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Scale By The Bay 2020: Chris Fregly, Smokey and the Multi-Armed Bandit featuring BERT Reynolds

11/13/2020
Views 220
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amazon web services, batch processing, experiment, machine learning, multi-armed bandit, open-source software, prediction, reinforcement learning, simulation, streaming data, web service, ada (programming language), amazon (company), attention, blog, burt reynolds, control flow, ground truth, hyperparameter (machine learning), serverless computing, slot machine, software framework, use case, world wide web, smokey and the bandit
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Scale By The Bay 2020: Viktor Gamov, Event Streaming with Kafka Streams

11/12/2020
Views 189
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apache kafka, apache spark, api, batch processing, computer programming, computing, data center, database, microservices, nothing, programming language, reason, scalability, communication protocol, computer file, control flow, interface (computing), internet protocol, load balancing (computing), mobile device, pipeline (computing), software framework, source lines of code, theory
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Monitoring Scientific Python Usage on a Supercomputer

08/14/2021
Views 347
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algorithms, analytics, batch processing, business intelligence, compilers, computer science, computing, data analytics, database, elasticsearch, kubernetes , machine learning, metadata, modeling, research, science, software , software engineering, statistics, computational science, computer cluster, cray, customs, dashboard (business), inspection, message passing interface, project jupyter, prototype, python (programming language), supercomputer, visualization (graphics), scipy2021, machine programming, software tools
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RedisCDC: Seamless database migrations and continuous changed-data replication to Redis Enterprise

04/21/2021
Views 1.26 K
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analytics, apache kafka, backup, batch processing, central processing unit, cloud computing, database, grafana, microservices, nosql, postgresql, apache cassandra, change data capture, conflict resolution, extract, transform, load, insert (sql), microsoft sql server, multi-model database, pipeline (computing), random-access memory, real-time computing, real-time database, redis, replication (computing), tokenization (data security), database migrations
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Redis as an online feature store

04/21/2021
Views 736
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analytics, batch processing, computer security, database, facebook, information, intelligence, learning, machine learning, prediction, version control, apple inc., computer data storage, computer monitor, credit card, data lineage, hash function, latency (engineering), online and offline, parameter, pipeline (computing), raw data, real-time computing, redis, online feature store
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Machine Learning Design Patterns - Sara Robinson

02/06/2021
Views 896
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batch processing, cash, computer programming, computing, data warehouse, database, design, devops, feature engineering, machine learning, metadata, prediction, reason, tensorflow, apache cassandra, conceptual model, data pre-processing, engineering design process, pipeline (software), real-time computing, sampling (statistics), software versioning, statistical classification, workload, scheme (programming language)
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Unified MLOps: Feature Stores & Model Deployment

05/27/2021
Views 1.72 K
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analytics, apache spark, api, batch processing, cloud computing, computer hardware, data, data warehouse, database, machine learning, mobile app, scalability, sql, computer file, database index, database trigger, insert (sql), java database connectivity, join (sql), latency (engineering), lookup table, open database connectivity, real-time computing, single source of truth, time series, use case
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Growing the Delta Ecosystem to Rust and Python with Delta-RS

05/27/2021
Views 1.23 K
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amazon web services, batch processing, database, java (programming language), metadata, open-source software, postgresql, academic publishing, amazon dynamodb, binary file, computer file, database transaction, environment variable, file system, go (programming language), interpreter (computing), java virtual machine, library (computing), program optimization, ruby (programming language), scala (programming language), scripting language, thread (computing), variable (computer science), delta-rs project, scribd
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Building a good Data Infrastructure | Mumbai AI Summit | Startup Reseau

04/30/2020
Views 15
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ai, analytics, artificial intelligence, artificialintelligence, automation, batch processing, bigdata, business, code, coding, computer, data, database, datascience, deeplearning, entrepreneur, fintech, future, gender, india, innovation, iot, machinelearning, ml, money, programmer, programming, python, robotics, scalability, science, smart city, smartphone, space, startup, startups, surveillance, tech, technology, bit, complexity, crowdsourcing, dashboard (business), electronic cigarette, equation, feature phone, microphone, microtransaction, mumbai, regression analysis, theatre, universe, fraction, fintechs, ai in mumbai, futureofwork, going global, mumbai ai, tech enthusiast, womenintech
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ML Summit: Predict | ML Engineering for Production ML Deployments

10/20/2020
Views 508
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apache flink, api, automation, batch processing, cloud computing, internet of things, machine learning, metadata, prediction, product lifecycle, software , statistics, tensorflow, abstraction (computer science), categorical variable, conceptual model, directed acyclic graph, inventory, laptop, missing data, mobile phone, pipeline (software), provenance, supervised learning, world wide web
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Data Lakes with Azure Databricks

