5 Factors Impacting Your Big Data Project's Performance
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Big data projects have significant potential but are complex and can face several challenges affecting their performance. Key factors include avoiding unnecessary data transfers, ensuring network scalability, identifying relevant data, and fostering a data-driven culture. Addressing these factors can help optimize the project's success and facilitate quick insights.
5 Factors Impacting Your Big Data Project's Performance
- 1. FACTORS IMPACTING YOUR BIG DATA PROJECT’S PERFORMANCE 5
- 3. BIG DATA HAS HUGE POTENTIAL.
- 4. BUT IT COMES WITH ACCOMPANYING RISK !
- 5. Big data projects are complex with numerous moving parts that impact whether a big data project is successful or not. If your big data project currently isn’t up to par, consider these 5 factors.
- 6. Transferring data to a new database, new cloud platform, or new subscription within the cloud creates an extra step in an already complex process. 1 STOP MOVING YOUR DATA
- 7. MOVING DATA IN THE MIDDLE OF A PROJECT INTERRUPTS THE ANALYTICS PROCESS.
- 8. End Result = Bottlenecks
- 9. Poorly constructed internal networks are quickly overwhelmed by rapid data growth. 2 OVERLOADED NETWORKS
- 10. PLAN AHEAD TO ENSURE NETWORKS CAN ACCOMMODATE NEW AND RAPIDLY GROWING WORKLOADS.
- 11. Data sets grow quickly and unexpectedly, and the infrastructure behind it needs to be able to grow with it. 3 SCALABILITY (OR LACK OF IT)
- 12. A SCALABLE STORAGE SYSTEM WILL PREVENT BOTTLENECKS AND LEAD TO FASTER AND EASIER DATA ACCESS.
- 13. Even with every other factor fully optimized, focusing on the wrong data leads to dead ends and a team that is swamped with irrelevant information. 4 WRONG DATA FOCUS
- 14. IDENTIFY WHAT DATA MATTERS MOST AND WHAT DATA IS RELEVANT TO WHICH TEAMS. THEN, MAKE SURE THE DATA IS ACCESSIBLE TO THOSE TEAMS.
- 15. Big data insights need to be acted upon quickly. 5 SLUGGISH DATA CULTURE
- 16. CREATING A DATA-DRIVEN CULTURE IS JUST AS IMPORTANT AS HAVING THE RIGHT INFRASTRUCTURE IN PLACE.
- 17. Are you looking to leverage the power of big data? Should you buy and build or rent and pay as you grow? Click the button to see a complete big data vendor comparison. COMPARE BIG DATA VENDORS