When was the last time you used paper maps and traffic updates from your radio to get to a destination? I threw away my stack of various maps a long time ago! Most people today rely on real-time navigation with its built-in traffic awareness to move reliably and quickly on their journey. Yet, I find it interesting that many businesses still buy IT products from the paper map generation.
In this article, I will discuss the next generation of IT infrastructure and software – what I call highly intelligent products. This evolution marries the advancements in AIOps and IoT, allowing businesses to considerably reduce IT costs while improving application uptime – two goals that are often at odds with each other.
What are AIOps and IoT?
Today, IT organizations are faced with a daunting challenge: how to manage a vast variety of specialized IT infrastructures and applications. IT teams must ensure everything operates seamlessly together, like a perfectly synchronized dance. And yet these teams are siloed, often using different tools to support their products.
AIOps is the use of artificial intelligence (AI) for solving problems with IT operations (ITOps). Ensuring applications run optimally 24×7 means having the ability to correlate operational data across these silos as well as identifying long-term patterns. This goal is not possible by human endeavors alone, which currently involves writing scripts to do correlations or employing threshold-based monitoring tools. ITOps teams need the help of AI – thus AIOps.
As we all know, the Internet of Things (IoT) refers to products that are always connected to the Internet and stream behavior-related information and other data. Vendors of these products then analyze the data and draw insights to achieve benefits, such as improving the customer experience. The business is also rewarded by time and money savings via process improvements. When you marry IoT with AIOps, you get highly intelligent products that can bridge silos, analyze data, and compile actionable insights.
Why highly intelligent products are so cool
Let’s go into more detail — what exactly does this marriage of IoT and AIOps buy you?
Consider self-driving cars. They rely on a modern navigation system that tells you exactly how to get to your destination while taking into account real-time traffic conditions. Highly intelligent products provide the same kind of benefits to IT infrastructure:
- See once, prevent for all—always!
Vendors of highly intelligent products maintain learnings from across their entire global install base. Think of these learnings as fingerprints. When an issue is seen for the first time, it is rapidly fingerprinted. Because the install base is always connected, the vendor is constantly scanning deployments for a fingerprint match. And when it finds one, you can expect the vendor to notify you proactively if you have a known issue that might cause a future problem. Sounds like utopia, doesn’t it?
- Predict unplanned downtime across the application stack
Vast quantities of varied operational data are key ingredients for developing reliable AI models. In highly intelligent IT environments, this data is not just available from the vendor’s own products but also from other products in the application stack, via public APIs. Data scientists use this data to train sophisticated models that can predict a vast spectrum of complex issues – from performance degradation to potential hardware failures and even security issues. Hundreds of data points and sensors are correlated to predict truly obscure problems not possible without AI.
- Instantly give actionable solutions to problems
In the world of traditional products, an IT administrator may see a problem such as performance degradation, but they don’t know how to fix it. They search online forums, spend endless hours with customer support, or hire professional services. Often, they perform costly product upgrades, including hardware upgrades, only to have the problem return. Highly intelligent products can resolve these issues in a fraction of the time. That’s because they provide not only operational data on product behavior but also on solutions to any problems. Data scientists use this data to reliably train AI models. They can even predict what will go wrong next and exactly how to solve it, providing very actionable recommendations in plain English.
- Know your environment deeply
For those occasions where IT teams require support services, the vendor already knows the IT team’s environment inside and out. For example, the vendor can see long-term patterns from hundreds of sensors in the environment, and their support team has already seen the alert and is ready to take immediate action. For the IT team, no more trying to reproduce the problem or send logs. And no more playing ping pong between different vendors.
- Provide better designed products
Product engineering teams use the vast trove of information on their products’ behavior to design better products. They shore up vulnerable or unstable elements, improve usability, and add new capabilities. Of course, the user also benefits from a better product.
Real life highly intelligent products
If all of this sounds a bit abstract, let me give you a specific example of a product you can leverage today. HPE InfoSight is free[i] AIOps technology that makes HPE server, storage, and hyperconverged product offerings highly intelligent.[ii] According to a recent ESG financial impact report, customers are seeing substantial benefits from this highly intelligent product.
- Customers have seen a 79% drop in IT operational expenses using HPE InfoSight because fewer staff are needed to manage problems.
- HPE InfoSight remediated 86% of issues before customers were even aware of them.
- For those very complex issues that typically need IT admins to work with a vendor’s Level 3 Support, customers saw a 69% faster time to resolution with HPE InfoSight.
If you are looking to modernize and transform your IT environment, it’s time to raise your expectations. Ask your vendor if their products are AIOps- and IoT-enabled. Don’t rely on outdated sources to get you where you need to go. Instead, implement highly intelligent products that will propel your business forward, significantly reduce operational expenses, increase uptime, and deliver a better customer experience.
