All Stories

  1. ScaleQsim: Highly Scalable Quantum Circuit Simulation Framework for Exascale HPC Systems
  2. ScaleQsim: Highly Scalable Quantum Circuit Simulation Framework for Exascale HPC Systems
  3. Time-series Forecasting for Network Utilization in Large-Scale Scientific Workflows
  4. BBRv3 Startup Behavior: Analysis and Fairness Enhancements
  5. Predicting Dataset Popularity for Improved Distributed Content Caching in Scientific Workflows
  6. Validating TCP Behavior in DISTRI: A Comparison of Simulated and Real-World Network Performance for Distributed Computing
  7. ScaleQsim: Highly Scalable Quantum Circuit Simulation Framework for Exascale HPC Systems
  8. Achieving Deterministic and Reliable Large-Scale Data Transfers in a Scientific Network
  9. Regen: An object layout regenerator on large-scale production HPC systems
  10. Toward Performance Prediction in Large-Scale Systems through Temporal System and Application Log Analysis
  11. Swiftn: Accelerating Quantum Circuit Simulation Through Tensor Optimization
  12. Improving Slow Transfer Predictions: Generative Methods Compared
  13. Conditional Recurrent Neural Networks for Enhancing Throughput Prediction and Slow File Transfers Detection in Large Science Workflows
  14. Comparing Cache Utilization Trends for Regional Data Caches
  15. Exploring Data Caching Policy with Data Access Patterns from dCache System
  16. TensorSearch: Parallel Similarity Search on Tensors
  17. A Study of a Deterministic Networking Framework for Latency Critical Large Scientific Data Transfers
  18. Imb-FinDiff: Conditional Diffusion Models for Class Imbalance Synthesis of Financial Tabular Data
  19. A2FL: Autonomous and Adaptive File Layout in HPC through Real-time Access Pattern Analysis
  20. Detecting Anomalies in Time Series Using Kernel Density Approaches
  21. Experiences in deploying in-network data caches
  22. Predicting Resource Utilization Trends with Southern California Petabyte Scale Cache
  23. Understanding Data Access Patterns for dCache System
  24. Automatic Data Transformation Using Large Language Model - An Experimental Study on Building Energy Data
  25. Counterfactual Analysis: A Case Study on Impact of External Events on Building Energy Consumption
  26. Saving network usage across the seas, saving network traffic volume by 97%
  27. Gender Gaps in Mode Usage, Vehicle Ownership, and Spatial Mobility When Entering Parenthood: A Life Course Perspective
  28. Leveraging History to Predict Infrequent Abnormal Transfers in Distributed Workflows
  29. Design and implementation of I/O performance prediction scheme on HPC systems through large-scale log analysis
  30. Effectiveness and predictability of in-network storage cache for Scientific Workflows
  31. Locating Partial Discharges in Power Transformers with Convolutional Iterative Filtering
  32. Design and Implementation of Burst Buffer Over-Subscription Scheme for HPC Storage Systems
  33. Design and implementation of dynamic I/O control scheme for large scale distributed file systems
  34. What Makes You Hold on to That Old Car? Joint Insights From Machine Learning and Multinomial Logit on Vehicle-Level Transaction Decisions
  35. Predicting Slow Network Transfers in Scientific Computing
  36. Studying Scientific Data Lifecycle in On-demand Distributed Storage Caches
  37. Access Trends of In-network Cache for Scientific Data
  38. SNTA'22
  39. LBNL Superfacility Project Report
  40. Enhancing IoT anomaly detection performance for federated learning
  41. Adaptive Optimization for Sparse Data on Heterogeneous GPUs
  42. Using Multi-Resolution Data to Accelerate Neural Network Training in Scientific Applications
  43. Performance of the Gold Standard and Machine Learning in Predicting Vehicle Transactions
  44. An In-Depth I/O Pattern Analysis in HPC Systems
  45. Asynchronous I/O Strategy for Large-Scale Deep Learning Applications
  46. Automated Feature Selection for Anomaly Detection in Network Traffic Data
  47. Adaptive Stochastic Gradient Descent for Deep Learning on Heterogeneous CPU+GPU Architectures
  48. Effective Missing Value Imputation Methods for Building Monitoring Data
  49. Botnet Detection Using Recurrent Variational Autoencoder
