Bienvenue / Welcome. Joaquim Neves - System Solutions 31MAY2018
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2 Bienvenue / Welcome L'Intelligence Artificielle pour gérer votre datacenter : info ou intox? Info! Découvrez comment atteindre les % dès aujourd'hui! Joaquim Neves - System Solutions 31MAY2018
3 Agenda Intro: AI vs ML vs DL HPE InfoSight in a Nutshell HPE Nimble Storage in a Nutshell InfoSight: Cloud-Based Monitoring Cross-stack Telemetry Cloud-Based AI Q&A
4 The pioneers of artificial intelligence theory Alan Turing John McCarthy Marvin Minsky Ray Kurzweil Artificial intelligence is the simulation of the functions of the human brain such as visual perception, speech recognition, decision-making, and translation between languages by man-made machines, especially computers.
5 AI vs ML vs DL
6 Some examples in 2018 Alexa Google Assistant Siri
7 Some examples in 2018
8 Ray Kurzweil s prediction Kurzweil believes based on the exponential growth rate of computing power, processor speed and memory capacity that humanity is rapidly approaching a singularity in which machine intelligence will be infinitely more powerful than all human intelligence combined. He predicts that this transformation will occur in 2029
9 HPE InfoSight in a Nutshell 1. AI for the Datacenter 2. Autonomous Infrastructure Self-Managing Self-Healing Self-Optimizing 3. Availability of %
10 InfoSight AI into Nimble Storage What is the meaning of Nimble?
11 Nimble Storage Founded in 2008 by Varun & Umesh On March 7, 2017, Hewlett Packard Enterprise bought Nimble Storage for approx $1.09 billion
12 HPE Nimble Storage in a Nutshell 1. CPU-Bound architecture 2. Write Sequential I/O Cache Accelerated Sequential Layout 3. SSD only for cache Read Cache Accelerated Sequential Layout 4. InfoSight: AI for Datacenter Cloud Based Predictive Analytics Autonomous DataCenter Availability %
13 Cache Accelerated Sequential Layout C A S L CASL is a filesystem Performance comes from CPU / Moore s Law Nimble is a CPU-Bound Architecture
14 CASL into Nimble Adaptive Flash Arrays HOST NVDIM NVDIMM to Accelerate All Writes CRC Compress Coalescing Encryption Intel Xeon CPU DDR4 RAM 4.5MB HDDs NL-SAS SSDs Flash to Accelerate Reads WRITES Sequential I/O READS Random I/O
15 CASL into Nimble Adaptive Flash Arrays HOST01 FC / IP SAN HOSTx CRC Dedupe Compress Encryption 10MB NVDIMM CASL Performance == CPU CPU-Bound Solution Write CTRL-A NVRAM Active CTRL-B NVRAM Standby 21x NL SAS Disks 1TB / 2TB / 4TB / 6TB / 10TB with Triple Parity RAID Copy Multi-core CPUs are cheaper Memory is cheap SSD to service READ NL-SAS to Write in Sequential
16 CASL : Cache Accelerated Sequential Layout Data Comes into NVDIMM Application Acknowledgement Data Moves to RAM CRC Check, Dedupe, Compression CASL writes Sequential Stripes to SSD & NL-SAS drives SSD are 100% cache for Reads
17 How does a Nimble Array Scale? 10MB NVRAM Scale to Fit Scale-UP Perf change CTRL / CPU Scale-DEEP Capacity Add Enclosures Scale-OUT Both Scale to Fit Performance # Capacity
18 Scale to Fit: Heterogeneous Scale-out 1.2M IOPs 300K IOPs Downtime Zero Licensing Zero Management Zero 8PB 2PB Scale to Fit Scale-UP Perf change CTRL / CPU Scale-DEEP Capacity Add Enclosures Scale-OUT Both
19 Non-disruptive scaling of Perf & Capacity Scale to Fit Scale-UP Perf change CTRL / CPU Scale-DEEP Capacity Add Enclosures Scale-OUT Both
20 InfoSight for fighting app-data-gap Can you afford an app-data-gap? Apps Loading Data
21 InfoSight AI for the Data Center 1. Collecting and Analysing Millions of Sensors per second 2. Cross-Stack Telemetry VMware / Oracle / SQL / Exchange Compute Network - Storage 3. Cloud-Based AI Predictive Analytics Engine Global Learning Recommendation Engine Cloud-Based Monitoring Collecting & Analysing Cross-Stack Telemetry Cloud-Based AI
22 Cross-Stack Telemetry Cross-Stack Analytics for VMware Environments
23 InfoSight for finding the causes Cross-Stack Telemetry Cloud-Based AI VM/Container/DB Compute Network Storage
24 InfoSight for changing your support experience Cloud-Based Monitoring Collecting & Analysing Cross-Stack Telemetry Cloud-Based AI
25 InfoSight for changing your support experience Cloud-Based Monitoring Collecting & Analysing Cross-Stack Telemetry 1 2 No more Level 1 or 2 Proactive case automation Rapid root cause analysis Analytics with full stack expertise Cloud-Based AI 3 The we call you service Never worry about who to call
26 InfoSight for providing recommendations Cloud-Based Monitoring Collecting & Analysing Cross-Stack Telemetry Cloud-Based AI
27 InfoSight for providing recommendations Should I be concerned? Health severity indicators Is this indicative of a problem? Correlated performance factors What s causing it? Clear recommendations How do I fix it? Automated cases with resolution
28 InfoSight for planning upgrade Predictive Analytics Answers: How has my data usage trended? When am I going to run out of capacity? What s the right SKU that I need for Oracle? What if I ran these apps...on the same array? Takes the Guess Work Out of Planning
29 InfoSight for learning from installed based
30 InfoSight for learning from installed based Cloud-Based Monitoring Collecting & Analysing Cross-Stack Telemetry Cloud-Based AI
31 InfoSight for learning from installed based Every array has a customized update path based on its unique configuration Every update available is safe and free of known problems Blacklist Updates Associated with Known Problems
32 InfoSight for Eliminating Complexity & Anxiety
33 HPE InfoSight: AI for the Data Center HPE InfoSight l'intelligence Artificielle pour gérer votre datacenter
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