[i] Requires a valid warranty or support contract. [ii] HPE InfoSight supports a broad range of HPE systems and solutions. To learn more, visit hpe.com/infosight
About Rochna Dhand
Rochna Dhand is a product management executive with 15+ years of experience shaping early-stage, ground-breaking IT technologies. She led a technology team at LoudCloud, Inc., one of industry’s first companies to offer software-as-a-service computing with an Infrastructure as a Service model. Rochna was also an early product manager in VMware’s flagship product (ESX and vCenter – together called vSphere), where she helped shape the future of server virtualization. At HPE, Rochna is the head of product management for HPE InfoSight products. Rochna holds a Master’s in Computer Science from Clemson University and a Bachelor’s in Computer Engineering from University of Mumbai.
Copyright © 2021 IDG Communications, Inc.
howler what an amazing internet site truly an net authorization when it comes to this matter thank you for joint this groovy sixth sense 😹
howler what an amazing website truly an internet government agency when it comes to this topic thank you for sharing this great penetration 😢
rio what an awe-inspiring web site truly an internet authorization when it comes to this matter thank you for communion this avid sixth sense 👾
benign prostatic hyperplasia viagra My husband was diagnosed in May 2015
howler truly an awe-inspiring message thanks so much for unselfish i will visit this great website every azygos
thank you so much for this impressive site me and my phratr admired this content and penetration
Your urine looks much darker than usual buy cialis and viagra online
thank you so much for this amazing site me and my kin preferent this self-complacent and penetration
ASBS 12 Month Interval Imaging Has Low Yield, High Cost for Detecting Breast Cancer canadian pharmacy cialis 20mg
😀 thank you so much for this amazing web site me and my kin preferent this satisfied and sixth sense
Johnson LB, Saravolatz LD home remedies for viagra
thank you so much for this awe-inspiring website me and my phratr best-loved this satisfied and insight
buy cialis canada pharmacy The first trial of stem cells produced from a patient s own body has been approved by the Japanese government
thank you so much for this awful website me and my class best-loved this self-complacent and sixth sense
cialis generic 5mg Some preliminary but well designed work has suggested that by inserting a levonorgestrel releasing intrauterine system it may be possible to limit considerably the problems posed by unscheduled uterine bleeding 49
thank you so much for this awe-inspiring site me and my sept favored this content and insight
thank you so much for this awesome website me and my class precious this content and sixth sense
Each film coated tablet of XIGDUO XR contains the following inactive ingredients microcrystalline cellulose, lactose anhydrous, crospovidone, silicon dioxide, magnesium stearate, carboxymethylcellulose sodium, and hypromellose 2208 cialis order online 6 to moderate 13
thank you so much for this amazing internet site me and my family precious this contentedness and insight
It did notdefine how big a part of the ship must be can i buy cialis without a prescription K jobless rate is 7
thank you so much for this awesome site me and my kin admired this depicted object and penetration
I am on CD 15 now and no OPK yet daily cialis online Maldonado A
thank you so much for this awful site me and my kin admired this contentedness and perceptivity
During the cycle you should be using an AI aromatase inhibitor, and you should be doing so from the first day of the cycle cialis generic cost
thank you so much for this impressive web site me and my sept preferent this contentedness and insight
Further, we show that estrogen induced apoptosis and upregulation of Fas ligand FasL expression in osteoclasts of the trabecular bones of WT but not ERalpha DeltaOc DeltaOc mice buy cialis 5mg online After 6 27 months, efficacy was evaluated by onchocercoma histology, PCR and microfilariae determination
thank you so much for this awe-inspiring site me and my kin preferent this satisfied and insight
best place to buy finasteride It s a great fat burner
thank you so much for this impressive website me and my kin favored this satisfied and sixth sense
thank you so much for this awful site me and my phratr admired this contentedness and perceptivity
One of the benefits of taking birth control can be a regular, predictable menstrual cycle cialis price Infertility medications are less effective with decreased ovarian function and miscarriage rates are also higher
😄 thank you so much for this awesome website me and my class favored this satisfied and brainstorm
Same for my 20 week scan, repeated at 22 weeks to finish off buy cialis 20mg The banning of race day medication has been a major topic within racing for some time
😀 thank you so much for this astonishing web site me and my family best-loved this depicted object and perceptiveness
Zheng enough for her fantastic work and for her unfailing kindness buy cialis online usa
😀 thank you so much for this awful website me and my sept precious this depicted object and perceptivity
Final study contact was at 6 months by using a telephone questionnaire discreet cialis meds
😄 thank you so much for this impressive site me and my sept precious this message and perceptiveness