  50. Enhancing IoT Anomaly Detection Performance for Federated Learning
  51. Cross-facility science with the Superfacility Project at LBNL
  52. Software-Defined Network for End-to-end Networked Science at the Exascale
  53. Towards HPC I/O Performance Prediction through Large-scale Log Analysis
  54. Access Patterns to Disk Cache for Large Scientific Archive
  55. GPU-based Classification for Wireless Intrusion Detection
  56. understanding scientific data access patterns with data caching within the network
  57. Feature Selection Improves Tree-based Classification for Wireless Intrusion Detection
  58. Evaluation of Deep Learning Models for Network Performance Prediction for Scientific Facilities
  59. Transfer Learning Approach for Botnet Detection Based on Recurrent Variational Autoencoder
  60. HPC Workload Characterization Using Feature Selection and Clustering
  61. BBOS: Efficient HPC Storage Management via Burst Buffer Over-Subscription
  62. Predicting Resource Requirement in Intermediate Palomar Transient Factory Workflow
  63. Clustering Life Course to Understand the Heterogeneous Effects of Life Events, Gender, and Generation on Habitual Travel Modes
  64. A Reinforcement Learning Based Network Scheduler for Deadline-Driven Data Transfers
  65. Federated Wireless Network Intrusion Detection
  66. Machine Learning for Prediction of Mid to Long Term Habitual Transportation Mode Use
  67. Spatiotemporal Real-Time Anomaly Detection for Supercomputing Systems
  68. Evaluating the Effects of Missing Values and Mixed Data Types on Social Sequence Clustering Using t-SNE Visualization
  69. Co-optimizing Latency and Energy for IoT services using HMP servers in Fog Clusters
  70. DCA-IO: A Dynamic I/O Control Scheme for Parallel and Distributed File Systems
  71. A New Approach to Multivariate Network Traffic Analysis
  72. Multidimensional Compression with Pattern Matching
  73. Automatic Detection of Network Traffic Anomalies and Changes
  74. Performance Prediction for Data Transfers in LCLS Workflow
  75. Similarity-based Compression with Multidimensional Pattern Matching
  76. Understanding Parallel I/O Performance Trends Under Various HPC Configurations
  77. Detecting Anomalies in the LCLS Workflow
  78. Dynamic Online Performance Optimization in Streaming Data Compression
  79. Predicting Network Traffic Using TCP Anomalies
  80. Consensus Ensemble System for Traffic Flow Prediction
  81. SDN for End-to-End Networked Science at the Exascale (SENSE)
  82. Auto-Tuned Publisher in a Pub/Sub System: Design and Performance Evaluation
  83. Modeling Data Transfers: Change Point and Anomaly Detection
  84. Spatio-Temporal Analysis of HPC I/O and Connection Data
  85. Identifying Anomalous File Transfer Events in LCLS Workflow
  86. Towards Autonomic Science Infrastructure
  87. Multivariate network traffic analysis using clustered patterns
  88. Foreword
  89. Predicting baseline for analysis of electricity pricing
  90. Feature Engineering and Classification Models for Partial Discharge Events in Power Transformers
  91. Accurate signal timing from high frequency streaming data
  92. Data quality challenges with missing values and mixed types in joint sequence analysis
  93. Convolutional Filtering for Accurate Signal Timing from Noisy Streaming Data
  94. Statistical data reduction for streaming data
  95. A New Approach to Online, Multivariate Network Traffic Analysis
  96. Improving Statistical Similarity Based Data Reduction for Non-Stationary Data
  97. Parallel Variable Selection for Effective Performance Prediction
  98. Expanding Statistical Similarity Based Data Reduction to Capture Diverse Patterns
  99. A lightweight network anomaly detection technique
  100. An approach to online network monitoring using clustered patterns
  101. Towards Real-Time Detection and Tracking of Spatio-Temporal Features: Blob-Filaments in Fusion Plasma
  102. Novel Data Reduction Based on Statistical Similarity
  103. Machine learning based job status prediction in scientific clusters
  104. Time-Series Forecast Modeling on High-Bandwidth Network Measurements
  105. Visualization and Analysis for Near-Real-Time Decision Making in Distributed Workflows
