Manish Parashar
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View article: 2024 NSF CSSI-Cybertraining-SCIPE PI Meeting August 12 to 13, 2024, Charlotte, NC
2024 NSF CSSI-Cybertraining-SCIPE PI Meeting August 12 to 13, 2024, Charlotte, NC Open
The second annual NSF, OAC CSSI, CyberTraining and related programs PI meeting was held August 12 to 13 in Charlotte, NC, with participation from PIs or representatives of all major awards. Keynotes, panels, breakouts, and poster sessions …
View article: Now More Than Ever, Foundational AI Research and Infrastructure Depends on the Federal Government
Now More Than Ever, Foundational AI Research and Infrastructure Depends on the Federal Government Open
Leadership in the field of AI is vital for our nation's economy and security. Maintaining this leadership requires investments by the federal government. The federal investment in foundation AI research is essential for U.S. leadership in …
View article: Private Distributed Resource Management Data: Predicting CPU Utilization with Bi-LSTM and Federated Learning
Private Distributed Resource Management Data: Predicting CPU Utilization with Bi-LSTM and Federated Learning Open
International audience
View article: Prioritizing Computing Research to Empower and Protect Vulnerable Populations
Prioritizing Computing Research to Empower and Protect Vulnerable Populations Open
Technology can pose signicant risks to a wide array of vulnerable populations. However, by addressing the challenges and opportunities in technology design, research, and deployment, we can create systems that benet everyone, fostering a s…
View article: Dual Channel Dual Staging: Hierarchical and Portable Staging for GPU-Based In-Situ Workflow
Dual Channel Dual Staging: Hierarchical and Portable Staging for GPU-Based In-Situ Workflow Open
In-situ workflows have emerged as an attractive approach for addressing data movement challenges at very large scales. Since GPU-based architectures dominate the HPC landscapes, porting these in-situ workflows, and, specifically, the inter…
View article: Monovalent and Divalent Designs of Copper Radiotheranostics Targeting Fibroblast Activation Protein in Cancer
Monovalent and Divalent Designs of Copper Radiotheranostics Targeting Fibroblast Activation Protein in Cancer Open
Background: Fibroblast activation protein (FAP)-targeted theranostic radiopharmaceuticals have shown desired tumor-to-background organ selectivity due to the ubiquitous presence of FAP within the tumor microenvironment. However, suboptimal…
View article: Streaming Data in HPC Workflows Using ADIOS
Streaming Data in HPC Workflows Using ADIOS Open
The "IO Wall" problem, in which the gap between computation rate and data access rate grows continuously, poses significant problems to scientific workflows which have traditionally relied upon using the filesystem for intermediate storage…
View article: CrossPrefetch: Accelerating I/O Prefetching for Modern Storage
CrossPrefetch: Accelerating I/O Prefetching for Modern Storage Open
We introduce CrossPrefetch, a novel cross-layered I/O prefetching mechanism that operates across the OS and a user-level runtime to achieve optimal performance. Existing OS prefetching mechanisms suffer from rigid interfaces that do not pr…
View article: XaaS: Acceleration as a Service to Enable Productive High-Performance Cloud Computing
XaaS: Acceleration as a Service to Enable Productive High-Performance Cloud Computing Open
High-performance computing (HPC) and the cloud have evolved independently, specializing their innovations into performance or productivity. Acceleration as a Service (XaaS) is a recipe to empower both fields with a shared execution platfor…
View article: Cloud2Things 2024: 4 Workshop on From Cloud to Things: harnessing pervasive data in the Computing Continuum - Welcome and Committees
Cloud2Things 2024: 4 Workshop on From Cloud to Things: harnessing pervasive data in the Computing Continuum - Welcome and Committees Open
The goal of this workshop is to bring together the technologies and researchers who share interests in the area of pervasive computation in computing contexts that mix Cloud, Edge and IoT.Its purpose is to promote discussions of research a…
View article: XaaS: Acceleration as a Service to Enable Productive High-Performance Cloud Computing
XaaS: Acceleration as a Service to Enable Productive High-Performance Cloud Computing Open
HPC and Cloud have evolved independently, specializing their innovations into performance or productivity. Acceleration as a Service (XaaS) is a recipe to empower both fields with a shared execution platform that provides transparent acces…
View article: NSF/IEEE-TCPP Curriculum Initiative on Parallel and Distributed Computing Core Topics for Undergraduates
NSF/IEEE-TCPP Curriculum Initiative on Parallel and Distributed Computing Core Topics for Undergraduates Open
This collaborative project represents a multi-faceted effort to shift computer science and engineering education toward ensuring that students can use 21st century platforms that pervasively incorporate parallel and distributed computing (…
View article: Computing Everywhere, All at Once: Harnessing the Computing Continuum for Science
Computing Everywhere, All at Once: Harnessing the Computing Continuum for Science Open
Emerging data-driven scientific workflows are increasing leveraging distributed data sources to understand end-to-end phenomenon, drive experimentation, and facilitate important decision making. Despite the exponential growth of available …
View article: Enabling Responsible Artificial Intelligence Research and Development Through the Democratization of Advanced Cyberinfrastructure
Enabling Responsible Artificial Intelligence Research and Development Through the Democratization of Advanced Cyberinfrastructure Open
Artificial intelligence (AI) is driving discovery, innovation, and economic growth, and has the potential to transform science and society. However, realizing this positive and transformative potential of AI requires that AI research and d…
View article: Event-Driven FaaS Workflows for Enabling IoT Data Processing at the Cloud Edge Continuum
Event-Driven FaaS Workflows for Enabling IoT Data Processing at the Cloud Edge Continuum Open
International audience
View article: Accelerating Data-Intensive Seismic Research Through Parallel Workflow Optimization and Federated Cyberinfrastructure
Accelerating Data-Intensive Seismic Research Through Parallel Workflow Optimization and Federated Cyberinfrastructure Open
Earthquake early warning systems use synthetic data from simulation frameworks like MudPy to train models for predicting the magnitudes of large earthquakes. MudPy, although powerful, has limitations: a lengthy simulation time to generate …
View article: Strengthening and Democratizing Artificial Intelligence Research and Development
Strengthening and Democratizing Artificial Intelligence Research and Development Open
This article summarizes the vision, roadmap, and implementation plan for a National Artificial Intelligence Research Resource that aims to provide a widely accessible cyberinfrastructure for artificial intelligence R&D, with the overarchin…
View article: TEMA: Event Driven Serverless Workflows Platform for Natural Disaster Management
TEMA: Event Driven Serverless Workflows Platform for Natural Disaster Management Open
International audience
View article: Message from the Chairs
Message from the Chairs Open
We are delighted to extend a warm welcome to all participants of the 2023 IEEE International Conference on Cloud Computing (CLOUD 2023) sponsored by the IEEE Technical Committee on Services Computing!