Lavanya Ramakrishnan

Orcid: 0000-0003-1761-4132

According to our database1, Lavanya Ramakrishnan authored at least 88 papers between 2002 and 2024.

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Bibliography

2024
ASA - The Adaptive Scheduling Algorithm.
CoRR, 2024

2023
Automated Annotation of Scientific Texts for ML-based Keyphrase Extraction and Validation.
CoRR, 2023

2022
Guidelines for Publicly Archiving Terrestrial Model Data to Enhance Usability, Intercomparison, and Synthesis.
Data Sci. J., 2022

Evaluation of a scientific data search infrastructure.
Concurr. Comput. Pract. Exp., 2022

ESSA 2022 Invited Speaker: The Curious Incident of the Data in the Scientific Workflow.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2022

SCANNS: Towards Scalable and Concurrent Data Indexing and Searching in High-End Computing System.
Proceedings of the 22nd IEEE International Symposium on Cluster, 2022

2021
Programming Abstractions for Managing Workflows on Tiered Storage Systems.
ACM Trans. Storage, 2021

Science Capsule - Capturing the Data Life Cycle.
J. Open Source Softw., 2021

Balancing the needs of consumers and producers for scientific data collections.
Ecol. Informatics, 2021

Workflows Community Summit: Bringing the Scientific Workflows Community Together.
CoRR, 2021

Assessing data change in scientific datasets.
Concurr. Comput. Pract. Exp., 2021


Science Capsule: Towards Sharing and Reproducibility of Scientific Workflows.
Proceedings of the 2021 IEEE Workshop on Workflows in Support of Large-Scale Science (WORKS), 2021

Experiences with Cross-Facility Real-Time Light Source Data Analysis Workflows.
Proceedings of the IEEE/ACM HPC for Urgent Decision Making, 2021

2020
Performance characterization of scientific workflows for the optimal use of Burst Buffers.
Future Gener. Comput. Syst., 2020

Characterizing Scientific Workflows on HPC Systems using Logs.
Proceedings of the IEEE/ACM Workflows in Support of Large-Scale Science, 2020

Towards Interactive, Reproducible Analytics at Scale on HPC Systems.
Proceedings of the IEEE/ACM HPC for Urgent Decision Making, UrgentHPC@SC 2020, Atlanta, GA, 2020

ASA - The Adaptive Scheduling Architecture.
Proceedings of the HPDC '20: The 29th International Symposium on High-Performance Parallel and Distributed Computing, 2020

2019
Incorporating Scientific Workflows in Computing Research Processes.
Comput. Sci. Eng., 2019

Data Jockey: Automatic Data Management for HPC Multi-tiered Storage Systems.
Proceedings of the 2019 IEEE International Parallel and Distributed Processing Symposium, 2019

Surfacing Data Change in Scientific Work.
Proceedings of the Information in Contemporary Society - 14th International Conference, 2019

Harnessing Complexity in High Performance Computing Ecosystems: A Complex Adaptive Systems Framework.
Proceedings of the 52nd Hawaii International Conference on System Sciences, 2019

Understanding Data Similarity in Large-Scale Scientific Datasets.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018
Towards understanding HPC users and systems: A NERSC case study.
J. Parallel Distributed Comput., 2018

MaDaTS: Managing Data on Tiered Storage for Scientific Workflows.
J. Open Source Softw., 2018

The future of scientific workflows.
Int. J. High Perform. Comput. Appl., 2018

Dac-Man: data change management for scientific datasets on HPC systems.
Proceedings of the International Conference for High Performance Computing, 2018

ScienceSearch: Enabling Search through Automatic Metadata Generation.
Proceedings of the 14th IEEE International Conference on e-Science, 2018

Bringing Data Science to Qualitative Analysis.
Proceedings of the 14th IEEE International Conference on e-Science, 2018

2017
FRIEDA: Flexible Robust Intelligent Elastic Data Management Framework.
J. Open Source Softw., 2017

Web-based visual data exploration for improved radiological source detection.
Concurr. Comput. Pract. Exp., 2017

