عنوان

Encyclopedia of big data technologies /

شابک

3319775251

شابک

331977526X

شابک

9783319775258

شابک

9783319775265

شابک اشتباه

3319775243

شابک اشتباه

9783319775241

عنوان اصلي

Encyclopedia of big data technologies /

نام عام مواد

[Book]

نام نخستين پديدآور

Sherif Sakr, Albert Y. Zomaya, editors.

وضعيت ويراست

[2019 edition]

محل نشرو پخش و غیره

Cham, Switzerland :

نام ناشر، پخش کننده و غيره

Springer,

تاریخ نشرو بخش و غیره

[2019]

نام خاص و کميت اثر

1 online resource (2 volumes (xlvi, 1820 pages)) :

ساير جزييات

illustrations (black and white, and colour)

عنوان فروست

Springer reference

متن يادداشت

Includes bibliographical references.

متن يادداشت

Intro; Preface; List of Topics; Big Data Integration; Big SQL; Big Spatial Data Management; Big Semantic Data Processing; Big Data Analysis; Big Data Programming Models; Big Data on Modern Hardware Systems; Big Data Applications; Enabling Big Data Technologies; Big Data Transaction Processing; Distributed Systems for Big Data; Big Data Security and Privacy; Business Process Analytics; Big Data Benchmarking; Graph data management and analytics; Data Compression; Big Stream Processing; About the Editors; About the Section Editors; List of Contributors; A

متن يادداشت

Achieving Low Latency Transactions for Geo-replicated Storage with BlotterSynonyms; Definitions; Overview; Key Research Findings; Non-monotonic Snapshot Isolation; Snapshot Isolation Revisited; Specification of NMSI; The Benefits of NMSI in Replicated Settings; Impact of NMSI for Applications; Blotter Protocols; System Model; Blotter Architecture; Single Data Center Protocol; Geo-Replication; Examples of Applications; Future Directions of Research; References; ACID Properties in MMOGs; Active Disk; Active Storage; Synonyms; Overview; Key Research Findings; Storage

متن يادداشت

Cross-ReferencesReferences; Recommended Reading; Apache Hadoop; Apache Kafka; Definitions; Overview; Kafka Brokers; Log Compaction; Scaling and Load Balancing; Fault Tolerance and High Availability; Message Delivery; Delivery Semantics; Writing to Kafka; Reading from Kafka; Kafka Connect Framework; Single-Message Transforms; Kafka Streams; Streams and Tables; State Management; Fault Tolerance and Scaling; Time Semantics; Exactly Once Processing Semantics; Summary; Cross-References; References; Apache Mahout; Definitions; Historical Background; Foundations; Overview of Architecture

متن يادداشت

Memory: Processing-In-Memory (PIM)Active Network; Cross-References; References; Ad Hoc Benchmark; Ad Hoc Query Processing; Adaptive Partitioning; Adaptive Windowing; Synonyms; Definitions; Context; Methods; Examples of Application; Future Research; Cross-References; References; Advancements in YARN Resource Manager; Synonyms; Definitions; Overview; YARN Architecture; Resource Utilization; Cluster Scalability; Long-Running Services; Jobs with SLOs; Further Improvements; Conclusion; Cross-References; References; ADWIN Algorithm; Alignment Creation; Analytics Benchmarks; Synonyms; Definitions

متن يادداشت

OverviewHistorical Background; OLTP and DSS/OLAP; TPC; SPEC; STAC; Big Data Technologies; Big Data Analytics Benchmarks; Foundations; Key Applications; Cross-References; References; Apache Apex; Introduction; Application Model and APIs; Operators; Checkpointing; High Availability; Resource Management; Partitioning/Scaling; Partitioners; Unifiers; Parallel Partitioning; Dynamic Partitioning; Integration Using Apex Library; Conclusion; References; Apache Flink; Synonyms; Definitions; Overview; Historical Background; Foundations; Time Handling; State and Fault Tolerance; Key Applications

بدون عنوان

0

بدون عنوان

8

بدون عنوان

8

بدون عنوان

8

بدون عنوان

8

متن يادداشت

The Encyclopedia of Big Data Technologies provides researchers, educators, students and industry professionals with a comprehensive authority over the most relevant Big Data Technology concepts. With over 250 articles written by worldwide subject matter experts from both industry and academia, the encyclopedia covers topics such as big data storage systems, NoSQL database, cloud computing, distributed systems, data processing, data management, machine learning and social technologies, data science. Each peer-reviewed, highly structured entry provides the reader with basic terminology, subject overviews, key research results, application examples, future directions, cross references and a bibliography. The entries are expository and tutorial, making this reference a practical resource for students, academics, or professionals. In addition, the distinguished, international editorial board of the encyclopedia consists of well-respected scholars, each developing topics based upon their expertise.

عنوان

Encyclopedia of big data technologies.

شماره استاندارد بين المللي کتاب و موسيقي

9783319775241

موضوع مستند نشده

Big data, Encyclopedias.

موضوع مستند نشده

Big data.

موضوع مستند نشده

COM021000

موضوع مستند نشده

UN

موضوع مستند نشده

UN

شماره

ويراست

شماره رده

نشانه اثر

مستند نام اشخاص تاييد نشده

Sakr, Sherif,1979-

مستند نام اشخاص تاييد نشده

Zomaya, Albert Y.

تاريخ عمليات

20200823112223.0

قواعد فهرست نويسي ( بخش توصيفي )

pn

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y