Predictive analytics has become the key to helping businesses — especially those in the highly dynamic Chinese market — create differentiated, individualized customer experiences and make better decisions. Enterprise architecture professionals must take a customer-oriented approach to developing their predictive analytics strategy and architecture.
I’ve recently published tworeports focusing on how to architect predictive analytics capability. These reports analyze the trends around predictive analytics adoption in China and discuss four key areas that EA pros must focus on to accelerate digital transformation. They also show EA pros how to unleash the power of digital business by analyzing the predictive analytics practices of visionary Chinese firms. Some of the key takeaways:
Predictive analytics must cover the full customer life cycle and leverage business insights. Organizations require predictable insights into customer behaviors and business operations. Youmust implement predictive analytics solutions and deliver value to customers throughout their life cycle to differentiate your customer experience and sustain business growth.You should also realize the importance of business stakeholders and define effective mechanisms for translating their business knowledge into predictive algorithm inputs to optimize predictive models faster and generate deeper customer insights.
Looking at Oracle’s latest iteration of its SPARC processor technology, the new M7 CPU, it is at first blush an excellent implementation of SPARC, with 32 cores with 8 threads each implemented in an aggressive 20 nm process and promising a well-deserved performance bump for legacy SPARC/Solaris users. But the impact of the M7 goes beyond simple comparisons to previous generations of SPARC and competing products such as Intel’s Xeon E7 and IBM POWER 8. The M7 is Oracle’s first tangible delivery of its “Software on Silicon” promise, with significant acceleration of key software operations enabled in the M7 hardware.[i]
Oracle took aim at selected performance bottlenecks and security exposures, some specific to Oracle software, and some generic in nature but of great importance. Among the major enhancements in the M7 are:[ii]
Cryptography – While many CPUs now include some form of acceleration for cryptography, Oracle claims the M7 includes a wider variety and deeper support, resulting in almost indistinguishable performance across a range of benchmarks with SSL and other cryptographic protocols enabled. Oracle claims that the M7 is the first CPU architecture that does not present users with the choice of secure or fast, but allows both simultaneously.
Several Forrester analysts attended Huawei’s 12th global analyst summit in Shenzhen recently. This post will focus on the perspective of European CIOs; in our view, they should take note of Huawei due to the firm’s growing strength in the European enterprise segment. For Forrester’s global perspective on the event, please refer to our upcoming report. For European CIOs, the main takeaways of the analyst summit are that Huawei is:
Strengthening its financial performance. Huawei’s enterprise divisions — which the firm just announced in 2011 — impresses with its strong growth rates. Huawei grew its enterprise activities by 27% to $3.1 billion in 2014; two-thirds of that growth came from outside China, with Europe accounting for the largest share of that. Huawei’s goal is to grow its enterprise business to $10 billion by 2019. Outside of China — which still accounts for 38% of Huawei’s revenues — EMEA will continue to play a critical role for Huawei, as it accounts for 35% of revenues. In EMEA, Huawei reported revenue growth of 20%.
Recently we’ve had a chance to look again at two very conflicting views from HP and Facebook on how to do web-scale and cloud computing, both announced at the recent OCP annual event in California.
From HP come its new CloudLine systems, the public face of their joint venture with Foxcon. Early details released by HP show a line of cost-optimized servers descended from a conventional engineering lineage and incorporating selected bits of OCP technology to reduce costs. These are minimalist rack servers designed, after stripping away all the announcement verbiage, to compete with white-box vendors such as Quanta, SuperMicro and a host of others. Available in five models ranging from the minimally-featured CL1100 up through larger nodes designed for high I/O, big data and compute-intensive workloads, these systems will allow large installations to install capacity at costs ranging from 10 – 25% less than the equivalent capacity in their standard ProLiant product line. While the strategic implications of HP having to share IP and market presence with Foxcon are still unclear, it is a measure of HP’s adaptability that they were willing to execute on this arrangement to protect against inroads from emerging competition in the most rapidly growing segment of the server market, and one where they have probably been under immense margin pressure.
Intel has made no secret of its development of the Xeon D, an SOC product designed to take Xeon processing close to power levels and product niches currently occupied by its lower-power and lower performance Atom line, and where emerging competition from ARM is more viable.
The new Xeon D-1500 is clear evidence that Intel “gets it” as far as platforms for hyperscale computing and other throughput per Watt and density-sensitive workloads, both in the enterprise and in the cloud are concerned. The D1500 breaks new ground in several areas:
It is the first Xeon SOC, combining 4 or 8 Xeon cores with embedded I/O including SATA, PCIe and multiple 10 nd 1 Gb Ethernet ports.
It is the first of Intel’s 14 nm server chips expected to be introduced this year. This expected process shrink will also deliver a further performance and performance per Watt across the entire line of entry through mid-range server parts this year.
Why is this significant?
With the D-1500, Intel effectively draws a very deep line in the sand for emerging ARM technology as well as for AMD. The D1500, with 20W – 45W power, delivers the lower end of Xeon performance at power and density levels previously associated with Atom, and close enough to what is expected from the newer generation of higher performance ARM chips to once again call into question the viability of ARM on a pure performance and efficiency basis. While ARM implementations with embedded accelerators such as DSPs may still be attractive in selected workloads, the availability of a mainstream x86 option at these power levels may blunt the pace of ARM design wins both for general-purpose servers as well as embedded designs, notably for storage systems.