  106. Performance Analysis Tool for HPC and Big Data Applications on Scientific Clusters
  107. Named Data Networking in Climate Research and HEP Applications
  108. PATHA: Performance Analysis Tool for HPC Applications
  109. Extracting Baseline Electricity Usage Using Gradient Tree Boosting
  110. Best Predictive Generalized Linear Mixed Model with Predictive Lasso for High-Speed Network Data Analysis
  111. Network bandwidth utilization forecast model on high bandwidth networks
  112. Statistical Overfitting and Backtest Performance
  113. Adaptation and Policy-Based Resource Allocation for Efficient Bulk Data Transfers in High Performance Computing Environments
  114. Efficient Data Staging Using Performance-Based Adaptation and Policy-Based Resource Allocation
  115. Statistical Overfitting and Backtest Performance
  116. Estimating and Forecasting Network Traffic Performance Based on Statistical Patterns Observed in SNMP Data
  117. What SNMP Data Can Tell Us about Edge-to-Edge Network Performance
  118. Adaptive Data Transfers that Utilize Policies for Resource Sharing
  119. Efficient Attribute-Based Data Access in Astronomy Analysis
  120. Experiences with 100Gbps network applications
  121. Adoption of a SAML-XACML Profile for Authorization Interoperability across Grid Middleware in OSG and EGEE
  122. StorNet: Integrated Dynamic Storage and Network Resource Provisioning and Management for Automated Data Transfers
  123. StorNet: Co-scheduling of end-to-end bandwidth reservation on storage and network systems for high-performance data transfers
  124. Efficient Bulk Data Replication for the EarthSystem Grid
  125. A Flexible Reservation Algorithm for Advance Network Provisioning
  126. Finding Tropical Cyclones on a Cloud Computing Cluster: Using Parallel Virtualization for Large-Scale Climate Simulation Analysis
  127. EFFIS: An End-to-end Framework for Fusion Integrated Simulation
  128. Lessons learned from moving earth system grid data sets over a 20 Gbps wide-area network
  129. Adaptive Transfer Adjustment in Efficient Bulk Data Transfer Management for Climate Datasets
  130. Scientific Data Management
  131. Dynamic Storage Management
  132. Hadoop distributed file system for the Grid
  133. Practical Grid Storage Interoperation
  134. FastBit: interactively searching massive data
  135. Interoperation of world-wide production e-Science infrastructures
  136. The Earth System Grid: Enabling Access to Multimodel Climate Simulation Data
  137. Efficient Operational Profiling of Systems Using Suffix Arrays on Execution Logs
  138. Grid data access on widely distributed worker nodes using scalla and SRM
  139. Storage resource manager version 2.2: design, implementation, and testing experience
  140. Data management and analysis for the Earth System Grid
  141. Toward a first-principles integrated simulation of tokamak edge plasmas
  142. Storage Resource Managers: Recent International Experience on Requirements and Multiple Co-Operating Implementations
  143. Building a global federation system for climate change research: the earth system grid center for enabling technologies (ESG-CET)
  144. Enabling worldwide access to climate simulation data: the earth system grid (ESG)
  145. The Earth System Grid: Supporting the Next Generation of Climate Modeling Research
  146. High-performance remote access to climate simulation data: a challenge problem for data grid technologies
  147. An ontology for scientific information in a Grid environment: the earth system Grid
  148. Grid collector: an event catalog with automated file management
  149. High-performance remote access to climate simulation data
  150. New capabilities in the HENP Grand Challenge Storage Access System and its application at RHIC
  151. Experience with using CORBA to implement a file caching coordination system
  152. Storage access coordination using CORBA
  153. Invariant representation and hierarchical network for inspection of nuts from X-ray images
  154. Coordinating simultaneous caching of file bundles from tertiary storage
  155. Multidimensional indexing and query coordination for tertiary storage management