As organizations struggle to keep pace with the rapidly evolving technology, three trends are emerging within big data analytics that empower organizations to handle the volume, velocity, and location aspects of data so they can use it strategically.
3 Ways Big Data Analytics is Transforming Organizations
1. BIG DATA ANALYTICS
I S T R A N S F O R M I N G O R G A N I Z A T I O N S
3 W A Y S
2. O r g a n i z a t i o n s a r e n o l o n g e r c o n t e n t w a i t i n g u n t i l t o m o r r o w
t o k n o w w h a t h a p p e n e d t w o m i n u t e s a g o , n o r c a n t h e y
a f f o r d t o w a i t . M a n y o p e r a t i o n a l a n d m i s s i o n - c r i t i c a l
d e c i s i o n s r e l y o n h o w f a s t a n d a c c u r a t e l y t h e y c a n a n a l y z e
t h e g r o w i n g a m o u n t o f d a t a s t r e a m i n g i n t o t h e
o r g a n i z a t i o n . A s t h e a r c h i t e c t u r a l l a n d s c a p e b e c o m e s m o r e
c o m p l e x , b i g d a t a a n a l y t i c s p r o f e s s i o n a l s m u s t f i n d a w a y
t o w r e s t l e i n s i g h t s f r o m i n c o m p a t i b l e s y s t e m s , d e s p i t e t h e
i n c o n s i s t e n c y o f d a t a .
3. G r a p h i c s p r o c e s s i n g u n i t s ( G P U s ) , i n
c o m b i n a t i o n w i t h t r a d i t i o n a l C P U a r c h i t e c t u r e s ,
a r e n o w a c c e l e r a t i n g a n e w b r e e d o f h i g h -
p e r f o r m a n c e d a t a b a s e e n g i n e s a n d v i s u a l
a n a l y t i c s s y s t e m s . T h e s e G P U - b a s e d s o l u t i o n s
e n a b l e m a s s i v e p a r a l l e l p r o c e s s i n g , a n d c a n
c o m p l e t e a q u e r y i n m i l l i s e c o n d s t h a t w o u l d
t a k e h o u r s o n a l e g a c y p l a t f o r m
GPUS TO HANDLE BIG
DATA VOLUME AND VELOCITY
4. G e o s p a t i a l a n a l y t i c s i s d i f f i c u l t a t s c a l e , b e c a u s e t h e y
o c c u r i n t w o o r t h r e e d i m e n s i o n s a n d a r e c o m p u t e
i n t e n s i v e . V i s u a l i z i n g g e o s p a t i a l d a t a w i t h g r a n u l a r
d e t a i l c a n o v e r w h e l m b o t h a n a l y t i c s s e r v e r s a n d t h e
n e t w o r k c o n n e c t i o n s b e t w e e n s e r v e r a n d c l i e n t .
T r a d i t i o n a l G I S p l a t f o r m s c a n ’ t h a n d l e t h e m a i n s t r e a m
a n a l y t i c s c o m p o n e n t s , a n d t r a d i t i o n a l B I p l a t f o r m s c a n ’ t
h a n d l e t h e l i g h t w e i g h t g e o s p a t i a l a n a l y t i c s n e e d e d ;
n e i t h e r i s f a s t e n o u g h t o b e i n t e r a c t i v e a t s c a l e .
THE INCREASING IMPORTANCE
OF LOCATION INSIGHTS
5. T h e t r e n d i s t o w a r d p r o v i d i n g u s e r s w i t h a n
e x t r e m e a n a l y t i c s e x p e r i e n c e , o n e w i t h z e r o
d i s c e r n i b l e l a t e n c y w h e n i n t e r a c t i n g w i t h t h e
d a t a . U s e r s s t a r t t o l o v e d o i n g a n a l y t i c s a g a i n ,
a n d t h e o r g a n i z a t i o n b e n e f i t s b y m o v i n g t o w a r d
a c o n t i n u o u s a n a l y s i s m o d e , v e r s u s o n e w i t h
d a i l y , w e e k l y o r m o n t h l y a n a l y s i s c y c l e s .
OPERATIONAL AGILITY
6. F a c e b o o k / T y r o n e S y s t e m s
T w i t t e r / T y r o n e S y s t e m s
b l o g . t y r o n e s y s t e m s . c o m
THANKS!