title
What is Google Bigtable | Cloud Bigtable Architecture | Google Cloud Platform Training | Edureka

description
🔥 Edureka Google Cloud Certification training (𝐔𝐬𝐞 𝐂𝐨𝐝𝐞: 𝐘𝐎𝐔𝐓𝐔𝐁𝐄𝟐𝟎) : http://www.edureka.co/google-cloud-architect-certification-training This Edureka video on '𝐖𝐡𝐚𝐭 𝐢𝐬 𝐆𝐨𝐨𝐠𝐥𝐞 𝐁𝐢𝐠𝐭𝐚𝐛𝐥𝐞' will give you an overview of cloud bigtable in Google Cloud Platform and will help you understand various concepts that concern GCP Bigtable. Following pointers are covered in this Google Bigtable: 00:01:04 Why Google Bigtable? 00:04:39 What is Google Bigtable 00:05:20 Key Features 00:06:39 Architecture 00:07:48 Data Model 00:12:55 Use Cases ------------------------------------ 🔹Checkout Edureka's Google Cloud Platform Tutorial Playlist: https://bit.ly/2PpVgHu 🔴Subscribe to our channel to get video updates. Hit the subscribe button above: https://goo.gl/6ohpTV 📌𝐓𝐞𝐥𝐞𝐠𝐫𝐚𝐦: https://t.me/edurekaupdates 📌𝐓𝐰𝐢𝐭𝐭𝐞𝐫: https://twitter.com/edurekain 📌𝐋𝐢𝐧𝐤𝐞𝐝𝐈𝐧: https://www.linkedin.com/company/edureka 📌𝐈𝐧𝐬𝐭𝐚𝐠𝐫𝐚𝐦: https://www.instagram.com/edureka_learning/ 📌𝐅𝐚𝐜𝐞𝐛𝐨𝐨𝐤: https://www.facebook.com/edurekaIN/ 📌𝐒𝐥𝐢𝐝𝐞𝐒𝐡𝐚𝐫𝐞: https://www.slideshare.net/EdurekaIN 📌𝐂𝐚𝐬𝐭𝐛𝐨𝐱: https://castbox.fm/networks/505?country=IN 📌𝐌𝐞𝐞𝐭𝐮𝐩: https://www.meetup.com/edureka/ 📌𝐂𝐨𝐦𝐦𝐮𝐧𝐢𝐭𝐲: https://www.edureka.co/community/ #edureka #googlecloudcertificationtraining #edurekaGCP #GoogleBigtable #GoogleBigtableArchitecture #GoogleCloudPlatformTraining #GoogleCloudBigtable #gcpbigtable ---------𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐎𝐧𝐥𝐢𝐧𝐞 𝐓𝐫𝐚𝐢𝐧𝐢𝐧𝐠 𝐚𝐧𝐝 𝐂𝐞𝐫𝐭𝐢𝐟𝐢𝐜𝐚𝐭𝐢𝐨𝐧--------- 🔵 DevOps Online Training: http://bit.ly/3qqcotZ 🌕 Python Online Training: http://bit.ly/3i7DiDD 🔵 AWS Online Training: http://bit.ly/39EOIv9 🌕 RPA Online Training: http://bit.ly/39t6MrE 🔵 Data Science Online Training: http://bit.ly/3bywuOu 🌕 Big Data Online Training: http://bit.ly/35ADG8L 🔵 Java Online Training: http://bit.ly/35Avwxb 🌕 Selenium Online Training: http://bit.ly/2Ltn4ZE 🔵 PMP Online Training: http://bit.ly/2LMP3mT 🌕 Tableau Online Training: http://bit.ly/38z4oR9 🔵 Microsoft Azure Online Training: https://bit.ly/3wsAhV4 🌕 Power BI Online Training: https://bit.ly/3zq1WHX ---------𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐌𝐚𝐬𝐭𝐞𝐫𝐬 𝐏𝐫𝐨𝐠𝐫𝐚𝐦𝐬--------- 🔵 DevOps Engineer Masters Program: http://bit.ly/2MY1OMc 🌕 Cloud Architect Masters Program: http://bit.ly/2MY1OMc 🔵 Data Scientist Masters Program: http://bit.ly/3qaVZJA 🌕 Big Data Architect Masters Program: http://bit.ly/3qaVZJA 🔵 Machine Learning Engineer Masters Program: http://bit.ly/3bxAhLG 🌕 Business Intelligence Masters Program: http://bit.ly/3byBhiS 🔵 Python Developer Masters Program: http://bit.ly/3nw4Rb2 🌕 RPA Developer Masters Program: http://bit.ly/3nw4Rb2 -------------------------------------------------------------------- About The Course This course will help you pass the Google Cloud Certification Exam for Cloud Architect. The topics mentioned are strictly in line with the official exam guide provided by Google. The course starts with basics of Cloud Computing and as the course progresses you will understand the GCP core infrastructure, how to manage GCP services. This course will also cover how to use command line tools to import data into google cloud storage and run a query for data analysis ---------------------------------------------------------------------- What are the objectives of our GCP Architect Certification Training? After completing this Google Cloud Certification training, you should be able to: · Understand Google Cloud Platform concepts and terminologies · Understand GCP products and services · Learn methods to develop, implement, and deploy solutions · Distinguish between features of similar or related products and technologies · Learn to work with the Compute Engine, Cloud Storage, Cloud SQL and Big Query GCP services · Manage GCP environments using three different methods (Console, App, Command-Line) · Develop knowledge of solution patterns -- methods, technologies, and designs that are used to implement security, scalability, high availability, and other desired qualities · Understand basics of Big Data and Machine Learning services of GCP -------------------- Why should you go for GCP Architect Certification Training? Google Cloud Certifications are the world’s most prestigious certifications. Google Cloud Platform is ranked as the world’s third largest cloud provider. The world-renowned services such as Google Search and Youtube are also hosted on the Google Cloud, which means applications which will be hosted on GCP will share the same world class infrastructure used by other Google products. ------------------------ For more information, Please write back to us at sales@edureka.co or call us at IND: 9606058406 / US: 18338555775 (toll free).

