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Modernize Your Analytics Workloads for Apache Spark 3.0 and Beyond

05/27/2021
Views 17
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apache spark
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Big Opportunities for tinyML Applications: Everywhere and Always-On

08/16/2020
Views 411
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analytics, application software, artificial intelligence, backup, bit, computer, computer data storage, computer science conference 2020, computer vision, computing, data mining, deep learning, deep learning 2020, home automation, information technology 2020, information technology conference , infrastructure, innovation, iphone, laptop, machine learning tutorials, neural network, news, perception, science, signal, silicon valley, software, tablet computer, time, virtual reality, visual perception
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Tale of Scaling Zeus to Petabytes of Shuffle Data @Uber

05/27/2021
Views 11
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data processing
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The Rise of ZStandard: Apache Spark/Parquet/ORC/Avro

05/27/2021
Views 23
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apache spark
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Welcome & Opening Remarks

08/17/2020
Views 82
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application software, art, augmented reality, camera, cloud computing, computer, computer hardware, computer science conference, dimension, information, information technology, information technology conference , innovation, investment, microcontroller, mind, neural network, online and offline, reason, research, samsung, smartphone, social media, software, space, sustainable development goals, technology, tinyml asia 2020, tinyml conference 2020, tinyml2020, venture capital, youtube
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Portable UDFs: Write Once, Run Anywhere

05/27/2021
Views 52
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multiple systems
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Plenary: “The Road to Innovation for AI Chips in China”

08/17/2020
Views 126
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altera, apple inc., artificial intelligence, artificial intelligence 2020, cloud computing, computer, computer data storage, computing, deep learning, edge computing, electronic health record, electronics, google, home automation, ibm aix, information technology & services , information technology conference , integrated circuit, load balancing (computing), mobile security, moore's law, nanoelectronics, nanotechnology, neural network, pic microcontrollers, playstation 4, random-access memory, recurrent neural network, smartphone, tinyml asia 2020, tinyml conference 2020, tinyml foundation
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Embedding AI in Everything: mW-level Neural Network Processor

08/17/2020
Views 178
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activation function, algorithm, artificial intelligence, artificial intelligence 2020, attention, central processing unit, clock, cloud computing, computer, computer hardware, computer performance, computer science, computing, consumer electronics, data compression, distributed computing, electric battery, electronic engineering, food, home automation, information technology & services , machine learning 2020, machine learning tutorials, nanotechnology, neural network, power supply, privacy, reconfigurable computing, smartphone, tinyml asia 2020, wearable technology
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Structured Streaming Use-Cases at Apple

05/27/2021
Views 26
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data infrastructure
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tinyML Asia 2020: Session #1 – Hardware Powering innovation in a new world of AI devices on the edge with microNPUs Arm Ethos-U

08/17/2020
Views 86
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api, application software, central processing unit, cisco systems, cloud computing, compiler, computer, computer hardware, data compression, deep learning, device driver, embedded system, flash memory, home automation, information technology, library (computing), linux, machine learning, machine learning technologies , machine learning tutorials, multi-core processor, neural network, open source, runtime system, simulation, smart city, software, software development, tensorflow, tinyml asia 2020, tinyml conference 2020, tinyml2020
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Embedding AI in Everything: mW-level Neural Network Processor

08/17/2020
Views 93
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information technology conference , apple inc., artificial intelligence, attention, closed-circuit television, communication protocol, computer, computer hardware, computer science, computing, consumption (economics), database, deep learning, dvd, efficient energy use, electric battery, emoji, facial recognition system, graphical user interface, hardware, information technology & services , internet, internet of things, machine learning 2020, marketing, mathematical optimization, palette (computing), service quality, smart city, surveillance, tinyml asia 2020, tinyml foundation, wi-fi
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Choose Your Weapon: Comparing Spark on FPGAs vs GPUs

05/27/2021
Views 24
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data analytics workloads
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Structured Quantization for Neural Network Language Model Compression

08/18/2020
Views 114
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computer, computer science, computer vision, data compression, embedded system, engineering, information technology 2020, information technology conference , language, language model, language processing in the brain, linear subspace, matrix (mathematics), memory, natural language processing, neural network, neural networks 2020, parameter, quantization (signal processing), science, shanghai, signal, singular value decomposition, speech, speech recognition, tinyml conference 2020, tinyml foundation, tinyml2020, vector space, vocabulary
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Structured Quantization for Neural Network Language Model Compression

08/18/2020
Views 126
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analog computer, approximation, artificial intelligence, artificial intelligence 2020, computing, crossbar switch, deep learning, electrical resistance and conductance, experiment, granularity, graphics processing unit, information technology conference , innovation, input/output, integrated circuit, machine learning, machine learning technologies , microarchitecture, multi-level cell, neural network, parallel computing, pipeline (computing), radio, resistor, tensor processing unit, tensorflow, tinyml conference 2020, tinyml foundation, tinyml2020, transistor, voltage, x-ray
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Enabling Vectorized Engine in Apache Spark