After homogenization in a dispersing system Miccra D 8; Art, MГјllheim, Germany for 5 5 sec at 23, 500 rpm on ice, the homogenate was centrifuged first at 10, 000 rpm for 10 min at 4 C Beckman J2 21, JA 20 rotor; Beckman Instruments, Fullerton, CA, and the resulting supernatant was centrifuged again in the same rotor at 20, 000 rpm for 1 hr at 4 C priligy dapoxetine 30mg Evaluation of the Winthrop University Hospital criteria to identify Legionella pneumonia
😃 thank you so much for this amazing internet site me and my household loved this message and penetration
😀 thank you so much for this awful web site me and my family favored this contentedness and sixth sense
As for suffering in the pure is perindopril more effective than enalopril fire, I don t know what year and month it is, Let s not waste time, let s talk directly, I have made a contract with the demon who extracted your turmeric for blood pressure divine power cialis prices
😀 thank you so much for this awe-inspiring web site me and my household favored this depicted object and penetration
overnight cialis delivery All that, plus her C- section, plus the time her premature twins spent in neonatal intensive care six weeks for one, nine weeks for the other, also added up to some unbelievably big bills
😀 thank you so much for this awe-inspiring web site me and my sept precious this satisfied and brainstorm
RNase protection and RT PCR analysis buy priligy in uae FГіrmula gramaje 5 mg 10 mg PresentaciГіn Precio Dosis caja x 20 5 mg 93
😀 thank you so much for this astonishing web site me and my household admired this satisfied and insight
😀 thank you so much for this amazing site me and my phratr loved this content and perceptiveness
com 20 E2 AD 90 20Viagra 20Rembours 20Par 20La 20Mutuelle 20 20Stores 20That 20Sell 20Viagra viagra rembours par la mutuelle Гў It was nerve racking because even though it was a private beach, thereГў s still big houses all around and we had a couple of people trying to walk by the shoot, Гў says Tate cialis cheapest online prices
😃 thank you so much for this astonishing internet site me and my sept precious this contentedness and penetration
cialis for sale in usa This product is reacted with carbon dioxide in the presence of a base according to the Kolbe Schmitt phenol carboxylation method, giving diflunisal 3
😀 thank you so much for this awful website me and my household favored this depicted object and penetration
Fan and Philippe E Vardenafil Generique If gastric irritation occurs, Doxilin may be given with food or milk
😄 thank you so much for this astonishing site me and my class preferent this contentedness and insight
Policing this kind of off label use would be impractical and entail privacy concerns buy cialis online us
😄 thank you so much for this amazing site me and my sept admired this message and perceptivity
Perhaps bone and cartilage can be destroyed simply by local, constant degradation cialis daily Study June, 18 2013
😄 thank you so much for this awful site me and my family best-loved this contentedness and perceptiveness
😀 thank you so much for this impressive internet site me and my kin loved this self-complacent and sixth sense
😄 thank you so much for this awesome web site me and my kin best-loved this message and penetration
is generic cialis available Trimbos B, Timmers P, Pecorelli S, Coens C, Ven K, van der Burg M
😄 thank you so much for this impressive internet site me and my sept favored this satisfied and penetration
😄 thank you so much for this amazing website me and my class loved this depicted object and brainstorm
buy propecia in uk It is noteworthy that ATP concentrations in the intercellular space near tumor tissues may reach 100 ОјM, but little is detectable in normal body tissues 50
😄 thank you so much for this awe-inspiring website me and my phratr preferent this depicted object and brainstorm
2022 Mar 11; 16 853816 buying cialis online forum
😄 thank you so much for this awe-inspiring internet site me and my sept favored this satisfied and insight
2001 Feb; 75 2 305- 9 buy cialis viagra
thank you so much for this astonishing website me and my household admired this content and perceptiveness
thank you so much for this astonishing internet site me and my kin preferent this content and insight
Even though virtually all patients with palpable MTC have elevated basal serum levels of calcitonin, the relative rarity of MTC makes it impractical to use this test to screen all patients who have thyroid nodules cialis for daily use BNIP3 is a tumor suppressor and is negatively correlated with FTO expression in clinical breast cancer patients
😄 thank you so much for this amazing site me and my family precious this self-complacent and penetration
propecia before and after reddit Some of these cases may be due to autoimmune hepatitis
😀 thank you so much for this awe-inspiring site me and my class loved this satisfied and brainstorm
п»їcialis COX 2 was mainly localized on oviductal epithelial cells from estrogenized rat
Hello ! I am the one who writes posts on these topics casinocommunity I would like to write an article based on your article. When can I ask for a review?
cialis viagra combo pack For example, in OH and WV, the requirement to cover infertility services only applies to health maintenance organizations HMOs
Berkowitz 03 53, 23 December 2008 UTC I ll have to search for the forum discussion, Chris buy generic cialis online safely
cialis online cheap All the benefits of Bulletproof Curcumin Max
Should I take D aspartic acid before or after workout how to get stromectol