detail
{'title': 'What is Google Bigtable | Cloud Bigtable Architecture | Google Cloud Platform Training | Edureka', 'heatmap': [], 'summary': 'Provides an introduction to google bigtable, highlighting its role in powering major google services, cost-effectiveness, open-source availability, high performance, and various use cases, including its seamless integration with hbase api and 99.999% high availability sla of google cloud bigtable.', 'chapters': [{'end': 275.228, 'segs': [{'end': 33.128, 'src': 'embed', 'start': 7.335, 'weight': 0, 'content': [{'end': 12.458, 'text': "When looking for information on the internet, most of us might turn to Google's internet search engine.", 'start': 7.335, 'duration': 5.123}, {'end': 19.341, 'text': 'The database that powers this search is called Bigtable, and it is also the power behind Gmail, Google Maps,', 'start': 12.998, 'duration': 6.343}, {'end': 21.462, 'text': 'YouTube and many other internet applications.', 'start': 19.341, 'duration': 2.121}, {'end': 23.063, 'text': 'Hello, everyone.', 'start': 22.303, 'duration': 0.76}, {'end': 28.966, 'text': 'This is Dhruv from Edureka, and I welcome you all to this session where I will be talking about Google Bigtable.', 'start': 23.143, 'duration': 5.823}, {'end': 33.128, 'text': "So without any further ado, let's take a look at today's agenda.", 'start': 29.506, 'duration': 3.622}], 'summary': "Google's bigtable powers internet applications like gmail, google maps, and youtube.", 'duration': 25.793, 'max_score': 7.335, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/xEO4_iiBTJo/pics/xEO4_iiBTJo7335.jpg'}, {'end': 148.509, 'src': 'embed', 'start': 119.488, 'weight': 1, 'content': [{'end': 125.733, 'text': 'Google has even claimed that charges on Bigtable would translate to half the cost as compared to competitors.', 'start': 119.488, 'duration': 6.245}, {'end': 130.175, 'text': 'But this might depend on the required configuration among other factors.', 'start': 126.193, 'duration': 3.982}, {'end': 132.577, 'text': 'Second is its open source.', 'start': 131.156, 'duration': 1.421}, {'end': 140.903, 'text': 'So Bigtable is available as open source which is a major advantage as it enriches the kind of comments and contributions it receives over time.', 'start': 132.838, 'duration': 8.065}, {'end': 148.509, 'text': 'Users are then assured a good degree of improvement and addition with an active developer base in the open source context.', 'start': 141.504, 'duration': 7.005}], 'summary': 'Google claims bigtable costs half as much as competitors, open source enriches contributions and improvements.', 'duration': 29.021, 'max_score': 119.488, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/xEO4_iiBTJo/pics/xEO4_iiBTJo119488.jpg'}, {'end': 189.178, 'src': 'embed', 'start': 160.362, 'weight': 3, 'content': [{'end': 166.486, 'text': 'and organizations that already use products like HBase would find it doubly simple to set up Bigtable for their data.', 'start': 160.362, 'duration': 6.124}, {'end': 168.328, 'text': 'Third is high performance.', 'start': 167.207, 'duration': 1.121}, {'end': 175.113, 'text': 'Google is no stranger to high performance requirements and, as Bigtable has already been used internally,', 'start': 169.188, 'duration': 5.925}, {'end': 181.534, 'text': 'There is not much doubt that it can provide the needful to external businesses customers as well.', 'start': 175.831, 'duration': 5.703}, {'end': 189.178, 'text': 'Much of the setup and initial storage calculation is done in an instinctive manner, requiring minimal user inputs,', 'start': 182.134, 