E-HPC: a library for elastic resource management in HPC environments.
Proceedings of the 12th Workshop on Workflows in Support of Large-Scale Science, 2017

ScSF: A Scheduling Simulation Framework.
Proceedings of the Job Scheduling Strategies for Parallel Processing, 2017

Enabling Workflow-Aware Scheduling on HPC Systems.
Proceedings of the 26th International Symposium on High-Performance Parallel and Distributed Computing, 2017

Ten Principles for Creating Usable Software for Science.
Proceedings of the 13th IEEE International Conference on e-Science, 2017

Usability Heuristic Evaluation of Scientific Data Analysis and Visualization Tools.
Proceedings of the Advances in Usability and User Experience, 2017

2016
Processing Cassandra Datasets with Hadoop-Streaming Based Approaches.
IEEE Trans. Serv. Comput., 2016

Global Surface Net-Radiation at 5 km from MODIS Terra.
Remote. Sens., 2016

Cloud computing for data-driven science and engineering.
Concurr. Comput. Pract. Exp., 2016

Considering Time in Designing Large-Scale Systems for Scientific Computing.
Proceedings of the 19th ACM Conference on Computer-Supported Cooperative Work & Social Computing, 2016

Tigres Workflow Library: Supporting Scientific Pipelines on HPC Systems.
Proceedings of the IEEE/ACM 16th International Symposium on Cluster, 2016

Towards Understanding Job Heterogeneity in HPC: A NERSC Case Study.
Proceedings of the IEEE/ACM 16th International Symposium on Cluster, 2016

2015
Performance and energy efficiency of big data applications in cloud environments: A Hadoop case study.
J. Parallel Distributed Comput., 2015

AnalyzeThis: an analysis workflow-aware storage system.
Proceedings of the International Conference for High Performance Computing, 2015

A2L2: An Application Aware Flexible HPC Scheduling Model for Low-Latency Allocation.
Proceedings of the 8th International Workshop on Virtualization Technologies in Distributed Computing, 2015

HPC System Lifetime Story: Workload Characterization and Evolutionary Analyses on NERSC Systems.
Proceedings of the 24th International Symposium on High-Performance Parallel and Distributed Computing, 2015

2014
CAMP: Community Access MODIS Pipeline.
Future Gener. Comput. Syst., 2014

MARIANE: Using MApReduce in HPC environments.
Future Gener. Comput. Syst., 2014

Benchmarking MapReduce implementations under different application scenarios.
Future Gener. Comput. Syst., 2014

Combining workflow templates with a shared space-based execution model.
Proceedings of the 9th Workshop on Workflows in Support of Large-Scale Science, 2014

Provisioning, Placement and Pipelining Strategies for Data-Intensive Applications in Cloud Environments.
Proceedings of the 2014 IEEE International Conference on Cloud Engineering, 2014

Experiences with User-Centered Design for the Tigres Workflow API.
Proceedings of the 10th IEEE International Conference on e-Science, 2014

Scalable State Management for Scientific Applications in the Cloud.
Proceedings of the 2014 IEEE International Congress on Big Data, Anchorage, AK, USA, June 27, 2014

A Processing Pipeline for Cassandra Datasets Based on Hadoop Streaming.
Proceedings of the 2014 IEEE International Congress on Big Data, Anchorage, AK, USA, June 27, 2014

Storage and Data Life Cycle Management in Cloud Environments with FRIEDA.
Proceedings of the Cloud Computing for Data-Intensive Applications, 2014

2013
Predictable quality of service atop degradable distributed systems.
Clust. Comput., 2013

Performance evaluation of a MongoDB and hadoop platform for scientific data analysis.
Proceedings of the ScienceCloud'13, 2013

On the performance and energy efficiency of Hadoop deployment models.
Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013

Milieu: Lightweight and Configurable Big Data Provenance for Science.
Proceedings of the IEEE International Congress on Big Data, 2013

2012
Evaluating Interconnect and Virtualization Performance forHigh Performance Computing.
SIGMETRICS Perform. Evaluation Rev., 2012

