Tomato leaf disease detection using convolutional neural networks

P Tm, A Pranathi, K SaiAshritha… - 2018 eleventh …, 2018 - ieeexplore.ieee.org
The tomato crop is an important staple in the Indian market with high commercial value and
is produced in large quantities. Diseases are detrimental to the plant's health which in turn …

A comprehensive perspective on pilot-job systems

M Turilli, M Santcroos, S Jha - ACM Computing Surveys (CSUR), 2018 - dl.acm.org
Pilot-Job systems play an important role in supporting distributed scientific computing. They
are used to execute millions of jobs on several cyberinfrastructures worldwide, consuming …

Locating mapped resources in web 2.0

D Zhang, BC Ooi, AKH Tung - 2010 IEEE 26th international …, 2010 - ieeexplore.ieee.org
Map** mashups are emerging Web 2.0 applications in which data objects such as blogs,
photos and videos from different sources are combined and marked in a map using APIs that …

A conceptual architecture for a quantum-hpc middleware

N Saurabh, S Jha, A Luckow - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
Quantum computing is important for science and industry as it offers the potential to solve
certain complex problems and perform calculations significantly faster than classical …

A tale of two data-intensive paradigms: Applications, abstractions, and architectures

S Jha, J Qiu, A Luckow, P Mantha… - 2014 IEEE International …, 2014 - ieeexplore.ieee.org
Scientific problems that depend on processing largeamounts of data require overcoming
challenges in multiple areas: managing large-scale data distribution, co-placement …

Using pilot systems to execute many task workloads on supercomputers

A Merzky, M Turilli, M Maldonado, M Santcroos… - … Strategies for Parallel …, 2019 - Springer
High performance computing systems have historically been designed to support
applications comprised of mostly monolithic, single-job workloads. Pilot systems decouple …

Pilot-edge: Distributed resource management along the edge-to-cloud continuum

A Luckow, K Rattan, S Jha - 2021 IEEE International Parallel …, 2021 - ieeexplore.ieee.org
Many science and industry IoT applications necessitate data processing across the edge-to-
cloud continuum to meet performance, security, cost, and privacy requirements. However …

WhereWulff: A Semiautonomous Workflow for Systematic Catalyst Surface Reactivity under Reaction Conditions

RY Sanspeur, J Heras-Domingo… - Journal of Chemical …, 2023 - ACS Publications
This paper introduces WhereWulff, a semiautonomous workflow for modeling the reactivity of
catalyst surfaces. The workflow begins with a bulk optimization task that takes an initial bulk …

[PDF][PDF] Radical-pilot: Scalable execution of heterogeneous and dynamic workloads on supercomputers

A Merzky, M Santcroos, M Turilli, S Jha - CoRR, abs/1512.08194, 2015 - researchgate.net
Traditionally high-performance computing (HPC) systems have been optimized to support
mostly monolithic workloads. The workload of many important scientific applications …

Overcoming hadoop scaling limitations through distributed task execution

K Wang, N Liu, I Sadooghi, X Yang… - 2015 IEEE …, 2015 - ieeexplore.ieee.org
Data driven programming models like MapReduce have gained the popularity in large-scale
data processing. Although great efforts through the Hadoop implementation and framework …