'duration': 7.044}], 'summary': 'Bigtable offers simple setup for hbase users and ensures high performance for external customers.', 'duration': 28.816, 'max_score': 160.362, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/xEO4_iiBTJo/pics/xEO4_iiBTJo160362.jpg'}, {'end': 232.489, 'src': 'embed', 'start': 205.663, 'weight': 4, 'content': [{'end': 211.328, 'text': 'The analytics support provided by Google could also be invaluable for the needs of many data-heavy industries.', 'start': 205.663, 'duration': 5.665}, {'end': 214.391, 'text': 'Support is highly secure.', 'start': 212.59, 'duration': 1.801}, {'end': 219.917, 'text': 'With large amounts of data, concerns for data security also escalate just as much.', 'start': 214.772, 'duration': 5.145}, {'end': 228.565, 'text': 'Bigtable offers a replicated storage strategy with algorithms for encryption of data, something that is sure to help allay these concerns.', 'start': 220.477, 'duration': 8.088}, {'end': 232.489, 'text': "Customers can also bank on Google's expertise in the area,", 'start': 229.099, 'duration': 3.39}], 'summary': "Google's analytics support and bigtable's encryption strategies ensure data security for data-heavy industries.", 'duration': 26.826, 'max_score': 205.663, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/xEO4_iiBTJo/pics/xEO4_iiBTJo205663.jpg'}], 'start': 7.335, 'title': 'Introduction to google bigtable and its cost-effective, open-source, high performance', 'summary': 'Provides an introduction to google bigtable, emphasizing its role in powering major google services and covering its key features, architecture, data model, and use cases. it also discusses the cost-effectiveness, open-source availability, high performance, analytics support, and security features, highlighting its lower costs, seamless integration with hbase api, and positive feedback from initial users.', 'chapters': [{'end': 66.657, 'start': 7.335, 'title': 'Introduction to google bigtable', 'summary': "Provides an introduction to google bigtable, highlighting its role as the database powering google's internet search engine, gmail, google maps, and youtube. it outlines the agenda, covering the need for bigtable, its key features, architecture, data model, and use cases.", 'duration': 59.322, 'highlights': ["Bigtable powers Google's internet search engine, Gmail, Google Maps, YouTube, and other internet applications.", 'The session will cover the need for Google Bigtable, its key features, architecture, data model, and use cases.', "The database powering Google's internet search engine is called Bigtable."]}, {'end': 275.228, 'start': 67.158, 'title': 'Google bigtable: cost-effective, open-source, high performance', 'summary': "Discusses why organizations should consider google's bigtable for their database needs, highlighting its lower costs, open-source availability, high performance, analytics support, and security features which have translated to half the cost compared to competitors, seamless integration with hbase api, and positive feedback from initial users such as sunguard and qubit.", 'duration': 208.07, 'highlights': ["Google has claimed that charges on Bigtable would translate to half the cost as compared to competitors. Google's Bigtable offers lower costs compared to competitors, which could translate to significant cost savings for organizations.", 'Bigtable is available as open source, enriching the kind of comments and contributions it receives over time. Bigtable being open source enriches its development and adoption through active contributions and comments, ensuring continuous improvement and adherence to industry standards.', "Google is no stranger to high performance requirements and, as Bigtable has already been used internally, it can provide the needful to external businesses customers as well. Google's expertise in high performance requirements, along with the internal use of Bigtable, ensures its ability to meet the needs of external businesses customers with high performance and minimal user inputs.", "Customers can also bank on Google's expertise in the area, with their long-standing experience of handling the privacy and security of large amounts of data. Bigtable offers highly secure storage with encryption algorithms, leveraging Google's expertise in handling privacy and security of large amounts of data.", "Due to its internal use, customers can also be sure of its continued availability and enhancement. Bigtable's internal use by Google ensures its continued availability, enhancement, and maturity, providing stability and reliability to its users."]