10/25/2020
Views 161
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apache kafka, api, batch processing, big data, cloud computing, data, data lakes, data warehouse, database, databricks, environment, java (programming language), json, machine learning, nosql, scalability, sql, statistics, apache hadoop, autoscaling, computer data storage, computer file, extract, transform, load, file format, parallel computing, record (computer science), relational model, streaming media
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Essential Photoshop Tips for Designers with Mark Heaps | Adobe Creative Cloud

10/20/2020
Views 10.12 K
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#acctags, #adobecc, #makeadobecc, adobe cc, adobe cloud, adobe creative cloud, adobe creative suite, adobe illustrator, adobe indesign, adobe photoshop, automation, batch processing, best practice, creative cloud, facebook, instagram, machine learning, photoshop, production, social media, technology, twitter, adobe inc., black and white, blend modes, color photography, graphic designer, grayscale, infographic, ink, jpeg, layers (digital image editing), photograph, tiff, art direction, creative cloud libraries, creative direction, print designer, styles, ui and ux, web designer, adobe bridge
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[Arm DevSummit - Session] Characterizing HPC Workload Performance on AWS Graviton 2

10/07/2020
Views 66
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amazon web services, batch processing, cloud computing, compiler, computer hardware, data center, debugger, graphics processing unit, operating system, scalability, simulation, software , virtualization, arm architecture, computer performance, cross-platform software, file system, high-level programming language, library (computing), object storage, profiling (computer programming), random-access memory, scheduling (computing), server (computing), supercomputer
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[Arm DevSummit - Session] Scalable Cloud based Simulation and Characterization

10/06/2020
Views 37
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amazon web services, analytics, batch processing, central processing unit, cloud computing, computing, data center, edge computing, innovation, internet of things, machine learning, scalability, simulation, software , workflow, arm architecture, amazon elastic compute cloud, application software, fault tolerance, multi-core processor, parallel computing, real-time computing, reliability engineering, workload, x86
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Keynote Q&A: Bhanu Solleti, Lowe's & Jun Rao, Confluent | Kafka Summit 2020

08/24/2020
Views 1.15 K
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.net, analytics, apache kafka, api, applications, apps, batch processing, cloud computing, computer hardware, data, developers, email, hadoop, java, logs, microservices, mobile app, monitoring, open source, operations, pipelines, platform, proprietary software, retail, scalability, sms, snapchat, streaming, application software, coronavirus disease 2019, inflation, latency (engineering), linux distribution, real-time computing, replication (computing), self-service, stream processing, streaming media, workforce management, enterprise integration, commit, confluent, distributed, fault-tolerant, free, messaging queue, multi-datacenter, ops, processing, publish, real-time, streams, subscribe
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Mainframe modernization: Accelerating legacy transformation

07/14/2020
Views 8.82 K
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batch processing, cloud computing, data center, database, engineering, internet, java (programming language), online transaction processing, postgresql, proprietary software, relational database, software , source code, bank, cobol, computer network, ibm db2 family, legacy system, load balancing (computing), mainframe computer, transaction processing, virtual machine, ibm rpg, type: conference talk (full production);, ibm system i, job control (computing)
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Getting More Out of Amazon EC2 - Level 300 (United States)

05/13/2020
Views 3.24 K
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2020, amazon, amazon ec2, amazon web services, analytics, aws, batch processing, big data, central processing unit, cloud, database, enterprise software, graphics processing unit, mongodb, nosql, prediction, united states, virtualization, amazon elastic compute cloud, autoscaling, benchmark (computing), computer data storage, floating-point arithmetic, jenkins (software), load balancing (computing), nitrous oxide engine, pricing, server (computing), serverless computing, video on demand, world wide web, level 300, aws events, aws summit online, compute & networking, elastic compute, may 13
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Melanie Frank, Capital One | AWS re:Invent 2020

11/30/2020
Views 850
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batch processing, behavior, best practice, capital one, cloud computing, consumer behaviour, culture, data center, dave vellante, engineer, intel, john furrier, learning, news, siliconangle, siliconangle inc, siliconangle media inc, software , technology, thecube, training, wikibon, agile software development, audit, bank, cobol, kitchen, mainframe computer, private banking, strategic management, streaming media, wic
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Runway - Model Lifecycle Management at Netflix

07/29/2020
Views 2.09 K
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api, batch processing, color, computing, conference, data migration, database, java (programming language), machine learning, metadata, open access, productivity, research, system, technology, usenix, abstraction (computer science), bottleneck (production), computer file, full-text search, human–computer interaction, hyperparameter (machine learning), online and offline, python (programming language), screenshot, subscription business model, training, validation, and test sets, log file
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Small Big Data: using NumPy and Pandas when your data doesn't fit ...

