All Stories

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