}], 'duration': 267.893, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/xEO4_iiBTJo/pics/xEO4_iiBTJo7335.jpg', 'highlights': ["Bigtable powers Google's internet search engine, Gmail, Google Maps, YouTube, and other internet applications.", 'Google has claimed that charges on Bigtable would translate to half the cost as compared to competitors.', 'Bigtable is available as open source, enriching the kind of comments and contributions it receives over time.', "Google's expertise in high performance requirements, along with the internal use of Bigtable, ensures its ability to meet the needs of external businesses customers with high performance and minimal user inputs.", "Bigtable offers highly secure storage with encryption algorithms, leveraging Google's expertise in handling privacy and security of large amounts of data."]}, {'end': 839.584, 'segs': [{'end': 413.074, 'src': 'embed', 'start': 327.784, 'weight': 0, 'content': [{'end': 337.712, 'text': 'So Bigtable is ideal for storing very large amount of data in a key value store and supports high read and write throughput at low latency for fast access to large amounts of data.', 'start': 327.784, 'duration': 9.928}, {'end': 339.533, 'text': 'Throughput scales linearly.', 'start': 338.252, 'duration': 1.281}, {'end': 343.923, 'text': 'You can increase QPS means queries per second by adding Bigtable nodes.', 'start': 339.838, 'duration': 4.085}, {'end': 349.749, 'text': 'Bigtable is built with proven infrastructure that powers Google products used by billions such as search and maps.', 'start': 344.043, 'duration': 5.706}, {'end': 352.673, 'text': 'Second is cluster resizing without downtime.', 'start': 350.49, 'duration': 2.183}, {'end': 357.318, 'text': 'Scale seamlessly from thousands to millions of reads and writes per second.', 'start': 353.574, 'duration': 3.744}, {'end': 363.366, 'text': 'Bigtable throughput can be dynamically adjusted by adding or removing cluster nodes without restarting,', 'start': 357.904, 'duration': 5.462}, {'end': 370.269, 'text': "meaning you can increase the size of a Bigtable cluster for a few hours to handle a large load, then reduce the cluster's size again,", 'start': 363.366, 'duration': 6.903}, {'end': 371.489, 'text': 'all without any downtime.', 'start': 370.269, 'duration': 1.22}, {'end': 375.851, 'text': 'Third is flexible and automated replication to optimize any workload.', 'start': 372.109, 'duration': 3.742}, {'end': 380.852, 'text': 'Write data once and automatically replicate where needed, with eventual consistency,', 'start': 376.171, 'duration': 4.681}, {'end': 384.814, 'text': 'giving you control for high availability and isolation of read and write workloads.', 'start': 380.852, 'duration': 3.962}, {'end': 390.208, 'text': 'No manual steps needed to ensure consistency, repair data or synchronize writes and deletes.', 'start': 385.287, 'duration': 4.921}, {'end': 397.87, 'text': 'Benefit from a high availability SLA of 99.999% for instances with multi-cluster routines across three or more regions.', 'start': 390.748, 'duration': 7.122}, {'end': 401.091, 'text': "Now let's understand the architecture of Cloud Bigtable.", 'start': 398.63, 'duration': 2.461}, {'end': 403.532, 'text': 'So we will understand it step by step.', 'start': 401.651, 'duration': 1.881}, {'end': 413.074, 'text': 'So first of all you can see here like how client requests go through a front-end server and then nodes are organized into a Cloud Bigtable cluster of a Cloud Bigtable instance.', 'start': 403.972, 'duration': 9.102}], 'summary': 'Cloud bigtable: ideal for large data, scales linearly, high availability sla of 99.999%', 'duration': 85.29, 'max_score': 327.784, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/xEO4_iiBTJo/pics/xEO4_iiBTJo327784.jpg'}, {'end': 