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These are great strategies and some of the points that you mentioned in the post like regularly attending business and social events is crucial to become a great networker. People at such events are more open and interact because they themselves are looking to build their network and presence.

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People often say that active networking is vital for your career growth. But what are the actual benefits of it? Often confused with selling, networking is actually about building long-term relationships and a good reputation over time. It involves meeting and getting to know people who you can assist, and who can potentially help you in return.

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Hi Kim

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GridGain Developer Hub - Apache Ignite

Welcome to the Apache Ignite developer hub run by GridGain. Here you'll find comprehensive guides and documentation to help you start working with Apache Ignite as quickly as possible, as well as support if you get stuck.

GridGain also provides Community Edition which is a distribution of Apache Ignite made available by GridGain. It is the fastest and easiest way to get started with Apache Ignite. The Community Edition is generally more stable than the Apache Ignite release available from the Apache Ignite website and may contain extra bug fixes and features that have not made it yet into the release on the Apache website.

Let's jump right in!

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Apache Ignite Native Persistence

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Ignite native persistence is a distributed ACID and SQL-compliant disk store that transparently integrates with Ignite's durable memory. Ignite persistence is optional and can be turned on and off. When turned off Ignite becomes a pure in-memory store.

With the native persistence enabled, Ignite always stores a superset of data on disk, and as much as it can in RAM based on the capacity of the latter. For example, if there are 100 entries and RAM has the capacity to store only 20, then all 100 will be stored on disk and only 20 will be cached in RAM for better performance.

Also, it is worth mentioning that as with a pure in-memory use case, when the persistence is turned on, every individual cluster node persists only a subset of the data, only including partitions for which the node is either primary or backup. Collectively, the whole cluster contains the full data set.

The native persistence has the following characteristics making it different from 3rd party databases that can be used as an alternative persistence layer in Ignite:

To enable the native persistence, pass an instance of to a cluster node configuration:

When persistence is enabled, data and indexes are stored both in memory and on disk across all the cluster nodes. The picture below depicts the structure of Ignite persistence at the file system level of an individual cluster node:

Ignite allows enabling persistence per concrete data region and, thus, per cache. Refer to data regions configuration section for details.

Ignite Native Persistence Structure on the File System

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A new culture of work is emerging. One where unlocking the power of the team has never been more important. I see it with our team daily. People coming together, creating together. Making products stronger through collaboration, whether they’re in the same room or separated by thousands of miles.

Today’s most effective businesses have a team-based, collaborative culture and place an emphasis on enabling creativity and productivity. In fact, companies that promote collaborative working are five times as likely to be high-performing.

promote collaborative working are five times as likely to be high-performing.

It’s not just that how we work is changing, it’s that where we work is changing too. The environment around us is shifting – towards open offices, huddle rooms, and team work spaces – in fact, in three years, half the global workforce will be mobile. It’s an exciting time to be in the devices business, because the creation of new form factors and software experiences will not only lead us to work in new ways, but also in new spaces designed for collaboration.

in fact, in three years, half the global workforce will be mobile.

There is a need for a device built for teams and designed for these new environments. To help people collaborate whether they are in the office, at home, or travelling the world. To move beyond just passing along information, to a world where they are collaborating real-time, in an efficient, and intuitive way.

Today, I’m excited to introduce that device, the next generation – Surface Hub 2.

Unlock the power of the team

Surface Hub 2 was designed from the ground up to be used by teams – to get people out of their seats, to connect and ideate, regardless of location. The new Surface Hub 2 is sleeker, more agile and more affordable to fit any workspace or work style. The gorgeous 4K+ 50.5” multi-touch display creates an inviting canvas to co-create, harnessing the power of Microsoft Teams, Microsoft Whiteboard, Office 365, Windows 10 and the intelligent cloud. The 4K cameras that rotate with the device, integrated speakers and far field mic arrays allow everyone in the meeting to feel as if they are right in the room with the rest of the group, while our standard Surface 3×2 aspect ratio means everyone has more usable space to create and collaborate.

Many conditions, stable or acute, can be treated in different ways, including PCI or surgical revascularization. The advances in technology imply that most coronary lesions are technically amenable to PCI; however, technical feasibility is only one element of the decision-making process, which should incorporate clinical presentation, severity of angina, extent of ischaemia, response to medical therapy, and extent of anatomical disease by angiography. Both revascularization methods carry procedure-related risks that are different to some extent in nature, rate, and time domain. Thus patients and physicians need to ‘balance short-term convenience of the less invasive PCI procedure against the durability of the more invasive surgical approach’ [ 1 ].

Formulation of the best possible revascularization approach, taking into consideration the social and cultural context also, will often require interaction between cardiologists and cardiac surgeons, referring physicians or other specialists as desirable. Patients need help in taking informed decisions about their treatment, and the most valuable advice will likely be provided to them by the Heart Team. Recognizing the importance of the interaction between (interventional) cardiologists and cardiac surgeons, the leadership of both the ESC and EACTS has given this Joint Task Force, their respective Guideline Committee, and the reviewers of this document the mission to draft balanced, patient-centred, evidence-driven practice guidelines on myocardial revascularization.

Myocardial revascularization is appropriate when the expected benefits, in terms of survival or health outcomes (symptoms, functional status, and/or quality of life), exceed the expected negative consequences of the procedure. Therefore, risk assessment is an important aspect of contemporary clinical practice, being of value to clinicians and patients. Over the long term, it allows quality control and the assessment of health economics, while also serving as a means for individual operators, institutions and regulatory bodies to assess and compare performance. Numerous different models have been developed for risk stratification, and those in current clinical use are summarized in Table 3 . Comparative analyses of these models are limited because available studies have largely evaluated individual risk models in different patient populations with different outcome measures reported at various time points. These limitations restrict the ability to recommend one specific risk model; however:

Table 3
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Recommended risk stratification scores to be used in candidates for percutaneous coronary intervention or coronary artery bypass grafting

Table 3
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Recommended risk stratification scores to be used in candidates for percutaneous coronary intervention or coronary artery bypass grafting

The EuroSCORE validated to predict surgical mortality was recently shown to be an independent predictor of major adverse cardiac events (MACEs) in studies with both percutaneous and surgical treatment arms [ 2 , 3 ]. Therefore, it can be used to determine the risk of revascularization irrespective of, and even before, the selection of treatment strategy. It has little role, however, in determining optimal treatment.

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