Marilyn WaldmanMarilyn Waldman
Software EngineerSoftware EngineerBoulder, Colorado
@mdwaldman
From Fort Lewis College to Big Data
Where do you fit into thelandscape of computing?
My journeyHistory of ComputingSpark Streaming
- Mapping the Brain at ScaleReading, Writing and Computation whereComputation is Math + Computing Skill
Demonstration
1973-19771973-1977
Chemistry
Introduction to ChemistyOrganic ChemistryPhysical ChemistryAdvanced Organic Chemistry
Math
Pre-CalculusCalculusDifferential EquationsProbability and StatisticsAbstact Algebra
Fort Lewis College Biology
Introduction to BiologyA&PBiochemistry
General Courses
WritingHistorySpanishPsychology
Department of Computer Science
Dr. Andrzej EhrenfeuchtDr. Andrzej Ehrenfeucht
Dr. Eugene Myers Dr. David Haussler Dr. Gary Stormo
1980 - 19831980 - 1983
Course of Study at CU
Prerequisites
Linear AlgebraFinite MathematicsProgrammingLanguagesAlgorithms and DataStructure
Course Work
Operating SystemsNumerical AnalysisOperations ResearchProgramming LanguagesAutomata Theory
Field of Study -Distributed Programming
Introduction to Big Datawith Apache Spark
70,000 enrolled10,000 passed
Scalable Machine Learning
50,000 enrolled7,000 passed
- WWII
Father of computingBroke the codeTuring MachineAutomata Theory
AlanTuring
Enigma
: Redline credit
- Dennis Ritchie and Ken Thompson, June 1972
"...the number of UNIX installations has grown to 10, with more expected..."
UNIX - 1969
Administration
Professor Evi Nemeth - Godmother of Unix System
1974 - Intel Releases the 8080 processor
Personal ComputerBeginning of PC and commodityhardware Ed Roberts - Father of the PC
..."most of you steal your
software"
Bill Gates quotes
1973 Robert Metcalfedevised the Ethernet Network AdministrationBasedon - ALOHAnet Norman M.Abramson
Credit: Watch the video
1980 - University of Colorado
proposes that DNA is a four letter alphabetDr. David Haussler and Eugene Myers compete on the HumanGenome Project - 1990 to 2003
Dr. Andrzej Ehrenfeucht
HINT: No Internet, no formal databases, no Iphones, no IPads, no PCs
d3 demo
1990 - The World Wide Internet
HTTP (HyperText Transfer Protocol)URL (Uniform Resource Locator) HTML(HyperText Markup Language)
AWSHPIBMOracle
Big Data Applications
Real-time - IOT, StreamingMachine Learning - Data Analytics
Ted DunningA New Look at Anomaly Detection
Spark Micro Batch
Event Driven: Storm, Samza
Real-time Analytics at Pinterest
Floating SensorsFrom Berkeley
Co-Aerial-Ecologist: Robotic WaterSampling and Sensing in the Wild
Can Spark Streaming survive ChaosMonkey?
@CodeNeuro
BringingBringingNeuroscience andNeuroscience and
Data ScienceData ScienceTogetherTogether
Click Here
The EndThe End
Thank you
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