing Database Locking Contention Through Multi-version Concurrency
    M. Sadoghi, M. Canim, B. Bhattacharjee, F. Nagel, K. A. Ross
    PVLDB 2014
  31. Energy Analysis of Hardware and Software Range Partitioning
    L. Wu, O. Polychroniou, R. J. Barker, M. A. Kim, and K. A. Ross
    TOCS 2014
  32. Coherent Somatic Mutation in Autoimmune Disease
    K. A. Ross
    PLoS One 2014
  33. Vectorized Bloom Filters for Advanced SIMD Processors
    O. Polychroniou and K. A. Ross
    DAMON 2014
  34. Q100: The Architecture and Design of a Database Processing Unit
    L. Wu, A. Lottarini, T. K. Paine, M. A. Kim, and K. A. Ross
    ASPLOS 2014
  35. A Comprehensive Study of Main-memory Partitioning and its Application to Large-scale Comparison- and Radix-sort
    O. Polychroniou and K. A. Ross
    SIGMOD 2014
  36. Track Join: Distributed Joins with Minimal Network Traffic
    O. Polychroniou, R. Sen, and K. A. Ross
    SIGMOD 2014
  37. Detecting Foodborne Disease Outbreaks Using Social Media (demonstration)
    F. Psallidas, L. Gravano, and many others
    NYC Media Lab's Annual Summit, 2014
  38. Information Extraction from Social Media for Public Health
    N. Elhadad, L. Gravano, D. Hsu, S. Balter, V. Reddy, and H. Waechter
    KDD at Bloomberg Workshop, Data Frameworks Track (KDD 2014), 2014
  39. REEL: A Relation Extraction Learning Framework (poster)
    P. Barrio, G. Sim›es, H. Galhardas, and L. Gravano
    JCDL 2014
  40. Using Online Reviews by Restaurant Patrons to Identify Unreported Cases of Foodborne Illness Ñ New York City, 2012Ð2013
    C. Harrison, M. Jorder, H. Stern, F. Stavinsky, V. Reddy, H. Hanson, H. Waechter, L. Lowe, L. Gravano, and S. Balter
    Centers for Disease Control and Prevention Morbidity and Mortality Weekly Report 2014