04/15/2020
Views 3.85 K
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algorithm, batch processing, big data, cloud computing, computer, computer hardware, database, numpy, postgresql, relational database, software , 64-bit computing, array data structure, computer data storage, data compression, data type, database index, hard disk drive, library (computing), pointer (computer programming), random-access memory, solid-state drive, sparse matrix, table (database), 16-bit computing
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Delta from a Data Engineer's Perspective

06/24/2020
Views 3.34 K
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batch processing, database, databricks, internet, metadata, sql, array data structure, bash (unix shell), computer data storage, computer file, data manipulation language, database transaction, general data protection regulation, insert (sql), logic, pipeline (computing), snapshot (computer storage), streaming media, string (computer science), subroutine, table (database), understanding, control data corporation, lambda architecture, merge (sql), sql syntax
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Everyday Probabilistic Data Structures for Humans

06/25/2020
Views 869
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batch processing, bbc, car, computer, databricks, design, ebay, engineering, google, playstation, price, question, spotify, apple card, apple inc., attention, bloom filter, foreclosure, function (mathematics), hash table, hyperloglog, identity document, mapreduce, online and offline, streaming media, travel visa
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NSDI '20 - Batchy: Batch scheduling Data Flow Graphs with Service level Objectives

02/26/2020
Views 282
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5g, batch processing, central processing unit, computer hardware, computing, conference, open access, software , technology, time, usenix, attention, defragmentation, fragmentation (computing), hand, ice, latency (engineering), lookup table, multi-core processor, packet loss, packet processing, pipeline (computing), router (computing), short circuit, switch, traffic flow, use case, voice over ip
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Building an Enterprise AI Factory

03/21/2019
Views 1.11 K
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analytics, apache spark, artificial intelligence, batch processing, big data, business intelligence, cloud computing, customer service, dataworks summit barcelona, dws19, engineering, fast forward labs, graphics processing unit, implementation, innovation, intelligence, machine learning, microservices, team, technology, tensorflow, time, complexity, hyperparameter (machine learning), provisioning (telecommunications), touchpoint, firefighting
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A Whirlwind Overview of Apache Beam

04/11/2018
Views 24.68 K
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apache beam, artificial intelligence, batch processing, cloud computing, computer, computer programming, data processing, dataflow, deep learning, future, google, infoq, java (programming language), machine, machine learning, nothing, qcon, qcon.ai, semantics, sql, system, time, application programming interface, data buffer, determinism, function (mathematics), input/output, library (computing), mapreduce, mechanics, pipeline (computing), porting, python (programming language), sliding window protocol
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(Past), Present, and Future of Apache Flink

04/11/2018
Views 15.32 K
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apache flink, apache kafka, batch processing, computer programming, data stream processing, database, event-driven applications, infoq, internet, java (programming language), machine learning, netflix, open source, programming language, qcon, qcon.ai, sql, streaming data, telemetry, tensorflow, test automation, twitter, application programming interface, book, hot spare, latency (engineering), parallel computing, replication (computing), scada, saved game, server (computing), throughput, use case
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ArcGIS Enterprise: Publish Your Own Network Analysis Services

11/04/2019
Views 1.89 K
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api, arcgis, batch processing, data, database, esri, esri events, geographic information system, gis, hospitality, openstreetmap, routing, software , web service, workflow, application software, command-line interface, error, laptop, newspaper, password, python (programming language), representational state transfer, server (computing), troy, van, world wide web
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Functional Data Engineering - A Set of Best Practices | Lyft

04/17/2018
Views 66.63 K
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batch computations, batch computing, batch data processing, batch processing, computer programming, computer science, data eng conf, data engineering, data warehouse, database, etl, functional data engineering, functional data engineering best practices, functional programming, functional programming idempotency, functional programming immutability, idempotency, immutable partition, lyft data engineering, mathematics, max beauchemin, maxime beauchemin, maxime beauchemin lyft, metadata, product lifecycle, pure etl tasks, pure functional programming, pure functions, science, unit testing, apache hadoop, data lineage, dimension (data warehouse), dimensional modeling, extract, transform, load, function (mathematics), hash function, object (computer science), object-oriented programming, parameter (computer programming), program optimization, scientific method, scope (computer science), slowly changing dimension, wikipedia
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Creating millions of user sessions using Complex Event Processing

04/02/2019
Views 169
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batch processing, central processing unit, computer, database, machine, mathematics, memory, motivation, reason, website, amazon (company), application software, data structure, electric generator, input/output, latency (engineering), login, macintosh, microsoft windows, parameter (computer programming), pipeline (computing), text messaging, time complexity, user (computing), windows vista
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How John Deere uses Flink to process millions of sensor measurements per second

04/02/2019
Views 437
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agriculture, api, batch processing, big data, central processing unit, color, computer, google maps, kubernetes , mathematics, pixel, streaming data, application checkpointing, complexity, input/output, parallel computing, plantation, saved game, sensor, stream processing, string (computer science), tractor, visualization (graphics), geocaching, combine harvester
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