05/26/2021
Views 486
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engineered systems
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Enabling Embedded Vision For All

08/18/2020
Views 107
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active-pixel sensor, algorithm, artificial intelligence, cloud computing, cmos, compiler, computer, computer hardware, computer science, computer vision, deep learning, digital signal processor, eye, information technology & services , intelligence, linkedin, machine learning technologies , marketing, pixel, pleasure, program optimization, relay, sensor, software, tampa, florida, tinyml asia 2020, tinyml conference 2020, toyota prius, twitter, use case, wikipedia
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Enabling Embedded Vision For All With Ultra-Low Power Image Classification

08/18/2020
Views 266
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accelerometer, amazon alexa, api, application software, artificial intelligence 2020, car, central processing unit, computer hardware, engine, graphics display resolution, himax, home theater pc, inference, information technology, information technology conference , library (computing), lighting, low-power electronics, machine, machine learning, machine learning technologies , microphone, open-source software, sensor, serial port, software, speech recognition, spotify, tinyml conference 2020, tinyml foundation, vibration
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Monitor Apache Spark 3 on Kubernetes using Metrics and Plugins

05/26/2021
Views 36
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practical aspects
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Applying machine learning capabilities to wearable IoT devices for boxing technique management

08/18/2020
Views 402
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accelerometer, attention, bit, bluetooth, bluetooth low energy, boxing, cloud computing, computer, computer science, computer science 2020, data collection, face, feedback, glass, god, halloween, information, information technology conference , luck, machine, machine learning, machine learning tutorials, pleasure, smoke, spectral density, technology, tinyml asia 2020, tinyml foundation, video, video game, wearable technology
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Data Distribution and Ordering for Efficient Data Source V2

05/26/2021
Views 56
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spark 3
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System Software for Machine Learning at the Edge

08/19/2020
Views 134
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analytics, arm architecture, arm cortex-a53, artificial intelligence, automated teller machine, automation, central processing unit, computer, computer science, computing, embedded system, field-programmable gate array, gesture recognition, graphics processing unit, information technology & services , information technology conference , internet of things, machine learning, machine learning technologies , machine learning tutorials, microcontroller, parallel computing, real-time computing, smart city, smartphone, smartwatch, stack (abstract data type), tensorflow, tinyml asia 2020, wearable technology
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Recommender-Based Transformers

05/28/2021
Views 6
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based transformers
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Acceleration of Deep Learning Inference on Raspberry Pi’s VideoCore GPU

08/19/2020
Views 135
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application software, arm architecture, artificial intelligence 2020, camera, central processing unit, compiler, computer, computer hardware, data compression, deep learning, digital signage, elevator, graphics processing unit, information, information technology & services , instruction set architecture, low-power electronics, machine learning 2020, mass media, mathematical optimization, multi-core processor, programmer, programming language, python (programming language), raspberry pi, sensor, software, tinyml asia 2020, tinyml conference 2020, tinyml2020, video, youtube
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Effective AIOps with Open Source Software in a Week

05/27/2021
Views 17
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performing streaming platforms
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Accelerating AIoT development with TencentOS

08/19/2020
Views 89
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artificial intelligence 2020, bikini, china, chrysler, computer science, coyote, deodorant, dust, elevator, engineer, georgia (u.s. state), google, idaho, information, internet of things, islamic state of iraq and the levant, machine learning tutorials, malaysia, microcontroller, open source, open-source software, philippines, pleasure, skin, software, tencent, tensorflow, tinyml asia 2020, tinyml conference 2020, tinyml2020
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Jeeves Grows Up: An AI Chatbot for Performance and Quality

05/27/2021
Views 4
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chatbots
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From Cloud to Edge: A Road of Network-Accelerator Co-Design for High-Accuracy and Energy-Efficient AI Solutions

08/19/2020
Views 87
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car, cloud computing, computer, computer hardware, computer science, computing, consumption (economics), design, edge computing, efficient energy use, email, energy, ethics, eye, fuel economy in automobiles, information, latency (engineering), machine learning 2020, machine learning tutorials, pager, participatory design, playstation, prediction, rapid transit, research, server (computing), simulation, software framework, tinyml conference 2020, tinyml foundation
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System Software for Machine Learning at the Edge

08/19/2020
Views 218
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artificial intelligence, attention, brute-force attack, central processing unit, computer, computer hardware, computer science, computer vision, data compression, deep learning, energy level, frame rate, graphics processing unit, human, imagenet, imax, information, information technology, integrated circuit, internet, low-power electronics, machine learning, machine learning 2020, machine learning tutorials, meltdown (security vulnerability), parking lot, polygraph, sensor, tinyml foundatio, video
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Conversational AI with Transformer Models

05/27/2021
Views 13
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artificial intelligence
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From Chatbots to Augmented Conversational Assistants

05/27/2021
Views 25
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developing technology
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