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Academy of Mathematics and Systems Science, CAS Colloquia & Seminars：Accelerating Decentralized Deep Training with Sparse and Effective Topologies
稀疏有效 拓扑加速 分散式 深度训练
2023/11/13
Decentralized optimization algorithms save remarkable communication overheads in distributed deep learning since each node averages locally with neighbors. The network topology connecting all nodes de...
The growing popularity of 3D printing for manufacturing all sorts of items, from customized medical devices to affordable homes, has created more demand for new 3D printing materials designed for very...
AI accelerating drug discovery to fight COVID-19（图）
AI accelerating drug discovery fight COVID-19
2020/5/9
Researchers are running a global race to discover a vaccine, drug or combination of treatments that can disrupt the SARS-CoV-2 virus, which causes the COVID-19 disease, and prevent widespread deaths.M...
NSF leads federal partners in accelerating the development of transformational, AI-powered innovation（图）
NSF federal partners development transformational AI powered innovation
2019/10/17
The National Science Foundation today announced the creation of a new program that will significantly advance research in AI and accelerate the development of transformational, AI-powered innovation b...
Accelerating V2X Cryptography through Batch Operations
Implicit certificates ECQV Batch ECDSA
2019/8/6
The increasing communication capabilities of vehicles are paving the way for promising road safety and traffic management applications. But the rise of connected vehicles also potentially introduces m...
Accelerating the Mobile Web：“Vroom”'Software Could Double its Speed（图）
accelerating the mobile web vroom software double its speed
2017/9/5
Despite that most web traffic today comes from smartphones and tablets, the mobile web remains inconveniently slow. Even on fast 4G networks, a page takes 14 seconds to load on average–an eternity in ...
Tile-Based Modular Architecture for Accelerating Homomorphic Function Evaluation on FPGA
FHE Homomorphic FPGA
2016/7/28
Fully Homomorphic Encryption is a powerful cryptographic tool that enables performing arbitrary meaningful computations over encrypted data. Despite its evolution over the past 7 years, FHE schemes ar...
Accelerating Homomorphic Computations on Rational Numbers
Fully Homomorphic Encryption Encoding Confidential Machine Learning
2016/7/7
Fully Homomorphic Encryption (FHE) schemes are conceptually very powerful tools for outsourcing computations on confidential data. However, experience shows that FHE-based solutions are not sufficient...
A new Materials Innovation Platforms (MIPs) program that aims to significantly accelerate materials research and development has made its first awards, to Penn State University and Cornell U...
The proportion of students taking a first algebra course in middle school has doubled over the past generation and there have been calls to make eighth grade algebra universal. We use significant poli...
An Efficient Parallel Algorithm for Accelerating Computational Protein Design
Efficient Parallel Algorithm Accelerating Computational Protein Design
2016/1/22
Given a set P of n uncertain points on the real line, each rep-resented by its one-dimensional probability density function, we consider the problem of building data structures on P to answer range qu...
In this work we introduce a large polynomial arithmetic library optimized for Nvidia GPUs to support fully homomorphic encryption schemes. To realize the large polynomial arithmetic library we convert...
Accelerating Bliss: the geometry of ternary polynomials
Lattice Based Cryptgraphy Signature Bliss
2016/1/6
The signature scheme Bliss proposed by Ducas, Durmus, Lepoint and Lyubashevsky at
Crypto’13, is currently the most compact and efficient lattice-based signature scheme that is
provably secure under ...
Accelerating Somewhat Homomorphic Evaluation using FPGAs
Somewhat homomorphic encryption NTT multiplication
2015/12/31
After being introduced in 2009, the first fully homomorphic encryption (FHE) scheme has
created significant excitement in academia and industry. Despite rapid advances in the last 6 years,
FHE schem...
Accelerating SWHE based PIRs using GPUs
Private information retrieval homomorphic encryption NTRU
2015/12/30
In this work we focus on tailoring and optimizing the computational
Private Information Retrieval (cPIR) scheme proposed in
WAHC 2014 for efficient execution on graphics processing units (GPUs).
Ex...