I remember the first time I attended 3GSM in Cannes: It was primarily a B2B telecoms trade show and centered on DVB-H, WiMAX, and other technology-centric acronyms. Fast-forward 11 years, and Mobile World Congress (MWC) will be the center of the business world for a couple of days (March 2 to 5). Some things don’t change: We will continue to hear too much about technology. Simply ignore the hype, especially around 5G; it will have no impact at all on your marketing strategy for the next five years!
However, the list of keynote speakers is a good indication of what MWC has become: a priority event for leaders willing to transform their businesses. The CEOs of Facebook, Renault-Nissan, SAP, MasterCard, and BBVA will be speaking, and more than 4,500 CEOs will be among the 85,000 attendees (only 25% of which are from operators). It is fascinating to see how mobile has changed the world in the past 10 years — not just in the way that we live and communicate but also in terms of disrupting every business. I strongly believe that mobile will have a bigger impact than the PC or Web revolutions. Why?
First, mobile is the fastest and most ubiquitous technology ever to spread globally. People in Asia and Africa are skipping the PC Internet and going direct to mobile phones; they’re the ultimate convergent device and often the only way to reach people in rural areas. As Andreessen Horowitz's Benedict Evans put it, mobile is “eating the world”. It has already cannibalized several markets, such as cameras, video recorders, and GPS, and is now disrupting entire industries, changing the game for payments, health, and education, especially in emerging countries. Second, mobile is the bridge to the physical world. It is not just another “subdigital” channel. This alone has a huge impact on business models. Last, mobile is a catalyst for business transformation.
As the interest of Chinese organizations to adopt cloud solutions for business transformation is increasing, OpenStack-based cloud solutions have become the hot topic in the China market in 2014. I believe that 2015 will be the key year for OpenStack and it will rapidly develop in China. Here’s why:
Government policy support. The Ministry of Industry and Information Technology (MIIT) of China held the first China Open Source & Cloud Computing Summit (COSCCS) on December 11. At this event, the Chinese government for the first time officially declared its intention to support OpenStack ecosystems and encourage state-owned enterprises (SOE) to use OpenStack-based cloud products: “…through OpenStack, we can contribute to a good business model…” said the deputy minister of MIIT. Forrester believes that there will be more and more Chinese SOEs and local governments that will invest in OpenStack-based cloud project in 2015.
OpenStack is mature as a private cloud solution. With the launch of the Juno version in October 2014, OpenStack addressed many upgrade concerns, making it easier to roll back a failed deployment and ensure thorough cleanup. It also added a record 3,219 bug fixes and enterprise features, such as storage policies, provisioning of Hadoop and Spark, as well as network functions virtualization (NFV). Another specific advantage is that Chinese organizations are not facing the challenge to upgrade from early releases of OpenStack because the China market started deployment of OpenStack mostly from 2014 onwards.
There is always a tendency to regard the major players in large markets as being a static background against which the froth of smaller companies and the rapid dance of customer innovation plays out. But if we turn our lens toward the major server vendors (who are now also storage and networking as well as software vendors), we see that the relatively flat industry revenues hide almost continuous churn. Turn back the clock slightly more than five years ago, and the market was dominated by three vendors, HP, Dell and IBM. In slightly more than five years, IBM has divested itself of highest velocity portion of its server business, Dell is no longer a public company, Lenovo is now a major player in servers, Cisco has come out of nowhere to mount a serious challenge in the x86 server segment, and HP has announced that it intends to split itself into two companies.
And it hasn’t stopped. Two recent events, the fracturing of the VCE consortium and the formerly unthinkable hook-up of IBM and Cisco illustrate the urgency with which existing players are seeking differential advantage, and reinforce our contention that the whole segment of converged and integrated infrastructure remains one of the active and profitable segments of the industry.
EMC’s recent acquisition of Cisco’s interest in VCE effectively acknowledged what most customers have been telling us for a long time – that VCE had become essentially an EMC-driven sales vehicle to sell storage, supported by VMware (owned by EMC) and Cisco as a systems platform. EMC’s purchase of Cisco’s interest also tacitly acknowledges two underlying tensions in the converged infrastructure space:
I recently attended VMware’s vForum 2014 event in Beijing. The vendor has established a local ecosystem for the three pillars of its business: the software-defined data center (SDDC), cloud services, and end user computing. VMware is working with:
Huawei to refine SDDC technologies.VMware is leveraging Huawei’s technology capability to improve its product feature. VMware integrated Huawei Agile Controller into NSX and vCenter to operate and manage network automation and quickly migrate virtual machines online. Huawei provides the technology to unify the management of virtual and physical networks based on VMware’s virtualization platform. This partnership can help VMware optimize its existing software features and improve the customer experience.
Dell today announced its new FX system architecture, and I am decidedly impressed.
Dell FX is a 2U flexible infrastructure building block that allows infrastructure architects to compose an application-appropriate server and storage infrastructure out of the following set of resources:
Multiple choices of server nodes, ranging from multi-core Atom to new Xeon E5 V3 servers. With configurations ranging from 2 to 16 server nodes per enclosure, there is pretty much a configuration point for most mainstream applications.
A novel flexible method of mapping disks from up to three optional disk modules, each with 16 drives - the mapping, controlled by the onboard management, allows each server to appear as if the disk is locally attached DASD, so no changes are needed in any software that thinks it is accessing local storage. A very slick evolution in storage provisioning.
A set of I/O aggregators for consolidating Ethernet and FC I/O from the enclosure.
All in all, an attractive and flexible packaging scheme for infrastructure that needs to be tailored to specific combinations of server, storage and network configurations. Probably an ideal platform to support the Nutanix software suite that Dell is reselling as well. My guess is that other system design groups are thinking along these lines, but this is now a pretty unique package, and merits attention from infrastructure architects.