Learning Spark: lightning-fast data analytics
Gespeichert in:
| Hauptverfasser: | , , , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Beijing ; Boston ; Farnham ; Sebastopol ; Tokyo
O'Reilly
July 2020
|
| Ausgabe: | second edition |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | Auf dem Umschlag: Covers Apache Spark 3.0 |
| Beschreibung: | xxi, 373 Seiten Illustrationen, Diagramme |
| ISBN: | 9781492050049 |
Internformat
MARC
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| 084 | |a ST 250 |0 (DE-625)143626: |2 rvk | ||
| 100 | 1 | |a Damji, Jules S. |e Verfasser |4 aut | |
| 245 | 1 | 0 | |a Learning Spark |b lightning-fast data analytics |c Jules S. Damji, Brooke Wenig, Tathagata Das, and Denny Lee |
| 250 | |a second edition | ||
| 264 | 1 | |a Beijing ; Boston ; Farnham ; Sebastopol ; Tokyo |b O'Reilly |c July 2020 | |
| 300 | |a xxi, 373 Seiten |b Illustrationen, Diagramme | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 500 | |a Auf dem Umschlag: Covers Apache Spark 3.0 | ||
| 650 | 4 | |a bisacsh / COMPUTERS / Data Science / General | |
| 650 | 4 | |a bisacsh / COMPUTERS / Business & Productivity Software / General | |
| 650 | 4 | |a bisacsh / COMPUTERS / Languages / Java | |
| 650 | 4 | |a bisacsh / COMPUTERS / Programming / Open Source | |
| 650 | 4 | |a bisacsh / COMPUTERS / Software Development & Engineering / General | |
| 650 | 4 | |a bisacsh / COMPUTERS / Mathematical & Statistical Software | |
| 650 | 4 | |a bisacsh / MATHEMATICS / Mathematical Analysis | |
| 650 | 4 | |a bisacsh / MATHEMATICS / Complex Analysis | |
| 650 | 4 | |a Big data | |
| 650 | 4 | |a Data mining - Computer programs | |
| 650 | 0 | 7 | |a Big Data |0 (DE-588)4802620-7 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Apache Spark |0 (DE-588)1129113116 |2 gnd |9 rswk-swf |
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| 999 | |a oai:aleph.bib-bvb.de:BVB01-032258838 | ||
Datensatz im Suchindex
| _version_ | 1804181682700419072 |
|---|---|
| adam_text | TABLE
OF
CONTENTS
ACKNOWLEDGEMENTS
I
TABLE
OF
CONTENTS
ILL
ZUSAMMENFASSUNG...........................................................
V
SUMMARY
.........................................................................................
VII
1
INTRODUCTION
1
1.1
INDUSTRIAL
BIOTECHNOLOGY
FOR
A
NEW
BIOECONOMY
2
1.2
PHOTOAUTOTROPHIC
MICROORGANISMS
FOR
THE
PRODUCTION
OF
CHEMICALS
3
1.3
BIOPROCESS
DEVELOPMENT
UTILIZING
PMCFS
5
1.3.1
PATHWAY
ENGINEERING
PRINCIPLES
..........................................................
5
1.3.2.
REACTION
ENGINEERING
FOR
PMCFS
14
1.3.3.
PROCESS
ENGINEERING
16
1.3.4.
