Tabula Roa Systems Definition - Real-Time Analytics

real-time analytics Real-time analytics is the use of, or the capacity to use, data and related resources as soon as the data enters the system. The adjective real-time refers to a level of computer responsiveness that a user senses as immediate or nearly immediate. The term is often associated with streaming data architectures and real-time operational decisions that can be made automatically through robotic process automation (RPA) and policy enforcement.  Real-time analytics software has three basic components -- an aggregator that gathers data event streams (and perhaps batch files) from a variety of data sources, a broker that makes data available for consumption and an analytics engine that analyzes the data, correlates values and blends streams together. The system that receives and sends data streams and executes the application and real-time analytics logic is called the stream processor. Real-time analytics often takes place the edge of the network to ensure that data analysis is done as close to where the data originated as possible. In addition to edge computing, other technologies that support real-time analytics include:   Processing in memory (PIM) -- a chip architecture in which the processor is integrated into a memory chip to reduce latency. In-database analytics -- a technology that allows data processing to be conducted within the database by building analytic logic into the database itself. Data warehouse appliances -- combines hardware and software products designed specifically for analytical processing. In-memory analytics -- an approach to querying data when it resides in random access memory (RAM), as opposed to querying data that is stored on physical disks. Massively parallel programming (MPP) -- the coordinated processing of a program by multiple processors that work on different parts of the program, with each processor using its own operating system and memory.

April is the official month for:

• From thebalancecareers.com

The following events, industries, causes and emotions (yes, emotions) are observed all month long in April unless otherwise indicated. Even cannabis (fast becoming legalized), Florida tomatoes, celery, and soft pretzels are honored, beginning April 1 through April 30—every year. 

• African-American Women's Fitness Month
• Alcohol Awareness Month
• Amateur Radio Month
• American Cancer Society Month
• Asian/Pacific American Heritage Month
• Black Women's History Month 
• Bowel Cancer Awareness Month 
• Celebrate Diversity Month
• Community Service Month
• Confederate History Month 
• Distracted Driving Awareness Month 
• Financial Literacy Month 
• Fresh Florida Tomato Month
• Irritable Bowel Syndrome Awareness Month 
• Jewish-American Heritage Month
• Keep America Beautiful Month 
• Lawn and Garden Month 
• Mathematics Awareness Month 

• Month of the Military Child 
• National Autism Awareness Month
• National Better Hearing and Speech Month
• National Canine Fitness Month
• National Cannabis Awareness Month 
• National Car Care Awareness Month 
• National Child Abuse Awareness Month 
• National Couple Appreciation Month 
• National Deaf History Month (March 13 to April 15) 
• National Decorating Month 
• National Donate Life Awareness Month 
• National Fair Housing Month 
• National Food Month
• National Fresh Celery Month 
• National Garden Month
• National Humor Month 
• National Internship Awareness Month 

• National Inventor's Month 
• National Jazz Appreciation Month 

• National Landscape Architecture Month 
• National Medical Laboratory Professionals Week (last full week in April) 
• National Mental Health Month
• National Month of Hope
• National Multiple Birth Awareness Month
• National Occupational Therapy Month
• National Older Americans Month
• National Parkinson's Awareness Month
• National Pecan Month
• National Poetry Month 
• National Safe Digging Month 
• National Siblings Day (April 10) 
• National Soft Pretzel Month
• National Soy Foods Month

• National STDs Education and Awareness Month
• National Straw Hat Month 
• National Volunteer Month 
• National Welding Month 
• Occupational Therapy Month 
• Pets are Wonderful Month
  
• Prevention of Cruelty to Animals Month
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• Records and Information Management Month 
• Scottish-American Heritage Month
• Sexual Assault Awareness Month 
• Stress Awareness Month
• Thai Heritage Month
• Women's Health Care Month

International and One-Day Observances

Because you may be in the business of working with internationals, we can not forget the participation of other countries. Here are a few international honorees, as well as some causes that are observed globally: 

• April is International Guitar Month, recognized in several countries.
• Ontario, Canada recognizes April as Sikh Heritage Month. 
• April is National Pet Month in the United Kingdom, although the U.S. waits until May to honor its non-human family members. 
• International Pillow Fight Day is observed on April 6 in 2019. 
• World Autism Awareness Day also falls on April 2 in 2019. 
• World Health Day is April 7, in 2019.