Big data challenge: a data management perspective
There is a trend that, virtually everyone, ranging from big Web companies to traditional
enterprisers to physical science researchers to social scientists, is either already …
enterprisers to physical science researchers to social scientists, is either already …
Bloom filter with noisy coding framework for multi-set membership testing
This article is on designing a compact data structure for multi-set membership testing that
allows fast set querying. Multi-set membership testing is a fundamental operation for …
allows fast set querying. Multi-set membership testing is a fundamental operation for …
Transactional storage for geo-replicated systems
We describe the design and implementation of Walter, a key-value store that supports
transactions and replicates data across distant sites. A key feature behind Walter is a new …
transactions and replicates data across distant sites. A key feature behind Walter is a new …
HyperDex: A distributed, searchable key-value store
Distributed key-value stores are now a standard component of high-performance web
services and cloud computing applications. While key-value stores offer significant …
services and cloud computing applications. While key-value stores offer significant …
A graph-matching kernel for object categorization
This paper addresses the problem of category-level image classification. The underlying
image model is a graph whose nodes correspond to a dense set of regions, and edges …
image model is a graph whose nodes correspond to a dense set of regions, and edges …
Efficient B-tree based indexing for cloud data processing
A Cloud may be seen as a type of flexible computing infrastructure consisting of many
compute nodes, where resizable computing capacities can be provided to different …
compute nodes, where resizable computing capacities can be provided to different …
[PDF][PDF] Hyder-A Transactional Record Manager for Shared Flash.
Hyder Update Page 1 Hyder – A Transactional Record Manager for Shared Flash Philip A.
Bernstein, Microsoft Corporation Colin Reid, Microsoft Corporation Sudipto Das, UC Santa …
Bernstein, Microsoft Corporation Colin Reid, Microsoft Corporation Sudipto Das, UC Santa …
An efficient multi-dimensional index for cloud data management
Recently, the cloud computing platform is getting more and more attentions as a new trend
of data management. Currently there are several cloud computing products that can provide …
of data management. Currently there are several cloud computing products that can provide …
[PDF][PDF] Optimization driven MapReduce framework for indexing and retrieval of big data
With the technical advances, the amount of big data is increasing day-by-day such that the
traditional software tools face a burden in handling them. Additionally, the presence of the …
traditional software tools face a burden in handling them. Additionally, the presence of the …
Balancing {CPU} and network in the cell distributed {B-Tree} store
In traditional client-server designs, all requests are processed at the server storing the state,
thereby maintaining strict locality between computation and state. The adoption of RDMA …
thereby maintaining strict locality between computation and state. The adoption of RDMA …