BIOFILMS
FOR
WHITE
BIOTECHNOLOGY
19
1.4
SUMMARY
22
1.5
SCOPE
OF
THIS
THESIS
23
2
MATERIALS
AND
METHODS
25
2.1
CHEMICALS
AND
REAGENTS
26
2.2
CULTIVATION
OF
STRAINS
26
2.3
CULTIVATION
DURING
13
CO2-LABELING
EXPERIMENTS
28
2.4
BIOREACTOR
CULTIVATION
29
2.5
BIOFILM
CULTIVATION
29
2.6
CONSTRUCTION
OF
THE
1,2-PROPANEDIOL
PATHWAY
31
2.7
CONSTRUCTION
OF
THE
GLGC
KNOCKOUT
IN
SYNECHOCYSTIS
33
2.8
GROWTH
DETERMINATION
AND
LIGHT
QUANTIFICATION
33
2.9
DETERMINATION
OF
GLYCOGEN
AND
POLYHYDROXYBUTYRATE
CONTENT
34
2.10
DETERMINATION
OF
1,2-PROPANEDIOL,
ACETOL,
METHYLGLYOXAL,
NITRATE,
AND
PHOSPHATE
35
2.11
GC-MS
ANALYSIS
35
2.12
MASS
SPECTROMETRIC
DETECTION
AND
QUANTIFICATION
OF
PROTEINS
36
2.13
NORTHERN
BLOT
37
2.14
CONFOCAL
LASER
SCANNING
MICROSCOPY
AND
RESPECTIVE
DATA
ANALYSIS
37
3
RESULTS
39
3.1
CATALYST
DEVELOPMENT
............................................
40
3.2
WHOLE
CELL
CATALYST
CHARACTERIZATION
......................................
42
ILL
3.3
INFLUENCE
OF
THE
KEY
SUBSTRATES
LIGHT
AND
CARBON
DIOXIDE
ON
GROWTH
AND
PRODUCTIVITY
OF
SYNECHOCYSTIS
PG
......................................................................................
52
3.4
IMPACT
OF
STORAGE
COMPOUNDS
GLYCOGEN
AND
PHB
IN
THE
PHOTOAUTOTROPHIC
PRODUCTION
OF
1,2-PROPANEDIOL
WITH
SYNECHOCYSTIS
PG
.....................................................
63
3.5
ESTABLISHING
PHOTOAUTOTROPHIC
1,2-PROPANEDIOL
PRODUCTION
ON
THE
2-3
L
SCALE
...............
71
3.6
CYANOBACTERIAL
BIOFILM
CHARACTERIZATION
...........................................................................
83
4
DISCUSSION
............................................................................................................................................
99
5
CONCLUSIONS
AND
OUTLOOK
..................................................................................................................
117
6
REFERENCES
.........................................................................................................................................123
7
APPENDIX
............................................................................................................................................
133
7.1
LIST
OF
ABBREVIATIONS
.......................................................................................................
134
7.2
LIST
OF
SYMBOLS
.
................................................................................................
136
7.3
LIST
OF
FIGURES
...................................................................................................................
138
7.4
LIST
OF
TABLES
....................................................................................................................
141
7.5
ADDITIONAL
FIGURES
AND
TABLES
..........................................................................................
143
7.6
LIST
OF
PUBLICATIONS
..........................................................................................................
147
7.7.1
PEER-REVIEWED
ARTICLES
.............................................................................................
147
7.7.2
ORAL
PRESENTATIONS
..................................................................................................
147
7.7.3
POSTER
.........................................................................................
147
7.7
CURRICULUM
VITAE
.............................................................................................................
149
IV
|
| adam_txt |
TABLE
OF
CONTENTS
ACKNOWLEDGEMENTS
I
TABLE
OF
CONTENTS
ILL
ZUSAMMENFASSUNG.
V
SUMMARY
.
VII
1
INTRODUCTION
1
1.1
INDUSTRIAL
BIOTECHNOLOGY
FOR
A
NEW
BIOECONOMY
2
1.2
PHOTOAUTOTROPHIC
MICROORGANISMS
FOR
THE
PRODUCTION
OF
CHEMICALS
3
1.3
BIOPROCESS
DEVELOPMENT
UTILIZING
PMCFS
5
1.3.1
PATHWAY
ENGINEERING
PRINCIPLES
.
5
1.3.2.
REACTION
ENGINEERING
FOR
PMCFS
14
1.3.3.
PROCESS
ENGINEERING
16
1.3.4.