725.085, 'src': 'embed', 'start': 694.227, 'weight': 6, 'content': [{'end': 699.85, 'text': 'Some that add new base data, some that read the base data and create derived column families,', 'start': 694.227, 'duration': 5.623}, {'end': 707.374, 'text': 'and some that are only allowed to view existing data and possibly not even to view all of the existing families for privacy reasons.', 'start': 699.85, 'duration': 7.524}, {'end': 709.578, 'text': 'Now the third key is timestamps.', 'start': 708.257, 'duration': 1.321}, {'end': 713.319, 'text': 'Each cell in a Bigtable can contain multiple versions of the same data.', 'start': 710.178, 'duration': 3.141}, {'end': 715.5, 'text': 'These versions are indexed by timestamp.', 'start': 713.7, 'duration': 1.8}, {'end': 717.922, 'text': 'Bigtable timestamps are 64-bit integers.', 'start': 715.861, 'duration': 2.061}, {'end': 725.085, 'text': 'They can be assigned by Bigtable in which case they represent real time in microseconds or be explicitly assigned by client applications.', 'start': 718.442, 'duration': 6.643}], 'summary': 'Bigtable handles multiple versions of data with 64-bit timestamps.', 'duration': 30.858, 'max_score': 694.227, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/xEO4_iiBTJo/pics/xEO4_iiBTJo694227.jpg'}, {'end': 803.67, 'src': 'embed', 'start': 777.915, 'weight': 7, 'content': [{'end': 782.537, 'text': 'You can use Google Cloud Bigtable to store and query all of the following types of data.', 'start': 777.915, 'duration': 4.622}, {'end': 786.9, 'text': 'The first is marketing data such as purchase histories and customer preferences.', 'start': 782.858, 'duration': 4.042}, {'end': 792.943, 'text': 'Second is financial data such as transaction histories, stock prices and currency exchange rates.', 'start': 787.52, 'duration': 5.423}, {'end': 798.486, 'text': 'Then Internet of Things data such as usage reports from energy meters and home appliances.', 'start': 793.623, 'duration': 4.863}, {'end': 803.67, 'text': 'Also, the time series data such as CPU and memory usage over time for multiple servers.', 'start': 799.048, 'duration': 4.622}], 'summary': 'Google cloud bigtable can store and query marketing, financial, iot, and time series data.', 'duration': 25.755, 'max_score': 777.915, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/xEO4_iiBTJo/pics/xEO4_iiBTJo777915.jpg'}], 'start': 275.228, 'title': 'Google cloud bigtable', 'summary': 'Discusses the key features and overview of google cloud bigtable, including its ability to store large amounts of data, scale linearly, resize clusters without downtime, and provide flexible and automated replication. it also covers its high availability sla of 99.999%, architecture, data model, and various use cases such as marketing data, financial data, internet of things data, time series data, and graph data.', 'chapters': [{'end': 390.208, 'start': 275.228, 'title': 'Google bigtable: key features', 'summary': 'Discusses the key features of google bigtable, a high throughput key-value database service, including its ability to store large amounts of data, scale linearly, resize clusters without downtime, and provide flexible and automated replication.', 'duration': 114.98, 'highlights': ['Bigtable is ideal for storing very large amount of data in a key value store and supports high read and write throughput at low latency for fast access to large amounts of data. Bigtable is ideal for storing large amounts of data and supports high read and write throughput at low latency.', 'Throughput scales linearly. You can increase QPS means queries per second by adding Bigtable nodes. Throughput scales linearly, allowing an increase in queries per second by adding Bigtable nodes.', 'Scale seamlessly from thousands to millions of reads and writes per second. Bigtable throughput can be dynamically adjusted by adding or removing cluster nodes without restarting. Bigtable allows seamless scaling from thousands to millions of reads and writes per second, with dynamic adjustment of throughput by adding or removing cluster nodes without downtime.', 'Write data once and automatically replicate where needed, with eventual consistency, giving you control for high availability and isolation of read and write workloads. Automatic replication with eventual consistency provides control for high availability and isolation of read and write workloads.']