Community Accessible Datastore of High-Throughput Calculations: Experiences from the Materials Project.
Proceedings of the 2012 SC Companion: High Performance Computing, 2012

FRIEDA: Flexible Robust Intelligent Elastic Data Management in Cloud Environments.
Proceedings of the 2012 SC Companion: High Performance Computing, 2012

MARISSA: MApReduce Implementation for Streaming Science Applications.
Proceedings of the 8th IEEE International Conference on E-Science, 2012

Evaluating Hadoop for Data-Intensive Scientific Operations.
Proceedings of the 2012 IEEE Fifth International Conference on Cloud Computing, 2012

2011
Performance and cost analysis of the Supernova factory on the Amazon AWS cloud.
Sci. Program., 2011

Deadline-sensitive workflow orchestration without explicit resource control.
J. Parallel Distributed Comput., 2011

Riding the elephant: managing ensembles with hadoop.
Proceedings of the 2011 ACM International Workshop on Many Task Computing on Grids and Supercomputers, 2011

Adapting MapReduce for HPC environments.
Proceedings of the 20th ACM International Symposium on High Performance Distributed Computing, 2011

Benchmarking MapReduce Implementations for Application Usage Scenarios.
Proceedings of the 12th IEEE/ACM International Conference on Grid Computing, 2011

MARIANE: MApReduce Implementation Adapted for HPC Environments.
Proceedings of the 12th IEEE/ACM International Conference on Grid Computing, 2011

A Noisy 10GB Provenance Database.
Proceedings of the Business Process Management Workshops, 2011

2010
Comparison of resource platform selection approaches for scientific workflows.
Proceedings of the 19th ACM International Symposium on High Performance Distributed Computing, 2010

Seeking supernovae in the clouds: a performance study.
Proceedings of the 19th ACM International Symposium on High Performance Distributed Computing, 2010

Performance Analysis of High Performance Computing Applications on the Amazon Web Services Cloud.
Proceedings of the Cloud Computing, Second International Conference, 2010

Defining future platform requirements for e-Science clouds.
Proceedings of the 1st ACM Symposium on Cloud Computing, 2010

WORKEM: Representing and Emulating Distributed Scientific Workflow Execution State.
Proceedings of the 10th IEEE/ACM International Conference on Cluster, 2010

On-demand Overlay Networks for Large Scientific Data Transfers.
Proceedings of the 10th IEEE/ACM International Conference on Cluster, 2010

2009
VGrADS: enabling e-Science workflows on grids and clouds with fault tolerance.
Proceedings of the ACM/IEEE Conference on High Performance Computing, 2009

2008
Performability modeling for scheduling and fault tolerance strategies for scientific workflows.
Proceedings of the 17th International Symposium on High-Performance Distributed Computing (HPDC-17 2008), 2008

2007
Realization of Dynamically Adaptive Weather Analysis and Forecasting in LEAD: Four Years Down the Road.
Proceedings of the Computational Science, 2007

2006
Grid allocation and reservation - Toward a doctrine of containment: grid hosting with adaptive resource control.
Proceedings of the ACM/IEEE SC2006 Conference on High Performance Networking and Computing, 2006

Poster reception - Designing a collaborative cyberinfrastructure for event-driven coastal modeling.
Proceedings of the ACM/IEEE SC2006 Conference on High Performance Networking and Computing, 2006

Challenges of Scale: When All Computing Becomes Grid Computing.
Proceedings of the High Performance Computing and Grids in Action, 2006

2005
Service-oriented environments for dynamically interacting with mesoscale weather.
Comput. Sci. Eng., 2005

2004
Securing Next-Generation Grids.
IT Prof., 2004

2003
Joint Policy Management and Auditing in Virtual Organizations.
Proceedings of the 4th International Workshop on Grid Computing (GRID 2003), 2003

2002
Programming the Grid: Distributed Software Components, P2P and Grid Web Services for Scientific Applications.
Clust. Comput., 2002

An Authorization Framework for a Grid Based Component Architecture.
Proceedings of the Grid Computing, 2002


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