Welcome to the MGHPCC Virtual Booth

Northeastern University

NeuraChip

An accelerator of GNNs, by GNNs, for GNNs

In this video, Kaustubh introduces what GNNs (Graph Neural Networks) are and their significance in handling irregular data structures. After explaining the unique hardware and system requirements GNNs pose, he then introduces Neurachip, an innovative hardware accelerator tailored to optimize GNN performance.

Kaustubh Shivdikar
Graduate student, pursuing a Ph.D. in Computer Engineering from Northeastern University, specializing in HPC, Systems, Security and Parallel Algorithm implementations.
Northeastern University

PRINCIPAL MEMBERS

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Featured projects
A Future of Unmanned Aerial Vehicles
ACAS X: A Family of Next-Generation Collision Avoidance Systems
SC24 Project
Accelerating Rendering Power
MGHPCC Project
ACCESS Support (MATCH)
SC24 Project
Adaptive Deep Learning Systems Towards Edge Intelligence
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Analyzing the Gut Microbiome
MGHPCC Project
Ask.CI
SC24 Project
Avoiding Smash Hits
Research Computing Center
BU Research Computing Services
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Campus Champions
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Computational Modeling of Biological Systems
Computational Molecular Ecology
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ConnectCI
Cyber-Physical Communication Network Security
SC24 Project
Dancing Frog Genomes
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Deciphering Alzheimer's Disease
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Denser Environments Cultivate Larger Galaxies
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Detecting Protein Concentrations in Assays
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Developing Advanced Materials for a Sustainable Energy Future
SC24 Project
Dexterous Robotic Hands
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Discovering Evolution’s Master Switches
MGHPCC Project
Ecosystem for Research Networking (ERN)
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Electron Heating in Kinetic-Alfvén-Wave Turbulence
Energy Transport and Ultrafast Spectroscopy Lab
SC24 Project
Ephemeral Stream Water Contributions to US Drainage Networks
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Evaluating Health Benefits of Stricter US Air Quality Standards
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Evolution of Viral Infectious Disease
SC24 Project
Exact Gravitational Lensing by Rotating Black Holes
MGHPCC Project
Expanding Computing Education Pathways (ECEP) Alliance
SC24 Project
Fuzzing the Linux Kernel
Genome Forecasting
SC24 Project
Global Consequences of Warming-Induced Arctic River Changes
Harvard FASRC
MGHPCC Project
Holyoke Codes: Broadening Participation in Computer Science Education
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IceCube: Hunting Neutrinos
SC24 Project
Impact of Marine Heatwaves on Coral Diversity
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Investigating Mantle Flow Through Analyses of Earthquake Wave Propagation
MGHPCC Project
Knowledge Base
Lincoln Laboratory Supercomputing Center (LLSC)
SC24 Project
Measuring Neutrino Mass
MIT Brain and Cognitive Sciences
Research Computing Center
MIT Office of Research Computing and Data
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Modeling Breast Cancer Spread
SC24 Project
Modeling Hydrogels and Elastomers
SC24 Project
Monte Carlo eXtreme (MCX) - a Physically-Accurate Photon Simulator
SC24 Project
Network Attached FPGAs in the OCT
Research Computing Center
NEU Research Computing
NeuraChip
SC24 Project
Neurocognition at the Wu Tsai Institute, Yale
MGHPCC Project
New England Research Cloud
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New Insights on Binary Black Holes
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Northeast Storage Exchange
Open Cloud Testbed (OCT)
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OSN 1 - Accessing Storage
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OSN 2 - Deploying Storage
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Pulling Back the Quantum Curtain on ‘Weyl Fermions’
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Quantum Computing in Renewable Energy Development
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QuEra at the MGHPCC
Remote Sensing of Earth Systems
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Revolutionizing Materials Design with Computational Modeling
SEQer - Sequence Evaluation in Realtime
Simulating Large Biomolecular Assemblies
Social Capital and Economic Mobility
Software for Unreliable Quantum Computers
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Studying Highly Efficient Biological Solar Energy Systems
SC24 Project
Surface Behavior
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Taming the Energy Appetite of AI Models
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The Institute for Experiential AI
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The Kempner Institute - Unlocking Intelligence
MGHPCC Project
The Mass Open Cloud Alliance (MOC Alliance)
The Rhode Island Coastal Hazards Analysis, Modeling, and Prediction System
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The US ATLAS Northeast Tier 2 Center
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Tornado Path Detection
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Towards a Whole Brain Cellular Atlas
UMass - URI Unity Cluster
Research Computing Center
UMass Amherst Research Computing and Data
URI Center for Computational Research
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Volcanic Eruptions Impact on Stratospheric Chemistry & Ozone
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Yale Budget Lab
Research Computing Center
Yale Center for Research Computing
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