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DaMoN '13: Proceedings of the Ninth International Workshop on Data Management on New Hardware
ACM2013 Proceeding
Publisher:
  • Association for Computing Machinery
  • New York
  • NY
  • United States
Conference:
SIGMOD/PODS'13: International Conference on Management of Data New York New York 24 June 2013
ISBN:
978-1-4503-2196-9
Published:
24 June 2013
Sponsors:
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Abstract

The aim of this one-day workshop is to bring together researchers who are interested in optimizing database performance on modern computing infrastructure by designing new data management techniques and tools.

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SESSION: Architecture-aware algorithms
research-article
Energy-proportional query execution using a cluster of wimpy nodes
Article No.: 1, Pages 1–6https://doi.org/10.1145/2485278.2485279

Because energy use of single-server systems is far from being energy proportional, we explore whether or not better energy efficiency may be achieved by a cluster of nodes whose size is dynamically adjusted to the current workload demand. As data-...

research-article
The HELLS-join: a heterogeneous stream join for extremely large windows
Article No.: 2, Pages 1–7https://doi.org/10.1145/2485278.2485280

Upcoming processors are combining different computing units in a tightly-coupled approach using a unified shared memory hierarchy. This tightly-coupled combination leads to novel properties with regard to cooperation and interaction. This paper ...

research-article
Scalable frequent itemset mining on many-core processors
Article No.: 3, Pages 1–8https://doi.org/10.1145/2485278.2485281

Frequent-itemset mining is an essential part of the association rule mining process, which has many application areas. It is a computation and memory intensive task with many opportunities for optimization. Many efficient sequential and parallel ...

SESSION: GPU/SIMD and the DBMS
research-article
Optimizing select conditions on GPUs
Article No.: 4, Pages 1–8https://doi.org/10.1145/2485278.2485282

Implementations of data processing operators on GPU processors have achieved significant performance improvements over their multicore CPU counterparts. To achieve maximum performance, database operator implementations must take into consideration ...

research-article
Efficient GPU-based skyline computation
Article No.: 5, Pages 1–6https://doi.org/10.1145/2485278.2485283

The skyline operator for multi-criteria search returns the most interesting points of a data set with respect to any monotone preference function. Existing work has almost exclusively focused on efficiently computing skylines on one or more CPUs, ...

research-article
High throughput heavy hitter aggregation for modern SIMD processors
Article No.: 6, Pages 1–6https://doi.org/10.1145/2485278.2485284

Heavy hitters are data items that occur at high frequency in a data set. They are among the most important items for an organization to summarize and understand during analytical processing. In data sets with sufficient skew, the number of heavy hitters ...

SESSION: Memory systems
research-article
Enabling efficient OS paging for main-memory OLTP databases
Article No.: 7, Pages 1–7https://doi.org/10.1145/2485278.2485285

Even though main memory is becoming large enough to fit most OLTP databases, it may not always be the best option. OLTP workloads typically exhibit skewed access patterns where some records are hot (frequently accessed) but many records are cold (...

research-article
OLTP in wonderland: where do cache misses come from in major OLTP components?
Article No.: 8, Pages 1–6https://doi.org/10.1145/2485278.2485286

For several decades, online transaction processing has been one of the main applications that drives innovations in the data management ecosystem, and in turn the database and computer architecture communities. Despite the novel approaches from industry ...

research-article
Peak performance: remote memory revisited
Article No.: 9, Pages 1–7https://doi.org/10.1145/2485278.2485287

Many database systems share a need for large amounts of fast storage. However, economies of scale limit the utility of extending a single machine with an arbitrary amount of memory. The recent broad availability of the zero-copy data transfer protocol ...

Contributors
  • LogicBlox Inc
  • Technical University of Munich

Index Terms

  1. Proceedings of the Ninth International Workshop on Data Management on New Hardware
    Index terms have been assigned to the content through auto-classification.

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    Acceptance Rates

    Overall Acceptance Rate 94 of 127 submissions, 74%
    YearSubmittedAcceptedRate
    DaMoN '24251456%
    DaMoN '23231774%
    DaMoN '22181267%
    DAMON '21171588%
    DaMoN '20221882%
    DaMoN'15161275%
    DaMoN '0666100%
    Overall1279474%