Interactive supercomputing on 40,000 cores for machine learning and data analysis
Interactive massively parallel computations are critical for machine learning and data
analysis. These computations are a staple of the MIT Lincoln Laboratory Supercomputing …
analysis. These computations are a staple of the MIT Lincoln Laboratory Supercomputing …
Sok: Cryptographically protected database search
Protected database search systems cryptographically isolate the roles of reading from,
writing to, and administering the database. This separation limits unnecessary administrator …
writing to, and administering the database. This separation limits unnecessary administrator …
Associative array model of SQL, NoSQL, and NewSQL Databases
The success of SQL, NoSQL, and NewSQL databases is a reflection of their ability to provide
significant functionality and performance benefits for specific domains, such as financial …
significant functionality and performance benefits for specific domains, such as financial …
Measuring the impact of spectre and meltdown
The Spectre and Meltdown flaws in modern microprocessors represent a new class of
attacks that have been difficult to mitigate. The mitigations that have been proposed have …
attacks that have been difficult to mitigate. The mitigations that have been proposed have …
Graphulo: Linear algebra graph kernels for nosql databases
V Gadepally, J Bolewski, D Hook… - 2015 IEEE …, 2015 - ieeexplore.ieee.org
Big data and the Internet of Things era continue to challenge computational systems.
Several technology solutions such as NoSQL databases have been developed to deal with …
Several technology solutions such as NoSQL databases have been developed to deal with …
Ai enabling technologies: A survey
Artificial Intelligence (AI) has the opportunity to revolutionize the way the United States
Department of Defense (DoD) and Intelligence Community (IC) address the challenges of …
Department of Defense (DoD) and Intelligence Community (IC) address the challenges of …
Graphulo implementation of server-side sparse matrix multiply in the Accumulo database
The Apache Accumulo database excels at distributed storage and indexing and is ideally
suited for storing graph data. Many big data analytics compute on graph data and persist …
suited for storing graph data. Many big data analytics compute on graph data and persist …
Cross-engine query execution in federated database systems
AM Gupta, V Gadepally… - 2016 IEEE High …, 2016 - ieeexplore.ieee.org
We have developed a reference implementation of the BigDAWG system: a new architecture
for future Big Data applications, guided by the philosophy that “one size does not fit all” …
for future Big Data applications, guided by the philosophy that “one size does not fit all” …
75,000,000,000 streaming inserts/second using hierarchical hypersparse graphblas matrices
The SuiteSparse GraphBLAS C-library implements high performance hypersparse matrices
with bindings to a variety of languages (Python, Julia, and Matlab/Octave). GraphBLAS …
with bindings to a variety of languages (Python, Julia, and Matlab/Octave). GraphBLAS …
Comparison and evaluation of state-of-the-art LSM merge policies
Modern NoSQL database systems use log-structured merge (LSM) storage architectures to
support high write throughput. LSM architectures aggregate writes in a mutable MemTable …
support high write throughput. LSM architectures aggregate writes in a mutable MemTable …