All Stories

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