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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
mathematics computing
biblio
An Application of Storage-Optimal MatDot Codes for Coded Matrix Multiplication: Fast k-Nearest Neighbors Estimation
Submitted by grigby1 on Fri, 05/22/2020 - 1:39pm
parallel processing
faster query execution
high memory footprint
in-memory indexes
K-NN search
MatDot codes
matrix multiplication
model parallelism
model-parallel architecture
MRPT
multiple random projection trees
nearest neighbor estimation
fast k-nearest neighbors
query response time
query time
single compute node
single processing node
storage constraints
storage-optimal MatDot Codes
storage-optimal recovery threshold
straggler and failure tolerance
straggler-prone environment
Systematics
worker nodes
nearest neighbor search
Indexes
Data models
Computational modeling
Big Data
trees (mathematics)
Metrics
Measurement
nearest neighbour methods
data storage
query processing
mathematics computing
pubcrawl
high-dimensional data
Approximation algorithms
approximate nearest neighbor algorithms
candidate points
coded computing
coded matrix multiplication
computation efforts
computation strategy
distributed computing cluster
distributed processing
Euclidean distance calculations
biblio
Accelerated Approximate Nearest Neighbors Search Through Hierarchical Product Quantization
Submitted by grigby1 on Fri, 05/22/2020 - 1:27pm
multiple low-dimensional codebooks
Cartesian product
FPGA-tailored architecture
hardware acceleration
hierarchical PQ
Hierarchical product Quantization
High-Dimensional Indexing
HPQ
mathematics computing
approximate search
nearest neighbor search
Online Indexing
product quantization
query answering
Regression
Search Space
similarity search
vector quantization
nearest neighbour methods
machine learning
pubcrawl
field programmable gate arrays
Artificial Intelligence
pattern classification
neural nets
Metrics
Measurement
learning (artificial intelligence)
search problems
regression analysis
classification
query processing
information retrieval
accelerated Approximate Nearest Neighbors search
ANN search
biblio
A Sequential Multi-Objective Robust Optimization Approach under Interval Uncertainty Based on Support Vector Machines
Submitted by grigby1 on Tue, 05/01/2018 - 10:38am
pattern classification
uncertainty
SVM
Support vector machines
sequential optimization approach
sequential multiobjective robust optimization
sequential MORO
Robustness
Resiliency
resilience
pubcrawl
composability
optimization
optimisation
multi-objective robust optimization
Metrics
mathematics computing
interval uncertainty
genetic algorithms
design alternative classification model
convergence
Computational modeling
biblio
Distributed continuous-time gradient-based algorithm for constrained optimization
Submitted by BrandonB on Thu, 04/30/2015 - 11:53am
invariance
Trajectory
optimization objective function
optimization
optimisation
multi-agent systems
mathematics computing
Lyapunov methods
Lyapunov function
Linear programming
LaSalle invariance principle
Lagrangian multiplier method
KKT condition
Algorithm design and analysis
Heuristic algorithms
gradient methods
distributed optimization
distributed algorithms
distributed algorithm
continuous-time optimization algorithm
continuous-time multiagent system
continuous-time distributed gradient dynamics
continuous time systems
constrained optimization problem
constrained optimization