BIOFILMS
FOR
WHITE
BIOTECHNOLOGY
19
1.4
SUMMARY
22
1.5
SCOPE
OF
THIS
THESIS
23
2
MATERIALS
AND
METHODS
25
2.1
CHEMICALS
AND
REAGENTS
26
2.2
CULTIVATION
OF
STRAINS
26
2.3
CULTIVATION
DURING
13
CO2-LABELING
EXPERIMENTS
28
2.4
BIOREACTOR
CULTIVATION
29
2.5
BIOFILM
CULTIVATION
29
2.6
CONSTRUCTION
OF
THE
1,2-PROPANEDIOL
PATHWAY
31
2.7
CONSTRUCTION
OF
THE
GLGC
KNOCKOUT
IN
SYNECHOCYSTIS
33
2.8
GROWTH
DETERMINATION
AND
LIGHT
QUANTIFICATION
33
2.9
DETERMINATION
OF
GLYCOGEN
AND
POLYHYDROXYBUTYRATE
CONTENT
34
2.10
DETERMINATION
OF
1,2-PROPANEDIOL,
ACETOL,
METHYLGLYOXAL,
NITRATE,
AND
PHOSPHATE
35
2.11
GC-MS
ANALYSIS
35
2.12
MASS
SPECTROMETRIC
DETECTION
AND
QUANTIFICATION
OF
PROTEINS
36
2.13
NORTHERN
BLOT
37
2.14
CONFOCAL
LASER
SCANNING
MICROSCOPY
AND
RESPECTIVE
DATA
ANALYSIS
37
3
RESULTS
39
3.1
CATALYST
DEVELOPMENT
.
40
3.2
WHOLE
CELL
CATALYST
CHARACTERIZATION
.
42
ILL
3.3
INFLUENCE
OF
THE
KEY
SUBSTRATES
LIGHT
AND
CARBON
DIOXIDE
ON
GROWTH
AND
PRODUCTIVITY
OF
SYNECHOCYSTIS
PG
.
52
3.4
IMPACT
OF
STORAGE
COMPOUNDS
GLYCOGEN
AND
PHB
IN
THE
PHOTOAUTOTROPHIC
PRODUCTION
OF
1,2-PROPANEDIOL
WITH
SYNECHOCYSTIS
PG
.
63
3.5
ESTABLISHING
PHOTOAUTOTROPHIC
1,2-PROPANEDIOL
PRODUCTION
ON
THE
2-3
L
SCALE
.
71
3.6
CYANOBACTERIAL
BIOFILM
CHARACTERIZATION
.
83
4
DISCUSSION
.
99
5
CONCLUSIONS
AND
OUTLOOK
.
117
6
REFERENCES
.123
7
APPENDIX
.
133
7.1
LIST
OF
ABBREVIATIONS
.
134
7.2
LIST
OF
SYMBOLS
.'
.
136
7.3
LIST
OF
FIGURES
.
138
7.4
LIST
OF
TABLES
.
141
7.5
ADDITIONAL
FIGURES
AND
TABLES
.
143
7.6
LIST
OF
PUBLICATIONS
.
147
7.7.1
PEER-REVIEWED
ARTICLES
.
147
7.7.2
ORAL
PRESENTATIONS
.
147
7.7.3
POSTER
.
147
7.7
CURRICULUM
VITAE
.