}, {'end': 839.584, 'start': 390.748, 'title': 'Google cloud bigtable overview', 'summary': 'Discusses the architecture, data model, and use cases of google cloud bigtable, emphasizing features such as high availability sla of 99.999%, the architecture of cloud bigtable, the data model of bigtable, including row keys, column families, and timestamps, and use cases for cloud bigtable such as marketing data, financial data, internet of things data, time series data, and graph data.', 'duration': 448.836, 'highlights': ['Cloud Bigtable offers a high availability SLA of 99.999% for instances with multi-cluster routines across three or more regions.', "The architecture of Cloud Bigtable involves client requests going through a front-end server, nodes organized into a Cloud Bigtable cluster, and tablets stored on Colossus Google's file system in sstable format.", "Google Bigtable's data model includes row keys, column families, and timestamps, with row keys being up to 64 KB in size and column families forming the basic unit of access control.", 'Cloud Bigtable can be used to store and query various types of data including marketing data, financial data, Internet of Things data, time series data, and graph data.']}], 'duration': 564.356, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/xEO4_iiBTJo/pics/xEO4_iiBTJo275228.jpg', 'highlights': ['Bigtable supports high read and write throughput at low latency for fast access to large amounts of data.', 'Throughput scales linearly, allowing an increase in queries per second by adding Bigtable nodes.', 'Bigtable allows seamless scaling from thousands to millions of reads and writes per second, with dynamic adjustment of throughput by adding or removing cluster nodes without downtime.', 'Automatic replication with eventual consistency provides control for high availability and isolation of read and write workloads.', 'Cloud Bigtable offers a high availability SLA of 99.999% for instances with multi-cluster routines across three or more regions.', "The architecture of Cloud Bigtable involves client requests going through a front-end server, nodes organized into a Cloud Bigtable cluster, and tablets stored on Colossus Google's file system in sstable format.", "Google Bigtable's data model includes row keys, column families, and timestamps, with row keys being up to 64 KB in size and column families forming the basic unit of access control.", 'Cloud Bigtable can be used to store and query various types of data including marketing data, financial data, Internet of Things data, time series data, and graph data.']}], 'highlights': ["Bigtable powers Google's internet search engine, Gmail, Google Maps, YouTube, and other internet applications.", 'Google has claimed that charges on Bigtable would translate to half the cost as compared to competitors.', 'Bigtable is available as open source, enriching the kind of comments and contributions it receives over time.', "Bigtable offers highly secure storage with encryption algorithms, leveraging Google's expertise in handling privacy and security of large amounts of data.", 'Bigtable supports high read and write throughput at low latency for fast access to large amounts of data.', 'Throughput scales linearly, allowing an increase in queries per second by adding Bigtable nodes.', 'Bigtable allows seamless scaling from thousands to millions of reads and writes per second, with dynamic adjustment of throughput by adding or removing cluster nodes without downtime.', 'Automatic replication with eventual consistency provides control for high availability and isolation of read and write workloads.', 'Cloud Bigtable offers a high availability SLA of 99.999% for instances with multi-cluster routines across three or more regions.', 'Cloud Bigtable can be used to store and query various types of data including marketing data, financial data, Internet of Things data, time series data, and graph data.']}