Spark : (Record no. 208700)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 03739cam a2200397Ka 4500 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781119254805 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 1119254809 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781119254041 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 1119254043 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781119254058 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 1119254051 |
| 040 ## - CATALOGING SOURCE | |
| Transcribing agency | CUS |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Ganelin, Ilya. |
| 245 10 - TITLE STATEMENT | |
| Title | Spark : |
| Sub title | big data cluster computing in production / |
| Statement of responsibility, etc. | Ilya Ganelin [and others]. |
| 260 #1 - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc. | Indianapolis, IN : |
| Name of publisher, distributor, etc. | Wiley, |
| Date of publication, distribution, etc. | [2016] |
| 260 #4 - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Date of publication, distribution, etc. | ©2016 |
| 300 ## - DESCRIPTION | |
| Extent | 1 online resource (219 pages) |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Spark"!Big Data Cluster Computing in Production; About the Authors; About the Technical Editors; Credits; Acknowledgments; Contents at a glance; Contents; Introduction; Chapter 1 Finishing Your Spark Job; Installation of the Necessary Components; Native Installation Using a Spark Standalone Cluster; The History of Distributed Computing That Led to Spark; Enter the Cloud; Understanding Resource Management; Using Various Formats for Storage; Text Files; Sequence Files; Avro Files; Parquet Files; Making Sense of Monitoring and Instrumentation; Spark UI; Spark Standalone UI; Metrics REST API. |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Metrics SystemExternal Monitoring Tools; Summary; Chapter 2 Cluster Management; Background; Spark Components; Driver; Workers and Executors; Configuration; Spark Standalone; Architecture; Single-Node Setup Scenario; Multi-Node Setup; YARN; Architecture; Dynamic Resource Allocation; Scenario; Mesos; Setup; Architecture; Dynamic Resource Allocation; Basic Setup Scenario; Comparison; Summary; Chapter 3 Performance Tuning; Spark Execution Model; Partitioning; Controlling Parallelism; Partitioners; Shuffling Data; Shuffling and Data Partitioning; Operators and Shuffling. |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Shuffling Is Not That Bad After AllSerialization; Kryo Registrators; Spark Cache; Spark SQL Cache; Memory Management; Garbage Collection; Shared Variables; Broadcast Variables; Accumulators; Data Locality; Summary; Chapter 4 Security; Architecture; Security Manager; Setup Configurations; ACL; Configuration; Job Submission; Web UI; Network Security; Encryption; Event logging; Kerberos; Apache Sentry; Summary; Chapter 5 Fault Tolerance or Job Execution; Lifecycle of a Spark Job; Spark Master; Spark Driver; Spark Worker; Job Lifecycle; Job Scheduling; Scheduling within an Application. |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Scheduling with External UtilitiesFault Tolerance; Internal and External Fault Tolerance; Service Level Agreements (SLAs); Resilient Distributed Datasets (RDDs); Batch versus Streaming; Testing Strategies; Recommended Configurations; Summary; Chapter 6 Beyond Spark; Data Warehousing; Spark SQL CLI; Thrift JDBC/ODBC Server; Hive on Spark; Machine Learning; DataFrame; MLlib and ML; Mahout on Spark; Hivemall on Spark; External Frameworks; Spark Package; XGBoost; spark-jobserver; Future Works; Integration with the Parameter Server; Deep Learning; Enterprise Usage. |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Collecting User Activity Log with Spark and KafkaReal-Time Recommendation with Spark; Real-Time Categorization of Twitter Bots; Summary; Index; EULA. |
| 650 #0 - SUBJECT | |
| Keyword | Big data. |
| 650 #7 - SUBJECT | |
| Keyword | COMPUTERS |
| 650 #7 - SUBJECT | |
| Keyword | Big data. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Orhian, Ema. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Sasaki, Kai. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | York, Brennon. |
| 856 40 - ONLINE RESOURCES | |
| url | https://doi.org/10.1002/9781119254805 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | e-Books |
| Home library | Current library | Accession number | Koha item type |
|---|---|---|---|
| Central Library, Sikkim University | Central Library, Sikkim University | E-2776 | e-Books |