149
IV |
| any_adam_object | 1 |
| any_adam_object_boolean | 1 |
| author | Damji, Jules S. Wenig, Brooke Das, Tathagata Lee, Denny |
| author_GND | (DE-588)1082133809 |
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| discipline_str_mv | Informatik |
| edition | second edition |
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| id | DE-604.BV046849997 |
| illustrated | Illustrated |
| index_date | 2024-07-03T15:09:42Z |
| indexdate | 2024-07-10T08:55:32Z |
| institution | BVB |
| isbn | 9781492050049 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-032258838 |
| oclc_num | 1193289688 |
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| owner_facet | DE-29T DE-83 DE-703 DE-M347 DE-859 DE-898 DE-BY-UBR DE-858 |
| physical | xxi, 373 Seiten Illustrationen, Diagramme |
| publishDate | 2020 |
| publishDateSearch | 2020 |
| publishDateSort | 2020 |
| publisher | O'Reilly |
| record_format | marc |
| spelling | Damji, Jules S. Verfasser aut Learning Spark lightning-fast data analytics Jules S. Damji, Brooke Wenig, Tathagata Das, and Denny Lee second edition Beijing ; Boston ; Farnham ; Sebastopol ; Tokyo O'Reilly July 2020 xxi, 373 Seiten Illustrationen, Diagramme txt rdacontent n rdamedia nc rdacarrier Auf dem Umschlag: Covers Apache Spark 3.0 bisacsh / COMPUTERS / Data Science / General bisacsh / COMPUTERS / Business & Productivity Software / General bisacsh / COMPUTERS / Languages / Java bisacsh / COMPUTERS / Programming / Open Source bisacsh / COMPUTERS / Software Development & Engineering / General bisacsh / COMPUTERS / Mathematical & Statistical Software bisacsh / MATHEMATICS / Mathematical Analysis bisacsh / MATHEMATICS / Complex Analysis Big data Data mining - Computer programs Big Data (DE-588)4802620-7 gnd rswk-swf Apache Spark (DE-588)1129113116 gnd rswk-swf Apache Spark (DE-588)1129113116 s Big Data (DE-588)4802620-7 s DE-604 Wenig, Brooke Verfasser aut Das, Tathagata Verfasser aut Lee, Denny Verfasser (DE-588)1082133809 aut DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=032258838&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Damji, Jules S. Wenig, Brooke Das, Tathagata Lee, Denny Learning Spark lightning-fast data analytics bisacsh / COMPUTERS / Data Science / General bisacsh / COMPUTERS / Business & Productivity Software / General bisacsh / COMPUTERS / Languages / Java bisacsh / COMPUTERS / Programming / Open Source bisacsh / COMPUTERS / Software Development & Engineering / General bisacsh / COMPUTERS / Mathematical & Statistical Software bisacsh / MATHEMATICS / Mathematical Analysis bisacsh / MATHEMATICS / Complex Analysis Big data Data mining - Computer programs Big Data (DE-588)4802620-7 gnd Apache Spark (DE-588)1129113116 gnd |
| subject_GND | (DE-588)4802620-7 (DE-588)1129113116 |
| title | Learning Spark lightning-fast data analytics |
| title_auth | Learning Spark lightning-fast data analytics |
| title_exact_search | Learning Spark lightning-fast data analytics |
| title_exact_search_txtP | Learning Spark lightning-fast data analytics |
| title_full | Learning Spark lightning-fast data analytics Jules S. Damji, Brooke Wenig, Tathagata Das, and Denny Lee |
| title_fullStr | Learning Spark lightning-fast data analytics Jules S. Damji, Brooke Wenig, Tathagata Das, and Denny Lee |
| title_full_unstemmed | Learning Spark lightning-fast data analytics Jules S. Damji, Brooke Wenig, Tathagata Das, and Denny Lee |
| title_short | Learning Spark |
| title_sort | learning spark lightning fast data analytics |
| title_sub | lightning-fast data analytics |
| topic | bisacsh / COMPUTERS / Data Science / General bisacsh / COMPUTERS / Business & Productivity Software / General bisacsh / COMPUTERS / Languages / Java bisacsh / COMPUTERS / Programming / Open Source bisacsh / COMPUTERS / Software Development & Engineering / General bisacsh / COMPUTERS / Mathematical & Statistical Software bisacsh / MATHEMATICS / Mathematical Analysis bisacsh / MATHEMATICS / Complex Analysis Big data Data mining - Computer programs Big Data (DE-588)4802620-7 gnd Apache Spark (DE-588)1129113116 gnd |
| topic_facet | bisacsh / COMPUTERS / Data Science / General bisacsh / COMPUTERS / Business & Productivity Software / General bisacsh / COMPUTERS / Languages / Java bisacsh / COMPUTERS / Programming / Open Source bisacsh / COMPUTERS / Software Development & Engineering / General bisacsh / COMPUTERS / Mathematical & Statistical Software bisacsh / MATHEMATICS / Mathematical Analysis bisacsh / MATHEMATICS / Complex Analysis Big data Data mining - Computer programs Big Data Apache Spark |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=032258838&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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